In recent years, terms such as data science, big data, machine learning, and artificial intelligence,among others, have become popular in the world of Digital Marketing being used in many cases interchangeably and generating confusion.
For this reason, at Kiwop, a web development agency and Digital Marketing, we want to help you understand exactly what data science is and how it helps us in marketing.
As the term suggests, Data science is the science that studies data. But this general explanation leaves us with many doubts, what exactly does it mean?
Let’s start with a clarification between the concepts of Data Science and Big Data,which are the most confused.
What is Data Science
Data Science is a science focused on the study of data. Takes care of extracting information from large amounts of data to later interpret them.
The goal of Data Science is to make decisions using a set of tools that allow knowledge to be extracted from the data.
Large data processing is not achieved only by using traditional analysis methods. Data Science therefore involves programming, data mining, machine learning, statistical, mathematics, and data visualization skills, in addition to the business knowledge of the sector in which it is being applied.
What is Big Data
The concept of Big Data is used to describe large volumes of data. Big Data includes structured data, semi-structured data, and unstructured data:
- Unstructured data: digital images, audio or video files, mobile data, sensor data, web pages, social networks, emails, blogs, etc.
- Semistructured: XML files, system log files, text files, etc.
- Structured data: transaction data, databases, etc.
These massive data are characterized by the 3V:
To those that have been added more “V” in recent years such as: Value, variability, among others.
Big Data and Data Science
Big data and data science have transformed today’s digital and technological age. Both terms are closely related to each other, the main difference between them is that the concept of data science falls within the concept of big data.
Data science is conducted within the realm of big data to obtain useful information through predictive analytics, where results are used to make smart decisions.
Without big data there would be no concept of data science. And without Data Science, big data would have no value.
Main differences between Big Data and Data Science
- Large volumes of data are distinguished by 3V: variety, speed and volume. While data science provides the methods or techniques for analyzing them.
- Big Data focuses on technology (Hadoop, Java, Hive, etc.) and analytics tools and software. Data Science, on the other hand, focuses on decision-making strategies and the dissemination of data using mathematics and statistics.
- Big data extracts information from large volumes of data while Data Science uses machine learning algorithms and statistical methods so that computers can obtain as accurate predictions as possible of the data obtained.
How Data Science helps in marketing
Data is everywhere and grows incessantly. In order to assimilate and extract value from this large amount of data, the need arises in companies to have professionals capable of transforming the extracted data into corporate value, or what is the same, useful information that facilitates decision-making within companies.
Studying data science can help companies turn the large amount of data into value insights that facilitate the right decision-making.
The data is obtained through different channels:
- Mobile devices
- Social media
- Online stores
These are just a few of the fonts used. Our tastes, routines or movements generate valuable data for companies that want to know their customers in detail. However, the interpretation of unstructured data does not add any value to companies.
For data interpretation, Data Science includes:
- Data cleansing and restructuring
- Data analysis
- Definition of the right business questions to meet the objectives of the company and can be treated analytically
- Visualization of data with graphs to extract intelligence from them.
- Presentation of insights and business recommendations
- Creation of data-centric products for companies that use analytics to generate new technology solutions.
Data Science requires (in addition to analytical capacity) business knowledge and business vision to extract and transmit recommendations tailored to the needs of the company.
Data Science in Digital Marketing
In today’s digital marketing world we have large amounts of information that we can extract through numerous channels:
- Data obtained by installing applications
- Virtual stores and websites
- CRM systems
- Customer databases
- Advertising platforms
- Social media
- Analytical web traffic tools like Google Analytics
These are just a few of the channels from which we can extract information for our Digital Marketing and Inbound Marketing strategies. But data is received in large volumes and at ever faster speed, so if you don’t know how to interpret it effectively and at the right time, it loses all their value for the right decision-making and only generates chaos.
The today’s digital marketing and online advertising companies require professionals from more scientific sectors and with a business and analytical profile, who also have the necessary knowledge for the application of the data science tools to leverage data obtained and make effective business decisions. If you want your marketing strategy to have the best results, it’s imperative that your digital partner masters data science.
With a good implementation of data science,you can obtain crucial information and achieve levels of marketing segmentation and user interaction that until recently we could not have.
- It allows companies to anticipate the needs of their users and send them offers and adapted and personalized content with greater conversionpossibilities.
- Predict user behaviors to reduce business risk through the right decision-making
- Detect trends and behavior patterns that allow you to design new products.
- Develop marketing and communication strategies tailored to the tastes, geographic data and other relevant information of our potential customers.
- Generate sales opportunities: From segmentation we can see how customers change and locate sales opportunities by implementing strategies such as Up Selling and Cross Selling.
- Avoid loss of customers by observing the behavior of customers who leave the purchase.
- Detect fraud.
Depending on each company, the analysis needs are different and you can find very varied uses to the data.
In any case it is essential to clearly establish the objectives to define the data that is most interested in knowing.


Finde und downloade kostenlose Grafiken für Baidu. 2+ Vektoren, Stockfotos und PSD. ✓ Kommerzielle Baidu logo. flaticon. 1. Gefällt mir. Sammeln. Kostenloses Vektor-Icon. Lade Tausende kostenloser Icons von sozial im SVG-, PSD-, PNG-, EPS-Format oder als ICON-FONT herunter. Foto über Logo der Chinesisch-amerikanischen Webservicefirma Baidu auf Samsungs-Tablette. Bild von logo, baidu -
Baidu Logo SpiralblockFoto über Logo der Chinesisch-amerikanischen Webservicefirma Baidu auf Samsungs-Tablette. Bild von logo, baidu - Der Titel dieses Artikels ist mehrdeutig. Weitere Bedeutungen sind unter Baidu (Begriffsklärung) aufgeführt. Baidu 百度. Logo. Finde und downloade kostenlose Grafiken für Baidu. 2+ Vektoren, Stockfotos und PSD. ✓ Kommerzielle Baidu logo. flaticon. 1. Gefällt mir. Sammeln.
Baidu Logo File history VideoBaidu at 20 - The Story Behind
Developing a non-invasive point of care diagnostic technology for detecting and monitoring blood concentrations of antimicrobial drugs.
Seeking to make AI cheap and massively accessible by replicating the profound computational efficiency observed in the human brain.
Enabling the first truly autonomous wireless sensing platform measuring less that an one mm with the ability to process their environment and wireless transmit the results.
Developing a powerful personalized T cell therapy platform that bridges precision medicine and cancer immunotherapy. Creating cutting edge antenna and sensor technology for autonomous vehicles, wireless communications, and drones.
Provides teleconferencing solutions for the medical industry. Avail's hardware device is installed inside operating theatres across the country, allowing remote medical experts to virtually assist surgeries.
A Deep Learning platform designed to enable up to x faster Deep Learning training, fully managed Hybrid Cloud, and comprehensive model tracking and analysis.
Their products will enable users to make more effective decisions in any environment, including hospitals, industrial settings, low-resource settings, or at home.
Their goal is to address significant unmet needs in infectious disease, oncology, agriculture, and other areas to transform diagnostic testing and global public health.
Transforming manufacturing with products that incorporate advanced computer vision, 3D sensing, and AI.
Self-driving lab combines data and AI with robotics to discover and create advanced chemicals and materials at a faster rate and at the push of a button.
Innovating at the intersections of deep learning and synthetic biology to identify small molecule therapeutics from human microbial metabolite insights.
Highly scalable base protocol that supports dApps fast enough to bridge the gap to seamless mainstream usage on mobile devices.
Develops streamlined assay platforms to reduce the time and cost for quantifying proteins for proteomic and pharmaceutical applications.
Focused on the deployment of intelligent computing in real-time environments. Cormani developed a scalable, next-generation massively parallel processor architecture addressing the shift in computing needs for exploding dataset workloads in Artificial Intelligence, Machine Learning and Neural Network markets.
Improves drug development and deployment by utilizing genomic data from patients to determine how they will respond to a drug before they get treated.
As companies grow and develop, investors have the unique vantage point of being able to advise and observe trends across industries. BV's relationships across Baidu and other technology companies mean we can rapidly bring key technical thought leaders and their opinions to bear.
We help portfolio companies get early access to or to create unique, high-value datasets for training ML systems. We organize opportunities for portfolio companies to learn about startup culture and meet potential partners in China and internationally through site visits, meetups, and collective trips.
Since our investments are focused on startups working along the data pipeline, founders face similar challenges. We know that sometimes, founders can be the best mentors for one another.
So, we create opportunities for founders to interact and short circuit some common challenges. Machine Intelligence is transforming the way we live BV works with entrepreneurs to transform and reconstruct the world through artificial intelligence.
Portfolio Companies The sparks of vision that are changing the world. AMP Robotics Creating robotic systems to sort recyclable material at a fraction of the cost of current technology.
CiDi Developing core innovations required to bring intelligent transportation to fruition. Cytovale Developing mechanical biomarkers to improve human health.
Covariant Developing AI software that makes it easy to teach robots new and complex skills. Engine Bio Pioneering network biomedicine by applying machine learning to genomics for drug discovery.
Falcon Computing Providing seamless and scalable FPGA acceleration solutions for compute intensive data center applications.
Magnetic Insight Developing solutions in the ground-breaking technology of magnetic particle imaging. MORE Health Delivering access to the best physicians via its cloud-based medical collaboration platform.
OpenSpace Building cutting-edge technology to allow builders to efficiently capture and analyze photographic data to save time and cost on the job site.
Pointcloud Offering solutions for big data analytics on 3D point clouds based on machine learning. RBC Signals Providing global satellite communication infrastructure services for satellite operators.
Ripcord Building robots to digitize records and make them accessible. Sensoro Uniting the physical and digital world with advanced sensing technology.
Subtle Medical Providing deep learning-based AI solutions to enhance quality, efficiency, and diagnostic values for medical imaging.
YI Tunnel Developing checkout-free convenience store technology. ZingFront Providing 3D video and marketing solutions using next-gen intelligent software.
Yunhan Financial Technology Providing systematic solutions for financial service businesses. Knowbox Focusing on helping students and teachers manage their homework.
Coherent AI Developing full spectrum holographic machine vision systems. Hunliyun Providing intelligent solutions and cloud computing for the wedding industry.
Tikin Media Building elevator projection advertising products. Celi Engineering Design and manufacture of intelligent combustion system for industrial furnace thermal equipments.
CelePixel Building sensors that can capture high-speed motion. Width px Height 79px. Categories : Public domain images ineligible for copyright in the United States but not in their source countries Logos from Brands of the World Vector images of trademarks.
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This vector image was created by converting the Encapsulated PostScript file available at brandsoftheworld.Archived from the original on September 23, In order Traditioncasino Commons to host a file, it must be free in its home country and in the United States. Baidu is the most used search engine in China, controlling What's the font used for Baidu logo? The font used for Baidu logo is Handel Gothic Regular, which is a display sans serif font designed by Don Handel and published by URW++. Baidu Logo The Baidu logo in vector format .svg) and transparent PNG. Baidu Logo PNG One of the world’s largest artificial intelligence and internet companies, Baidu has a distinctive logo in two languages – English and Chinese. There may be other intellectual property restrictions protecting this image, such as trademarks or design patents if it is a logo. PD Public domain false false This image is ineligible for copyright and therefore is in the public domain in the United States because it consists entirely of typefaces, individual words, handwriting, slogans. Baidu Logo. We have found 31 Baidu snowboardportugal.com is a brand categorized in Internet & snowboardportugal.com you have a better Baidu logo file and want to share it? We are working on an upload feature to allow everyone to upload logos!. Auch in der Wikipedia unterliegt die Verwendung diesen Einschränkungen. Robin Li und Eric Xu stiegen damit zu Milliardären auf. Dieses Cover Wiz1net unter Verwendung von Ressourcen von Flaticon. Diese Funktion ist nur für registrierte Nutzer verfügbar.


The Solar Radiation Test Chamber for Electronic Products manufactured by QINSUN has its own innovative design and mature technology. Higher standards of reliability, accuracy and security, their verification performance meets or exceeds other brands. Multilingual touchscreen interface, data collection via Ethernet connection, extremely high security, optional forced air spray device and condensation device. More non-standard sizes can be customized for customers with high-quality equipment.
Electronic product solar radiation test chamber Technical features:
1. The equipment is equipped with 8 original 40-watt ultraviolet fluorescent lamp (UV lamp for short) imported from the United States
2. Panel temperature control (BPT)
3. Safety protection device: double protection of software and hardware after opening the door, Wwater level protection, over-temperature protection, etc.
4. Complying with industry standards and passing UL and CSA certification
5. The probe rack can choose slice type or grid rack style
6. The controller selects a full touch-screen programmable display, which is beautiful and generous with high quality.
7. Equipped with a safety interface for irradiance calibration.
1. Irradiance: ultra-low: 0.35W/m2 (UVA, UVB) ji Height: 1.4 W/m2 (UVA), 1.23 W/m2 (UVB)
2. Irradiance uniformity: Covering 4% of the sample surface
3, Panel temperature range: UV Stage - BPT 35-80°C (95-176°F) Condensation Stage - BPT 35-60°C (95-140°F)
4. Sample Capacity: 48 one + BPT on 24 sample holder or placed on the sample tray of 1140 × 640 × 690 (D width × W depth × H height).
5. Weight: about 150 kg, depending on the optional accessories Depends
6 power supply: voltage 220V±10%, single-phase three-wire system, 50/60Hz, current 8A
7. Spray water pressure: 25-40psi (1.7-2.7bar), purity: dissolved solids, silicon: absolute, conductivity: or 200k ohms or see Test Methods
8. Condensate Requirements: Pressure: 2-60psi (0.1-4.1bra); Purity: deionized water recommended but not required.
Strictly follow the requirements of ISO9001 Quality Management System, ISO14001 Environmental Management System and European CE product certification.
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Recover data from broken iPhone
Step 1. Run the program and connect your broken iPhone
At first, download iPhone Data Recovery software and install it on the computer. Launch the program and connect your dead iPhone to the computer via USB cable.
Step 2. Scan your broken iPhone
Immediately, the program will detect your iOS device and show its name on the frame. Just click the button "Start Scan" to scan your dead iPhone. It takes a few minutes on this process.
Step 3. Preview and recover data from dead iPhone
After the scan, all found data from your dead iPhone will be displayed in categories on the window. You can preview them in detail and check them one by one. Choose any item you want to restore by ticking the box before. Then click the button "Recover" to save the data on the computer.


Holosun 403R Gold Dot
The HE403R-GD is an Elite version of our HS403R small compact micro red dot optic. Employing Holosun’s new Gold LED technology, the lifetime for one CR2032 battery can be up to 5 years and has up tp 4x more efficiency when used the high brightness settings! This optic features our Shake Awake technology that powers the optic on with slight movement of the unit. It may be installed on various firearms such as shotguns, pistols ,air rifles and crossbows. The HE403R-GD is compatible with standard mounts.


Drs. Letscher and Chambers have been awarded $270,000 from the NSF to use topological tools to study the architecture of plant root systems.Wednesday, 01 August 2018
Ricardo Saucedo (rising senior majoring in Computer Science) presented his summer research project titled "GayTwitter: An Investigation of Biases Toward Queer Users in Natural Language Processing Models and AI Technologies"at the McNair Scholar Resarch Symposium on Friday July 27th. Ricardo's project, supervised by Dr. Kevin Scannell, examined how automated techniques that compute positive and negative sentiment scores for various terminology are influenced by the selection of sources.Monday, 30 July 2018
Students collaborating on research with Dr. Flavio Esposito have presented a variety of results at professional meetings this fall.
Mary Hogan (B.S. 2017) presented a poster at the 23rd ACM Annual International Confernece on Mobile Computing and Networking (MOBICOM 2017) at Snowbird, Utah. The work, authored with Dr. Esposito, was titled "A Portfolio Theory Approach to Edge Traffic Engineering via Bayesian Networks."
Thomas Merod (B.S. 2019) and Jiayi "Holly" Wang (B.S. 2017) traveled to Toronto, Canada to present a poster titled "A Behavior-Driven Approach for Expressive Intent Specification in SDN and NFV" at the GENI-NICE workshop in conjunction with the 25th IEEE International Conference on Network Protocols.
Later this semester, Kyle Coleman (B.S. 2018) will be traveling to the 18th ACM/IFIP/USENIX Middleware Conference in Las Vegas to present work coauthored with Dr. Esposito and Dr. Rachel Charney titled "Speeding up Children Reunification in Disaster Scenarios via Serverless Computing." Kyle was also one of six authors for work presented in October at the 4th National Workshop for REU Research in Netowrking and Systems.
Wednesday, 01 November 2017
The department is pleased to announce that the Boeing Corporation has donated to renew the BOLD (Boeing Opportunity for Leadership Development) scholarship program at Saint Louis University. Each of 29 scholarships will award $4785 to a student meeting the following criteria:
Preference is given to U.S. citizens.
For more information, please see the BOLD Scholarships page.
David Ferry joins the department in Fall 2016 as an Instructor of Computer Science. Mr. Ferry is completing his doctoral program in Computer Science at Washington University in St. Louis. His research interests involve real-time systems, parallel runtime systems, and cyber-physical system design. His doctoral work involves real-time hybrid simultation in an earthquake engineering laboratory environment. Prior to his doctoral work, he had completed a bachelors in Mathematics and Computer Science at Truman State University.Monday, 15 August 2016
Dr. Flavio Esposito joins our department in Fall 2016 as an Assistant Professor of Computer Science. Before joining the department, Dr. Esposito completed his PhD in Computer Science at Boston University, and subsequently worked for three years in St. Louis at Exegy Inc as a member of their Advanced Technology Group. Dr. Esposito's research program focuses on virtual network architectures and cloud management programmability. He has authored 25 journal and conferences papers on such topics.Monday, 15 August 2016


Document Type : Original Article
Federal University of Technology, Owerri
Department of Physics, Faculty of Sciences, Federal University of Technology Owerri, Nigeria.
Department of Physics, Faculty of Sciences, Federal University of Technology Owerri, Nigeria
Physics, Faculty of Sciences, Alvan Ikoku Federal College of Education Owerri, Nigeria.
The study presents the approximate solutions of Schrodinger equation in D-dimensions with the modified Mobius square plus Hulthen potential. The energy eigenvalues and corresponding wave functions are obtained using the Nikiforov-Uvarov (NU) method. Special cases of this potential are reported. Numerical results are also computed.


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Do babies and computers go together? It depends on who you talk to.
On one hand, the computer enables us to rotate images, pronunciations and sound effects, making lessons infinitely more varied and engaging than is possible with either flash cards or DVDs.
On the other, some people are worried about babies looking at any kind of screen - whether television or computer.
The reason why can be broken down into three main concerns: radiation, eye strain, and flash lessons (lessons involving the high-speed presentation of information).
Let's look at these concerns one by one...
Most modern home computers emit a negligible degree of radiation. If the radiation from the average computer were really harmful to babies, then it would be harmful to everyone, and we would all be told to stay away from the computer!
However, the old cathode ray tube (CRT) monitors - the big, bulky kind - do emit a significant amount of potentially harmful radiation. People who are particularly sensitive to this type of radiation (estimated to be around 20 percent of the population) can suffer ill effects from prolonged exposure, with symptoms including low mood and decreased immune function.
Thankfully, liquid crystal display (LCD) monitors - which do not have this problem - have become the norm in most countries.


The AI scene of the 2010s was shaped by breakthroughs in vision-enabled technologies, from advanced image searches to computer vision systems for medical image analysis or for detecting defective parts in manufacturing and assembly. The 2020s, however, are foreseen to be all about natural language technologies and language-based AI tasks. NLP, NLG, NLQ, NLU… The list of abbreviations starting with NL (Natural Language) seems to grow each day. Regardless of the technology domain, it’s observed that natural language technologies will be in a field-shaping position in a variety of areas from business intelligence and healthcare to fintech.
This is the third article in my series on Translation Economics of the 2020s. In the first article published in Multilingual, I sketched the evolution of the translation industry driven by technological breakthroughs from an economic perspective. In the second article, Reconfiguring the Translation Ecosystem, I laid out the emerging new business models and ended with the observation that new smarter models still need to be invented. This is where I will now pick up the thread and introduce you to the next logical translation solution. I call it: Data-Enhanced Machine Translation.
Technologies such as Natural Language Processing (NLP), deep learning and computer vision have been thriving since data science has become well-established as a field of study and expertise. These developments have paved the way for the rise of machine learning (ML) to achieve the concept of artificial intelligence (AI). The transformative effects of these new technologies continue to be observed in our daily lives at a gradually increasing pace as we move into 2022.
Google Research team has recently published a paper titled Data Cascades in High-Stakes AI. The six authors of this article, Nithya Sambasivan, Shivani Kapania, Hannah Highfill, Diana Akrong, Praveen Paritosh, and Lora Aroyo, bring light to a profound pattern of data undervaluation in high-stake fields where AI models are critical and prevalent. They conclude that although there is great interest in creating MT and ML models, there is less interest in doing the actual data work.
As AI is becoming more prominent in high-stakes industries like healthcare, education, construction, environment, autonomous machines, and law enforcement, we are finding an increased need to trust the decision-making process. These predictions often need to be extremely accurate, e.g. critical life or death situations in healthcare. Due to the critical and direct impact AI is having on our day-to-day lives, decision-makers need more insight and visibility into the mechanics of AI systems and the prediction process. Presently, often only technical experts such as data scientists or engineers understand the backend processes and algorithms being used, like the highly complex deep neural networks. The lack of interpretability has shown to be a means of disconnect between technical and non-technical practitioners. In an effort to make these AI systems more transparent, the field of Explainable AI (XAI) came into existence.
A machine learning algorithm uses data to learn and make decisions. The algorithm develops confidence in its decisions by understanding the underlying patterns, relationships, and structures within a training dataset. The higher quality the training data is, the better the algorithm will perform. So what is training data exactly?
Training data is perhaps one of the most integral pieces of machine learning and artificial intelligence. Without it, machine learning and artificial intelligence would be impossible. Models would not be able to learn, make predictions, or extract useful information without learning from training data. It’s safe to say that training data is the backbone of machine learning and artificial intelligence.
Training data is used in three primary types of machine learning: supervised, unsupervised, and semi-supervised learning. In supervised learning, the training data must be labeled. This allows the model to learn a mapping from the label to its associated features. In unsupervised learning, labels are not required in the training set. Unsupervised machine learning models look for underlying structures in the features of the training set to make generalized groupings or predictions. A semi-supervised training dataset will have a mix of both unlabeled and labeled features, used in semi-supervised learning problems.
The amount of training data you need depends on many variables - the model you use, the task you perform, the performance you wish to achieve, the number of features available, the noise in the data, the complexity of the model, and more.
Data cleaning is an essential step in machine learning and takes place before the model training step. It is important because your machine learning model will produce results only as good as the data you feed it. If your dataset contains too much noise, your model will capture that noise as a result. Furthermore, messy data can break your model and cause model accuracy rates to decrease. Examples of data cleaning techniques include syntax error removals, data normalization, duplicate removal, outlier detection/removal, and fixing encoding issues.
Training data can be sourced from many different places, depending on your machine learning application. Data can be found just about anywhere - from free publicly available datasets to privately-held data available for purchase, to crowdsourced data. These types of datasets are known as organic data or naturally occurring datasets.
Acquiring high-quality parallel corpora is essential for training good-performing MT engines. There are a number of publicly available multilingual corpora, such as the proceedings of the European Parliament (Europarl) or transcribed TEDTalks (OPUS). Owing to their size and confirmed high quality, these have been used by researchers as sources of large-scale parallel language data.
As our society continues to rely on technologies such as social network apps, emails, chatboxes, and more, the volume and availability of text data continue to multiply. Due to the popular use of online or phone services, companies have previously had a difficult time keeping up. Intent recognition models have come to the rescue to help flag and sort through the vastness of this text data.
There is a vast collection of textual data on the internet and in various organizational databases today, the overwhelming majority of which is not structured in an easily accessible manner. Natural language processing (NLP) can be used to make sense of unstructured data collections in a way that allows the automatization of important decision-making processes that would otherwise require a significant investment of time and effort to achieve manually.
Sentiment analysis is a subfield of Natural Language Processing (NLP) where the general sentiment is learned from a body of text. It is primarily used to understand customer satisfaction, social popularity, and feedback on a product from the general public through monitoring social or public data. There are different types of sentiment analyses that exist and are common in the real world.
The amount of content that is being produced worldwide and needs translation has been surging for years now. For the vast majority of players in the language industry, the COVID-19 pandemic didn’t slow things down but rather accelerated them. According to Nimdzi, the language services industry reached USD 55B in 2020 and is on a growth path expected to hit a whopping USD 73.6B by 2025. This will only be possible if the industry keeps on showing the same amount of resilience and adaptability, embracing new technologies and digital transformation.
Perhaps the most pivotal step in your machine learning application is the data preparation phase. On average, data scientists spend more time prepping and transforming datasets before actually training a machine learning model than any other task. Each machine learning algorithm requires the data to be in a certain format. Transforming the data into these specific formats will not only have a massive impact on the performance of the model but will also yield higher predictive power. Understanding and implementing the proper data preparation methods will strengthen any machine learning algorithm. Below is a brief guide on common data preparation techniques.
People create vast amounts of data daily through many touchpoints in their usage of the IoT (Internet of Things) devices, often without even realizing it. Think of all the apps you use, messages you send, pictures you take and share. And these are just the byproducts of your leisure activities (that you might not necessarily want to use elsewhere). Now, try to imagine how much data you create as part of your work. If you are a translator or a language service provider, the amount of language data you generated over time while working on projects, building glossaries or translation memories, or even just translating your favorite song or paragraph from a book for fun, is immense. More importantly, even if some years have passed and those specific lines of text are no longer used for their original intended purpose, they still have value as training data for ML applications.
Machine learning (ML) is all around us. From your mail inbox spam detection, to text or document classification, to self-driving cars, to speech recognition, and more, machine learning algorithms are present in our everyday lives. A machine learning model is an algorithm that learns and predicts data automatically, without the need to be explicitly programmed. In this article, we will review the main factors to consider when selecting the right ML model, given your application and data.


Man does this recorder look cool? I would have killed for one of these 10 years ago.
It’s a portable digital recorder, capable of 24/96Khz sampling rate recording. It records wave files into 4 gig internal memory or onto memory sticks. It has analog VU meters, runs on four AA batteries and is made out of Titanium.
The only drawback is the $2,000.00 price tag. But for a “pro” $2,000.00 is par for the course on a unit like this.


Onsdag 1. Dec. 2021
All Danish universities join forces for the largest research and tech fair in the Nordic region
30. nov - 1. dec 2021
Artificial intelligence, quantum computing and machine learning are technologies that are transforming our world and will become the next gamechanger for Danish companies. Being a leader in digital technologies is crucial for both the individual company and Denmark's entire competitiveness.
This is why the entire community of Danish universities now join forces with the Danish ICT Industry Association (IT-Branchen) and The Media House of Technology (Teknologiens Mediehus) to create a focal point for showcasing the latest research and the large number of businesses and start-ups driving the digital development in Denmark and the Nordic region. Together, they will ensure that the strong position of Danish research within digital technologies is transformed into new business models with companies in Denmark, will stimulate growth in small and medium-sized enterprises and unicorns, and promote innovation and startup activities in our society.
30. November (01:15 pm - 02:30 pm)
Organized by AAU in collaboration with DIREC
Digitization of the energy system using state of the art technologies is a prerequisite in order to realise the green transition which is based on flexible use of distributed energy resources. The key technologies are IoT, Big Data analytics and AI. The session will present recent results and applications. The presenters participate in the Innovation Fund Denmark project Flexible Energy Denmark (FED) which aims at developing a data lake for Living Labs as well as tools, solutions and a business eco-system. Among the 24 project partners are the technical universities and utility/technology companies. The presentations will be related to the project aims.
Introduction: “The importance of digital technologies in the green transition”, Kim Guldstrand Larsen, Professor, AAU Computer Science
Scientific Talk: “Digitalization for the future weather-driven energy system”, Henrik Madsen, Professor, DTU Compute
Scientific Talk: “Business Eco-Systems for Digital Energy”, Bo Nørregaard Jørgensen, Professor, SDU Energy Informatics
Business Talk: “Data-driven control and monitoring to support energy efficient and flexible building operation”, Henrik Lund Stærmose, CEO, Neogrid Technologies ApS
Business Talk: “FlexShape Aggregator-as-a-Service for Scalable Digital Energy and Flexibility Trading”, Jonas Brusokas, Senior Scientist, FlexShape ApS
Business Talk: “Center Denmark – the Danish Hub for Digital Energy”, Søren Skov Bording, CEO, Center Denmark
Session coordinator: Arne Skou, Associate Professor, AAU Computer Science
Facilitator: Kim Guldstrand Larsen, Professor, AAU Computer Science
Mark Riis, Conference Director, Head of Innovation, DTU Compute, + 45 61396354, firstname.lastname@example.org
Anders Pall Skött, Co-organizer, Head of Business & Innovation, DIKU, Univ. of Copenhagen, email@example.com
Per Bach, consultant, sale of stands and sponsorships, DTU Compute, + 45 28109504, firstname.lastname@example.org


Components of an electric actuator
An electric valve actuator is made of many parts but few of them are important and it can be helpful to understand how they all work together in the whole actuator.
A Motor can be of any voltage used over the world and in different industries ranging from, petroleum, paper pulp, mining, air conditioning and refrigeration, food beverage, steel industry, chemical and petrochemical.
A brake is fitted on top of the motor to halt the media from forcing on the valve and opening it by the pressure alone.
A motor start capacitor gives the motor the necessary force to start.
Limit switches are used to provide a certain amount of electrical contacts in the open, close or intermediate position. Standard electric valve actuators have two limit switches, one to move it to an open position and one to move it to a closed position to systematically control rotary travel. Cams, slided on the shaft, activate the switches when reaching the desired position.
In order for the motor to start the capacitor is always needed to give enough power to the motor to successfully start.
The brake is being powered in the closed position to hold the motor in position. If no brake is fitted, the danger is that the pressure of media inside the pipe pushes the valve and inevitably opens it slightly. The actuator will sense the valve being forced open and will rotate again to full close position. Repeating this action over and over, as the media pressure pushes the valve back open. Over time, this will damage the motor and the actuator
For more about the components for a valve actuator get in touch with the professional at Fluid Control Valves today!


3 Light Switches Riddle 1 Bulb
3 Light Switches Riddle 1 Bulb
18/01/2006 · Light bulb riddle? You are standing outside of a room. The door to the room is closed. Inside the room is a light bulb. Outside of the room there are 3 light switches. One turns on the bulb, the other two are useless. You can turn the switches on and off as many times as you like, but you can only enter the room...
Turn one light switch on, wait a few minutes, then turn it off and turn another light switch on. Go into the room and feel the light bulbs. The one that’s still warm is connected to the switch that you first turned on, the one that is on was the second switch you turned on, and the last bulb is controlled by the switch that you didn’t touch.
Riddle: Imagine you are in a room with 3 switches. In an adjacent room there are 3 bulbs (let's say in lamps which are on a regular table), each switch belongs to one bulb. All are off at the moment. It is impossible to see from one room to another. No help from anybody else is allowed.
Suppose that you are standing in a hallway next to 3 light switches, which are all off. There is another room down the hallway, where there are 3 incandescent light bulbs – each light bulb is operated by one of the switches in the hallway. Because the light bulbs are in another room, you can […]
07/07/2013 · Clue: Light Bulbs get hot when they’re on. Clue didn’t help you . Here is the solution for you. Switch on switches 1 & 2, wait a minute and switch off number 2. Enter the room. Whichever bulb is on is wired to switch 1, whichever is off and hot is wired to switch number 2, and the third is wired to switch 3.
Home » Induction Puzzles » Interview Puzzle » 3 switches 1 light puzzle. 3 switches 1 light puzzle. A + A-Print Email. You have a set of 3 light switches outside a closed door. One of them controls the light inside the room. With the door closed from outside the room, you can turn the light switches on or off as many times as you would like.
Open the door. If the light is on, then switch number 2 controls it. If the light is off, then go and feel the bulb with your hand. If the bulb is hot, then switch number 1 controls it, and if the bulb is cold, then switch number 3, the one you did not touch, controls it. ← Previous Post Next Post →
There are three light switches outside a room. Inside is a single light bulb, controlled by one of the three switches. You need to determine which switch operates the bulb. You can turn the switches on and off as many times as you wish (they are all off to begin with), but may only enter the room once. There is no one there to help you. The door to the room is closed, and there are no windows ...
The answer is 1. here is the details: S1,S2,S3. Switch ON all 3 switches one by one. dont visit the room as bulb will be glowing for sure. Then, Switch OFF S3, check bulb on or off, If OFF, then Minimum visit=1;
01/03/2011 · You are in a room with 3 switches which correspond to 3 bulbs in another room and you don't know which switch corresponds to which bulb. You can only teleport to the room with the bulbs and back once. You can NOT use any external equipment (power supplies, resistors, etc.). How do you find out which bulb corresponds to which switch?


Founder, Chief Engineer
Sebastien is an award winning product engineer and developer, with an extensive career leading pharmaceutical and healthcare projects.
Sebastien founded Pix Medical in 2014 with a vision to build world leading connected apps and devices that will transform healthcare. He is responsible for all engineering and development at Pix, alongside building and growing the company as CEO.
Sebastien founded Pix following 6 years as a Senior Engineering Consultant at Team Consulting. During this time he was lead engineer for the development of OrganOx metra – a device proven to keep a liver alive outside the body for up to 24 hours, and provide realtime data on liver function and viability. Further to this he lead development on Class III closed loop systems, safety critical mobile devices, Lab-on-Chip biosensors, medical apps and more.
He holds a diploma in Mathematics and Physics from the University of Paris (Jussieu), a BEng in Electronics and Computer Engineering and an MBA in Business Administration from Brighton University.
Sebastien was awarded two British Engineering Excellence awards, ‘Design Engineer of the Year’ and the ‘Grand Prix’ prize in 2013. He has authored numerous research papers and patents.
Outside of work, Sebastien runs as much as possible in the Suffolk countryside around his house. He can also be found hacking together electronic components in his garden shed!


Automated technology is quickly becoming prevalent in cars and trucks. Motorcycles may soon be next. So far, the motorcycle industry has not seen as much advance in automated vehicle technology compared to four-wheel vehicles.
But as scientists develop ever-more-sophisticated automated technology, motorcycle companies are moving to include it in newer models. With motorcycles sales topping 500,000 units per year in the United States, some technology companies motorcycle manufacturers have seen a lucrative opportunity to develop automated technology for motorcycles.
The companies leading the way
Startups are currently the movers and shakers regarding advances in automated systems for motorcycles are currently. Damon X Labs, a startup based in Canada, is developing automated systems including adaptive cruise control. Ride Vision, an Israeli startup, has raised over $2.5 million in funding to develop similar technology. Following their lead, the auto parts supplier Bosch recently announced that it is also creating automated systems for motorcycles.
More automated technology, fewer accidents?
Automated technology could dramatically improve safety for motorcyclists. The National Highway Traffic Safety Administration estimates that motorcycle accidents occur 28 times more frequently than car accidents. Motorcycles equipped with automated technology may be able to help drivers determine whether to accelerate or decelerate to avoid an accident; provide a 360-degree view of a motorcyclist's surroundings; and alert the rider if he or she is leaning too hard. This could prevent numerous motorcycle accidents and personal injuries.
Currently, automated systems are still in the development and testing stage for motorcycles. As the technology becomes more sophisticated, many manufacturers will move to install it in their bikes. In the meantime, motorcyclists and drivers alike must take initiative to ride and drive safely to avoid injuries.


CAPE TOWN – A new piece of technology called RapidPlex is able to detect Covid-19 in less than 10 minutes.
As the Covid-19 pandemic continues to affect the globe with a rising number of infections but what makes this virus particularly dangerous is how it’s capable of transmission while undetected with little to no signs or symptoms shown by the carriers,
As researchers and scientists continue to learn more about this novel virus and with an official vaccine yet to arrive, the world maintains a big focus on Covid-19 detection methods whether it is enhanced testing kits or exposure logging apps to help reduce the spread.
Recently Caltech, a world-renowned science and engineering institute, has unveiled a newly developed test kit that detects infection status, severity and immunity within 10 minutes using a low-cost sensor that analyses saliva or blood enabling at-home diagnosis without the need of a medical professional, even for those asymptomatic.
The research was conducted in the lab of Wei Gao, an assistant professor in the Andrew and Peggy Cherng Department of medical engineering, who had previously developed wireless sensors, with his team, able to monitor conditions such as gout and stress levels through small samples of specific compounds found in saliva, sweat and blood.
The new RapidPlex kits contain sensors made of graphene which is a sheet form of carbon with plastic etched sheet providing pores and increasing the sensitivity of the sensor to improve detection with high accuracy.
“This is the only telemedicine platform I’ve seen that can give information about the infection in three types of data with a single sensor,” Gao says.
He explained that within minutes they are able to simultaneously check the levels, in order to get a full understanding of the infection, including early infection, immunity, and severity.
The test kits have only been tested on a small amount of blood and saliva samples obtained for medical research with the sensor showing high accuracy in the preliminary testing in those positive and negative of Covid-19, although Gao insists that larger-scaled testing is needed to determine the definitive accuracy of the test kits.
“Our ultimate aim really is home use. In the following year, we plan to mail them to high-risk individuals for at-home testing. And in the future, this platform could be modified for other types of infectious disease testing at home,” he says.
For LIVE updates on the Coronavirus pandemic, follow us on Twitter: @sacoronamonitor


Bolt this quad monitor display to your desk and secure with a grommet for a rock-solid, all-steel monitor desk mount solution. This quad monitor desk mount supports four widescreen monitors of up to 30" W each in a two-over-two formation. The height of the pole is 28" from the desktop, centering your quad monitor display at eye-level. Independently adjust each monitor for proper alignment and glare considerations. Patented Centris technology provides smooth, fingertip tilt adjustments of up to 15 degrees in all directions. The screens stay in place until you decide to re-adjust.Delivered in pre-assembled parts for fast and easy installation, this quad monitor desk mount includes snap-on cable covers for a clean, professional appearance. Teardrop-shaped mounting holes making mounting the screens hassle-free. Add the optional quick-release mechanism to make dismounting the screens as easy as the flip of a latch. This quad monitor mount supports a total of up to 90 lbs. Internal balance compensates for different monitor display weights.
This product contains 40% recycled content.
This product is 100% recyclable.
© Copyright 2015
OneStopErgonomics.com 119 Crater Lake Avenue, Medford, OR 97504(800) 898-0280


The electric field in dielectrics
Molecules that, in the absence of an external field the centers of gravity of positive and negative charges do not coincide, ie, there is a dipole moment , are called polar. These include H2O, CO, NH, HCl, SO4 etc.
Ionic crystals (NaCl, KBr, KCl) have a crystalline structure. The nodes of the space lattice are interleaved ions of opposite signs. In ionic crystals can not distinguish individual molecules. They need to be seen as a system of two sublattices - positive and negative.
The crystal lattice of salt
where α - polarizability of the molecule (characterizes the "response" of the molecule to the electric field). α - characteristic of an atom or ion.As the quantity characterizing the degree of polarization of the dielectric polarization of the vector - is taken - the dipole moment per unit volume (or the density of the dipole moment)
where - the dipole moment of a single molecule , - the total dipole moment of the volume V.
Three types of dielectric correspond to three types of dielectric polarization
Ionic polarization - the emergence of the dipole moment in ionic crystals induced by the displacement of the sublattices of positive ions along the field, and negative - against the field .
where χ - dielectric susceptibility of the substance, shows how the dielectric response (perceived) to an external electric field.
in weak fields. χ – dimensionless
If between the plates of plate capacitor dielectric layer placed, the resulting polarization of the positive charges in the dielectric will be displaced in the field, and negative - against the field, and on the right side (in the picture) and come into existence the excess of positive there, and on the left side - an excess of negative charges with a surface density + σ 'and -σ'. These charges create inside the dielectric plate a homogeneous field, the intensity of which is equal to the Gauss theorem
where - the surface density of bound charges .
Outside the dielectric . External field and internal directed towards each other, therefore, inside the dielectric
Outside the dielectric .
We define surface density of-related charges . Total dipole moment of the dielectric plate
where S - area of ??the face plate, d - its thickness. On the other hand, the total dipole moment is
where Q'- bound charge of each face, d - arm dipole .
The surface density of bound charges is equal to polarized (polarization) P.
Dimensionless quantity called the dielectric constant. ε shows how many times the dielectric field is weakened, describing the quantitative properties of the dielectric to polarize in an electric field .
§ 3 The electric displacement.
For the description of the electric field, in particular, in the dielectric, introducing the electric displacement vector (the vector of electrostatic induction) , equal
Resulting field is described by a vector in the dielectric intensity . depends on the properties of the dielectric (of ε). Vector describes the electrostatic field generated by the free charges. Bound charges arising in the dielectric, can cause redistribution of free charges up the field. Therefore, the vector describes the electrostatic field generated by the free charges (ie in a vacuum), but with this their distribution in space, which in the presence of a dielectric.
Gauss theorem for the electrostatic field in the dielectric:The flow of the displacement vector of the electrostatic field in the dielectric through any closed surface is equal to the algebraic sum inmates inside this surface free electric charges:


Outline, Data on the Evolution of Interests and Communities
More on the Evolution of Interests and Communities
MLaroundHPDC/HPC and MLAutotuning
Learning Model Details and Agent Based Simulations
Challenges and Opportunities, Conclusions
Big Data analysis can be extremely time and resource consuming. Luckily, there is a solution that’s no stranger to complex analysis and data evaluation: High Performance Computing (HPC). In this course you’ll learn about HPC in a Big Data World.
Big Data requires the right HPC infrastructure and resources to support the high-performance data analytics that power artificial intelligence applications. Traditional enterprise IT technology can’t handle the complex and time-critical workloads that these applications require.
Deployed on premises, at the edge, or in the cloud, HPC solutions are used for a variety of purposes across multiple industries. Examples include: Research labs. HPC is used to help scientists find sources of renewable energy, understand the evolution of our universe, predict and track storms, and create new materials.
Cluster computing or High-Performance computing frameworks is a form of computing in which a bunch of computers (often called nodes) are connected through a LAN (local area network) so that they behave like a single machine.


Birko Introduces Improved Blend-On-Site System (BOSS™)
Powerful PC Collects Data From Remote Systems
HENDERSON, Colo. – Birko, a leader in providing food safety solutions to the protein processing industry, today announced that its Blend-On-Site System (BOSS™), which blends high performance cleaning and sanitation products on-site from custom chemical concentrates, has been enhanced with the addition of an industrial PC for real time monitoring of chemical consumption.
BOSS™ controls the allocation of chemicals to avoid inaccurate mixing and over use while generating valuable data for plant management. The PC touch screen, which measures 12.1”, controls a main panel and electronically connects several remote panels.
Remote panels are Allen-Bradley PLC based and designed to collect data at the point of use, then send it to the main panel. As well as blending customized cleaning formulations, the BOSS™ system allows chemical usage to be tracked throughout the plant including sanitation, tripe, trolley, BLAST bromine, entryways, tallow split, rendering, CIP and antimicrobial process aids. In addition to enhancing the system’s hardware, Birko has upgraded the proprietary BOSS™ operating software, which was specifically written for the application.
Both the main and remote panels are mounted in stainless steel enclosures.
The improved BOSS™ allows users to customize formulas at both the main and remote panels, making it possible to formulate products, which are functionally equivalent to pre-blended products at a lower unit cost. The remote panels can do “point of use” blending, which is ideal for clean-in-place (CIP) applications, as well as trolleys and tripe. The main panel can be used for “blend on site” sanitation applications. The BOSS™ can be configured with six or seven remote panels for point of use blending, with one main panel for blend on site.
The BOSS™ push buttons and switches operate on 24 VDC power, which provides a safer Human Machine Interface in the often-wet environments of processing plants.
Birko is a leading provider of food safety solutions to the protein processing, food and beverage industries. Birko manufactures concentrated CIP, sanitation, antimicrobial intervention and process chemical formulations. Birko’s equipment division, Chad Equipment, LLC, designs and manufactures chemical dispensing systems, antimicrobial mixing and spraying conveyors and carcass washing and pasteurizing equipment. Birko’s information technology includes BirkoStats™, an online chemical usage tracking system. Founded in 1953, Birko is a WBENC Certified Women’s Business Enterprise and was awarded Supplier of the Century by the National Meat Association.


Charging the battery
Connect the openSPOT3 to a USB power supply to start charging the battery. The openSPOT3 is fully functional while it is charging.
Power up the openSPOT3 by pressing the power button for at least 1 second.
If the device is running with the factory default configuration, then there's an initialization running for about 15-20 seconds and the status LED will be blinking white:
After this, the LED will be slowly flashing white indicating that the device has entered access point (AP) mode and it's broadcasting it's own Wi-Fi network called openSPOT3 AP:
The AP mode is the openSPOT3's default mode of operation if no Wi-Fi networks are configured. AP mode lets you configure a Wi-Fi network which the openSPOT3 will connect in normal mode. You can switch between AP and normal mode anytime by pressing the Wi-Fi button for about 3 seconds.
Connecting the openSPOT3 to a Wi-Fi network
Connect your web browser device (phone/tablet/computer) to the Wi-Fi network called openSPOT3 AP.
If there is no Wi-Fi network called openSPOT3 AP, then make sure the openSPOT3 is in AP mode (status LED is flashing white). You can switch between AP and normal mode anytime by pressing the button for 3 seconds.
Also make sure the openSPOT3 is placed close to your phone/tablet/computer.
The initialization setup opens automatically.
If the initialization setup won't open automatically, then you can open it by entering http://192.168.99.1/ into the web browser while your browser device is connected to the Wi-Fi network openSPOT3 AP.
Select the country of operation, then click on the Next button.
Select which Wi-Fi network the openSPOT3 will use (usually your own Wi-Fi network) by clicking on the Connect button at the desired Wi-Fi network. Enter the Wi-Fi network password in the Network key dialog (make sure you enter the password case sensitive), then click on the dialog's Connect button.
The openSPOT3 stops broadcasting it's own Wi-Fi network, and automatically tries to connect to the selected Wi-Fi network. This is indicated by the status LED becoming blue and then eventually alternating green/orange, or green.
The web browser device (ex. your phone) detects that the openSPOT3 AP is no longer available, and drops the connection. It should automatically connect back to the previously used Wi-Fi network. If it does not, connect it to the same Wi-Fi network as the openSPOT3.
A successful connection to the Wi-Fi network is indicated by an alternating green/orange (or green) status LED on the openSPOT3 which means the Null connector is active and the device is connected to the Wi-Fi network.
If the openSPOT3 can't connect to the configured Wi-Fi network (the status LED stays flashing blue), then it will automatically switch back to AP mode (indicated by flashing white LED) after 1 minute. If this happens, then restart the steps written above and verify that the Wi-Fi password is entered correctly.
Quick Setup initialization
If the openSPOT3 is connected to the Wi-Fi network (indicated by green or green/orange) flashing LED, then open SharkRF Link in your web browser. Enter the openSPOT3's device UID (you can find this ID on the sticker at the bottom of the openSPOT3), then click on the Connect button.
The openSPOT3's web interface will open in your web browser. If not, then make sure your browser device (phone/tablet/computer) is connected to the exact same Wi-Fi network as the openSPOT3, and that the openSPOT3 is connected to the Wi-Fi network indicated be green/orange or green LED.
Fill in your callsign and IDs in the Quick setup, then click on the Save button.
Quick Setup helps you to configure the openSPOT3 with your transceiver and connect to the preferred network.
- Select the type of your radio
- Set some basic settings like the frequency, and select the network you want to connect (this will set which connector will be used)
- Select the server to connect, set the needed network parameters (like your callsign, IDs, etc.), and click on the Connect button
- After the openSPOT3 is connected to the selected server it is ready to use with your transceiver


Thomas Werner brings significant experience with technology companies, especially in the renewable energy and semiconductor sectors. Mr. Werner was formerly the Chief Executive Officer and a member of the Board of SunPower Corporation, a leading global solar energy company, from 2003 until 2020, and Chairman of the Board from 2011 until 2021. Before joining SunPower, he held the position of Chief Executive Officer of Silicon Light Machines, Inc., an optical solutions subsidiary of Cypress Semiconductor Corporation, from 2001 to 2003. From 1998 to 2001, Mr. Werner served as Vice President and General Manager of the Business Connectivity Group of 3Com Corp., a network solutions company. He has also held a number of executive management positions at Oak Industries, Inc. and General Electric Co. Mr. Werner currently serves as a board member of Cree, Inc., a LED manufacturer, and the Silicon Valley Leadership Group. He served as a member of the board of directors of Silver Spring Networks, a provider of smart grid applications, from March 2009 to January 2018.


The Kokoro Scan is among the more advanced laser light pen scanners available today. This pen based mostly machine can be purchased to get a fairly small sum of money, then when you review it to the more prevalent, traditional pen based scanning device devices, it can come very close to priced at double.
Laser scanning equipment are used in medical treatment centers and other medical-related facilities around the globe. These devices are used to check out objects just like x-rays, medical charts, and various sorts of paper records. A beam of light scanner is capable of being attached to any type of record, from letters to manuals to books and many other things.
The Kokoro scanner works by giving out a high energy light on to the report to be sought. The sunshine is then absorbed by the target, and the sought image can now be transferred to the computer for use. The pc then comes anywhere close this to an image stored in the laser light printer cartridge, and if there is a match, it then sends a ‘ping’ returning to the user with the pen.
If the light provided by the scanning device is not really strong enough, the light will not penetrate the object enough to generate an where to download gamecube isos photograph. This is where the ink cartridge comes into play. The cartridge contains a thin layer of color that can absorb the beam of light light, hence allowing for a much better image to be generated through the document scanned.
Laser readers also use different types of lenses to supply for a better image, however some machines use only the front lens of the reader. Most modern laser scanning devices also enable manual focus, which allows you adjust the depth of field once working on the document to be scanned.
Laser light scanners are also made to fit for different types of docs and producing tasks. The ink container can even be replace by a dye-sublimation printer cartridge, that enables for a considerably faster producing time. You will discover other types of ink jet printers that can become used in addition to the laser scanner, and the user can even currently have several at a time if they so select.
The biggest drawback to the Kokoro scanner is that the prices for the purpose of the products happen to be fairly excessive. This is due to the fact that they have to have got several lasers, and the reality they are generally used in considerable medical facilities where the cost of production and shipping of this kind of devices is high. When compared to the more affordable laserlight based ink jet printers, the cost of a laser-based program can be somewhat steep.
However , there are many other sorts of laser code readers available today, which can be less expensive than the ones purchased by the Kokoro company. Should you be looking for a less costly way to scan records, you may want to consider checking out one of the a large number of cheaper laserlight scanners available online.
The Kokoro company is still relatively new in the scanning business, but their brand has already recognition thanks to all their many happy customers. The products are cost-effective and can be discovered quite easily online, so if you want to try out a low-cost device that is certainly effective at producing good quality images, the Kokoro scanner may want to be a interest for your next pay for.


Percentage of online courses at RACC.
Internet outages were becoming increasingly problematic. This led RACC to evaluate their current internet architecture and engage Weidenhammer as their partner. The objective was to design a reliable, redundant internet platform which ensures high availability and minimal disruption to students, faculty, staff and classes.
Working with RACC Weidenhammer was able to provide a solution that included:
- Replacing the existing ASA 5525 firewall with Cisco 2130 next generation firewalls deployed in a single, high availability pair
- Implementing Cisco’s Firepower security solution on the new firewalls
- Deploying Border Gateway Protocol (BGP) to exchange routing and reachability information among autonomous systems on the internet
- Increasing the availability of their internet service—a key benefit for students who can now reach student online resources
…it was a pleasure working with Weidenhammer on the design and implementation of this solution. I have always found Weidenhammer’s engineers able to understand our challenges, design a solution to meet our needs and deliver on the implementation…Anderson Forrest, CIO
Since a new internet solution has been developed and parameters defined, the results show
- RACC now has a high availability internet solution designed to fit their needs
- Redundant firewalls and system configuration allowing for primary and secondary internet providers with failover
- Automatic funneling—when one service provider goes down, internet traffic is automatically funneled to the alternate service provider allowing for seamless productivity and connectivity
- Uptime is increased for students, faculty and staff


Sorts Of Electric Services
Electricians are electrical solutions professionals that can set up, fix and also maintain all type of electrical devices in businesses, residences and offices. Electrical solutions include a wide range of services including electrical wiring, electrical power distribution, electrical safety and security and upkeep, and installment of electric tools. Electrical solutions (974 7769) have to be gotten in touch with to identify the ideal voltage as well as stage needed for a particular area where electric equipment is to be mounted that needs electrical energy apart from the major electric supply, single stage, approximately 120 v., rotating existing. In locations where 2 or more voltage degrees are required, different circuits might be needed. If you have a pool in your back yard, you might work with an electrical expert to install circuitry, electrical solutions and more. The electric services a professional electrical expert supplies include fixing harmed home appliances such as cooktops, refrigerators, washers as well as dryers; mounting lighting fixtures, ac system and heating units; setups of double-glaze window and also hot water heater; and electrical wiring as well as soldering of numerous electric parts. A qualified electrical expert is additionally proficient at installing cord systems, house improvement facilities and safety systems. He is also experienced concerning the correct performance of numerous circuitry devices. Hence he can assist make your house safer by avoiding accidents such as electrocution, fire and also electrical fires. Specialist electricians provide their expertise at various costs relying on various variables. Fees depend upon the size, type as well as job experience of the electrical expert, in addition to the electrical requirements of the consumer. Regional electrical contractors bill lower rates than those of electrical solutions companies which are located in distant areas. For domestic consumers, affordable electric setups are given by electrical specialists. Electric contractors provide residential and business electrical solutions at reasonable rates. They are specialized to set up cables and electrical wiring tools. Sometimes, electric services business likewise supply home upkeep services such as mounting anti-theft systems, replacing defective lights and appliances, and also installing security systems. Business electricians normally do maintenance jobs such as installations of security systems and also managing significant repair. Numerous various other solutions that electrical experts may provide consist of electrical wiring intercoms, as well as security devices for windows and doors. Different installments are likewise done by residential electric contractors. For commercial electric services, a knowledgeable electrical expert is required who has the expertise of different industrial applications and techniques. Industrial repair services are mainly required to repair faulty or damaged electric devices, in addition to repairing electrical devices that were damaged or malfunctioned because of factor such as overload, climate condition, resonances, and mishaps. These electrical solutions can be performed at services and also homes. However, there are specific industrial electric services that can just be done by licensed electrical experts that have actually gone through unique training. Business tasks call for comprehensive, customized and professional electric solutions from certified electrical contractors. Commercial electric services consist of installation and maintenance of all kinds of electrical tools used in an industrial service. Installment consists of the fitting of all essential equipment, electrical wiring, as well as various other electric products. Maintenance services include repair services, replacements and also maintenance of electrical products such as light bulbs, outlets, switches, integrates, electrical electric motors, outlets, as well as electric installations. These solutions are called for in all types of commercial tasks.


Integrated Wi-Fi compliant wireless LAN o manual Intel PRO/Wireless 3945ABG (802.11a/b/g memory 5, configured with 1024MB PC4200 DDR2 memory modules (both memory slots may be occupied) 1024MB (Min 4096MB (Max with 512MB, or 1024MB, 2048MB.
Intel Centrino Duo Mobile Technology featuring: Intel Core 2 Duo Processor T5200.60GHz, 2MB L2, 533MHz FSB with 64-bit.
Copyright Toshiba America toshiba Information Systems Inc.
To adjust the volume.Do not set the volume satellite too high when using headphones.Using external speakers or headphones Your computer is equipped with a full toshiba stereo sound system with internal speakers.C1, chipset o Mobile Intel 945GM Express Chipset.Chipset o Mobile Intel 945GM Express Chipset.Dimensions (WxDxH.25 (108.0mm).34 (34.0mm).85 (47.0mm) Weight: starting.67 lbs (305 g) Battery 13 6-cell (4000mAh) rechargeable, removable Lithium Ion (Li-Ion) battery pack.Layer, (8x satellite DVD-R (Double Layer, (4x toshiba DVD-RW (6x dvdr (Single Layer, (8x dvdr (Double Layer, (4x dvdrw (8x DVD-RAM (5x) 8, display.4" diagonal widescreen TruBrite TFT active-matrix LCD display at 1280x800 native resolution (wxga) 9, graphics, intel Graphics Media Accelerator 950 with 8MB-256MB dynamically.One pcmcia Type II/Type I Card Slot 5-in-1 Bridge Media Adapter o Secure Digital, Memory Stick, Memory Stick PRO, o Secure Digital slot supports sdio Ports Video o RGB (monitor) output port o S-Video output port Audio o Microphone input port o Headphone toshiba output port.Integrated Wi-Fi compliant wireless LAN o Intel PRO/Wireless 3945ABG (802.11a/b/g) 5, memory, configured with 1024MB PC4200 DDR2 memory modules (both memory slots may be occupied) 1024MB (Min 4096MB (Max with 512MB, or 1024MB, 2048MB.The headphone jack requires a 16-ohm stereo mini-jack.
Exploring audio features You can use your computer to record sounds using the internal microphone (available on certain models) or an slimcleaner optional external microphone.
Start Recording/Stop Recording button (Sample Image) instructions Sound Recorder screen 3 Click the Start Recording button.
One pcmcia Type II/Type I Card Slot 5-in-1 Bridge Media routingpdf Adapter o Secure Digital, Memory Stick, Memory Stick PRO, Multi Media Card, xD Picture Card shared slots o Secure Digital slot supports sdio Ports Video o RGB (monitor) output port o S-Video output port Audio.
Recording sounds You may antenna record sounds by connecting an optional external microphone or other sound source to the microphone jack.
Using a microphone 1 If you want to use an external microphone, connect it to the computer.Graphics 9 Intel Graphics Media Accelerator 950 with 8MB-256MB dynamically allocated shared graphics memory Sound Built-in stereo speakers Sound Volume Control Dial Input Devices Keyboard o 85 key US keyboard o Hot Key Functions (Fn) o Windows Key Function o Application Key Function TouchPad pointing.This product specification is variable and subject to change prior to product launch.1.0 MCL T20061025 CB1.01 1 o CD/DVD control buttons (Skip to Previous/Next Track, Communications Toshiba.92 software modem 10/100 Base-TX Ethernet Integrated Wireless-LAN: o Intel PRO/Wireless Network Connection 3945ABG Expandability 2 main memory slots.Exploring Your Computers Features 123 Using PC routingpdf Cards Using PC Cards technical note: For pcmcia-compatible PC Cards, check the package to make sure they conform to the pcmcia.1 standard instructions (or later).Technical note: Use amplified speakers that require an external power source.PC4200 DDR2 memory modules.Layer, (8x manual DVD-R (Double Layer, (4x DVD-RW (6x dvdr (Single Layer, (8x dvdr (Double Layer, (4x dvdrw (8x DVD-RAM (5x display.4 diagonal service widescreen TruBrite TFT active-matrix LCD display at 1280x800 native resolution (wxga).Satellite A135 Detailed Product Specification, model Name, description.
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1.0 MCL T20061025 CB1.01 Page 1.


Elektron Music Machines
April 26, 2022
Uninstall first, then install.
Should you experience any problems or find any bugs, please report this to
Elektron support: http://www.elektron.se/support
The Elektron development team
Fixed issue with corrupt audio on Four/Rytm/Keys (all MKI) on macOS Big Sur and Monterey.
Fixed issue where Delay Mix Volume was updating Delay Reverb Send in the Digitakt plugin.
Added Syntakt Plugin
New channel design in Overbridge Control Panel
Added levels monitoring in mixer
Added ability to change start/end in Rytm Sample graph Added ability to change start/length/loop in Digitakt Sample graph
Added ability to preview samples with space key
Added name of right-clicked parameter to menu
Added update warning if Overbridge and device versions do not match in plugins when using auto-select
Added missing LFO1 destinations in LFO2 destination list for Digitone
Fixed issue where pattern values where loaded when loading a project with globals enabled
Fixed issue where Digitone Reverb Shelving Filter Frequency jumped between 0 and 127 when using the graph
Fixed issue with global track level in track view
Fixed issue where changing Reverb Send in Analog Four Saturator Delay also changed the input filtering graphics
Fixed issue with the attack in the Filter and User envelope in Analog Four
Fixed various issues with the right-click modulation menu in all plugins
Fixed issue where pattern mutes did not update after changing pattern
Fixed crash when closing DAW while Sidechain Routing window is open
Fixed issue where INT TO MAIN auto setting was not working correctly while CPU was stressed
Fixed renaming bug in the Analog Heat plugin
Fixed global external mixer parameter communication
Fixed global internal mixer parameter communication
Add support for Dual Mono parameters in the Digitone plugin.
Add support for Global FX Modes parameters in the Digitone plugin.
Fixed bug where Total Recall prompt did not appear in the plugin.
Fixed bug where notifications didn't show up.
Fixed bug where editing the textbox input value didn't update the device
Added missing tooltips in the Digitone plugin.
Fixed issue where Engine could crash when shutting down
Fixed UI issue in Digitakt plugin filter component.
Fixed issue where a plugin could fail to connect to Engine. This would more likely happen if a device was detached / attached quickly, for example when installing a new firmware.
Fixed issue where "end" parameter of chosen sample was changed when changing sample slot.
Fixed issue where side chain audio signal could end up with garbage samples when changing routing.
You can now select which Total Recall state to use (plugin or device) from the plugin.
Fixed potential problem with data being corrupt when sending data to the device.
Fixed potential issue with Total Recall image being corrupt.
Fixed crash in standalone plugins that happened if a mono output was selected.
Fixed potential crash in plugin gui.
Fixed connection issue where plugin kept playing but no device was selected.
Fixed two plugins thinking they are connected to the same device.
If DAW does not support sidechain a message about it is shown in the sidechain popup.
Fixed bug in initial sync of device where it could take up to 30 seconds to finish.
Fixed issue where total recall prompt did not appear in some cases.
Fixed Digitakt LFO speed range.
Fixed audio input selection in Standalone.
Fixed minor graphical line bugs.
Fixed issue with latency measuring when changing buffer size.
Fixed issue with selecting an Elektron device as input / output in standalone plugins.
Fixed potential crash in all applications.
Fixed issue with VST plugins reporting that the latency was 0.
This version is merge of previous versions from different beta testing rounds.
Modulation information now applied correctly in the Digitakt plugin.
Keep Q value when switching between filter types in the Digitakt plugin.
Added missing tooltips on base width filter in the Digitakt plugin.
Filter graph reflects the new gain value when double-clicking in the Digitakt plugin.
Filter graph shows correct state on startup in the Digitakt plugin.
Lots of performance improvements related to the CoreAudio plugin for macOS Big Sur.
Not supported in this version: * aggregate device * correct latency reporting
Added volume and mute control to the Core Audio plugin.
Fixed issue with plugins sometimes unable to connect to Overbridge Engine.
Fixed issue with mono bus configurations not working in Logic Pro X on Apple M1.
Support for all global modes
Added missing Sidechain Input options
Fixed Q value range
Rename TR to TRK
Capitalise LFO correctly
Digitakt 1.30 support
Added Second LFO Page
Added new EQ Filter mode
Added Base/Width Filter
Extended Sample Tune Range
Added Filter Envelope Delay
Added LFO2 support in Right Click menu
Increased LFO Depth range
External Input panel in Master/FX
Global Mixer mode in Master/FX
If device name update fails in Control Panel it shows the old name and not the attempted one
Beta version of CoreAudio plugin for macOS Big Sur.
Not supported in this version: * aggregate device * mute/volume per channel * correct latency reporting
Engine now shows a message if you should need to restart after installing USB driver on Big Sur.
Engine now shows a message with possible resolutions for some device communication errors.
Fixed issue with USB driver after waking up from sleep on Big Sur.
Fixed issue with mute states not showing correctly when plugin was started.
Fixed issue with ctrl + mouse click.
Control Panel should now show the old device name if changing the device name for some reason failed.
Fixed issue with non-alphanumeric characters in Kit/Sound names on Analog Four and Analog Keys.
Overbridge Engine's window size is increased for improved readability.
Added handling of power state changes (sleep/wakeup) to the Big Sur USB driver.
Improved reliability in the Big Sur USB driver.
Channel configuration and bit depth is saved in the device on Big Sur (on Windows and macOS versions prior to Big Sur the bit depth and channel configuration is still saved on the computer side).
Fix potential crash on plugin shutdown.
Improved latency and bugfixes for USB driver on Big Sur.
Fixed so that more popup windows are closed when moving the plugin window.
Improved latency in USB driver for Big Sur.
Engine will now show a message until system extension installation is approved on Big Sur.
Engine will now show devices not in OB-mode in the list of connected devices (but the device cannot be used with Overbridge until the USB mode is changed)
Plugins should now handle case when computer wakes from sleep on macOS.
All popup windows should now be closed if plugin window is moved. Previously this only worked in standalone versions.
Apply button in Control Panel is now not shown if bandwidth for the selected channel configuration and bit rate is too large.
Engine should now be able to detect devices even if an app using MIDI is open on macOS Big Sur.
USB driver now contains arm64 slice (previously it was running translated on Apple Silicon)
Control Panel could previously potentially show an incorrect channel configuration for Analog Rytm MKI and Analog Four MKI.
This version can be installed on all versions of Windows and macOS (disabling SIP on macOS Big Sur is no longer needed)
Engine will say incompatible firmware if a firmware that does not support all USB features on Big Sur is used.
Sequencer sync now works on Big Sur even if no output channels are enabled on AR MKI or AF / AK MKI.
Fixed potential crash in Control Panel that could happen on Big Sur if no response could be made from USB driver.
Fixed issue with Control Panel potentially enabling incorrect amount of channels on AR MKI or AF / AK MKI and Big Sur.
Fixed issue with Engine showing device as active even if plugin had been closed.
This version is targeted only for Big Sur and requires updated firmwares.
Add support for using devices class compliant MIDI on macOS Big Sur.
Fixed issue that could cause corrupt audio when Engine was started after Control Panel on macOS Big Sur
Improved Windows USB driver
Added tooltips to sidechain settings
Fixed so that two Engine icons does not appear on macOS
Fixed so that audio streaming is not broken after changing bit depth in Control Panel on Windows
Support for mono and stereo channel configurations in Logic
Engine should now not list a device as active when no plugin is open
Automation of on/off values didn’t work as expected for AudioUnits. Specifically, recording mute states were inverted.
Apply and discard should not appear after changing name in Control Panel
Digitone text input for ext input L/R parameters scales correctly
Better error handling and other improvements to the Big Sur driver
Popups are now closed when moving the plugin window
Experimental support for Big Sur
Drop support for macOS 10.11
Plugin GUI now changes the mute state correctly
More fixes so that plugin would not crash when started
Change so that there is no logging when set to off
More fixes so that macOS doesn't ask "Where is Overbridge Engine" when installer runs
Fix potential crash when a plugin is started
Fix so that macOS should not ask "Where is Overbridge Engine" when installer runs
Stability and optimization fixes
The plugins now present mono hardware buses as mono instead of stereo when loaded into Reason
Fixed crash due to channel configuration
Added save to new kit for Analog Four and Analog Rytm
New macOS driver 3.4.13
Adjust delay time dotted values
DN: Give track buttons more space
Show system requirements in macOS installer
Added Ratio Offset to DN Modulation Menus
Fixed Ratio Offset double click reset
Various GUI fixes and optimizations
Fixed incorrect plugin code for Digitone, which could cause Digitakt plugin to be opened instead.
macOS uninstaller now requires restart
Added voice reuse voice allocation option
Velocity/Pitch Bend/Aftertouch/Mod Wheel/Breath depth parameter has higher resolution
New Play Modes supported
Fixed issue with on/off type values that could not be changed from machine when first changed from plugin, or vice versa.
Fixed issue with silent audio stream when starting playback in Reaper
Fixed issue with Sound Pool not being loaded.
Various GUI fixes and optimizations
Fixed speed multiplier label
Fixed Digitakt tooltips
Fixed Control Panel button size
Fixed vst-folder attributes on macOS
Fixed issue with channel pressure messages in the macOS MIDI driver
Fixed potential crash on Engine shutdown
Fixed 2 Windows crashes
Drawing fixes for Analog Four/Keys and Digitone
Reverted to previous Windows driver
Added missing tooltips
Speed multiplier can now reach x128
EULA in macOS installer
Buttons no longer toggle on right click
Fix crash in Reaper
Various bug fixes and improvements
Updated macOS driver
Updated Windows driver
Fixed text input on high resolution sliders
Re-added some missing tooltips
Fixed Analog Four/Keys Gate Length parameter
Various bugfixes and improvements
Fixed external modulation for Digitone via plugin
Bugfixes and improvements
Fixed issue with devices not being detected on older macOS versions
Fixed incorrect modulation mapping for LFO1, LFO2, Pitch Bend, Velocity, Mod Wheel, Breath and Aftertouch in the Digitone plugin.
Fixed an issue where the Digitone chorus & reverb send parameters were treated as low resolution instead of high resolution.
Fixed an issue with naming of MIDI devices in Windows
Fixed a freeze when two units were unplugged at the same time
Pitch Bend, Vel Mod, Mod Wheel, Breath and Aftertouch amount in the Digitone GUI were only editable from the unit
Destination depths of the same parameters resetted the depth if edited from the GUI
Toggle buttons toggled on a right click that should only have opened the modulation menu
No modulation menu for the Pan parameter in the Analog Four plugin
Amp Level is now correctly labeled Amp Volume in the Analog Four plugin
Track Volume is now correctly labeled Track Level in the Analog Four plugin
Typed in values for high res parameters were sometimes read wrong by the plugin
LFO shapes were not updated correctly in the Analog Four plugin after a clear
Fixed an issue with audio transport in Engine
Improved Catalina support
Fixed USB bandwidth bubble color in Control Panel
Show "paired device is disconnected" error message when device is disconnected on Mac
Bend depth now found under SLIDE in the Analog Four/Keys editor
Performance macro values now uses the correct range in the Analog Four/Keys editor
Editing Filter frequency 1/2 now caps at 127.99 in the Analog Four/Keys editor
Active button reflects correct state in the Analog Heat editor
Double click to reset LFO depth resets to 0 in the Digitone editor
Performance fixes in Engine and Plugins
Sort footer notification order with error first
Updated USB driver for Mac with bug fixes
Updated USB driver for Mac with bug and crash fixes
Fixed bug where wrong buffer size could be used
Fixed bug where illegal characters could be used in filename for audio recording
Changed default log level to log errors
Experimental Catalina support added back
Fixed possible crash in VST interface
Fixed possible crash in Audio Wave Scroller
New Analog Four/Keys OS requirement, 1.40
New Analog Rytm OS requirement, 1.50
Rectangular tooltips in Control Panel and Engine
Experimental Catalina support
Fixed issue where parameter automation jumps between values when recording in "latch" mode in Logic
Fixed signing Windows installer
Updated firmware support
Analog Four/Keys: Fixed crash on start
Fixed silent audio stream when using automation in Logic
Analog Four/Keys LFO destinations are now called A/B instead of 1/2
New USB driver for macOS
Fixed one issue where Overbridge Engine could hang if disconnecting multiple devices at the same time
Reduced harsh noises when unplugging the usb
High resolution parameters are now same in plugin and device
Analog Rytm Envelope depth now bipolar
Fixed Analog Four oscillator tooltip text
Added button to compress logs in Control Panel
Added button to clear logs in Control Panel
Added settings to enable and disable logging, available in Control Panel
Fixed glitching audio after very long sessions
LFO startposition is now clearer
Optimized loading of SoundPool and +Drive
Fixed right click Add to Sound Pool
Fixed Analog Rytm showing green for track 1-4 for any sound
Fixed Chorus Graph visual glitch
Fixed Audio Settings keyboard shortcut
A4 saw waveform icon now rises instead of falls
Fixed changing performance knob name on A4 didn't reflect in the plugin
Fixed loading pattern mute initial state
Fixed show Active Kit
Fixed change active track in Sound Browser
A4/Keys FX page has been cleaned up
In the Digitakt plugin pads now shows assigned sample name when KB is shown
Digitone plugin now has parameters for ratio offset
Fixed an issue where the FX track mute was not working
Improved parameter data sync between Rytm and plugin
Fixed an issue with how banks were read from the unit presented in the plugin.
Fixed a crash when dragging empty sound to a track
Fixed a crash caused by FX modulation
Optimizations to improve CPU performance in macOS
Minor graphics issues
Fix Ableton crash on envelope shape change
Fixed Digitone Voice Layer order
Fixed Delay time text
Engine icon is now always white/black even on idle
Fixed Oscillator order
Fixed FX LFO Destination position in A4
Fixed some graphics issues


how to make career in cloud computing | Career in Cloud Computing | theganimikava
A career in cloud computing. Do you want to pursue a career in cloud computing? Would you like to know how to create a career in cloud computing, then in this post you will get complete information about this career option. With the help of which you will be able to build your career in cloud computing.
In this article, you will get information about the scope of career in cloud computing, cloud computing courses, the best colleges, and fees, etc., with this, all doubts related to cloud computing will be removed and you make your own decisions. Will be able to make the right decision, Career let’s now show you how to build a career in cloud computing.
Cloud computing is an emerging career choice these days. Where millions of recent jobs will be created in the future; given the way cloud computing is being adopted in the IT sector at the moment, it seems that the career in cloud computing will be perfect and bright in the future.
In this field, career doors open after the 12th. After Twelfth, students can enter this field by getting a degree in Computer Science or IS in Battery, BSc. You can also take certification courses in this field; you can do this course from reputed institutes like IBM, NIT, Optic.
The following are some of the top class programs related to Cloud Computing-
- Cloud computing infrastructure
- Google Certified Professional Architect
- Certified Cloud Professionals
- Cisco Certified Network Associate Cloud
- IBM Certified Solution Advisor
- Microsoft Cloud Platform and Infrastructure
- EMC Cloud Architect
- IBM Certified Solution Architect
- HP Expert One Cloud Certification
- Certificate of Cloud Security Knowledge
- VM Ware Cloud Certification
- EMC Cloud in Infrastructure and Services Certification
- Cloud computing architecture, etc.
Nowadays, some private universities are also offering master's degree courses. You can also reap the benefits by paying a fee for workshops held in the area. At the same time, some companies provide training to candidates who have been hired for their services.
Cloud computing is fast emerging as a new dimension in the field of IT and computer technology. As a result, new career paths are emerging in this new direction. It helps to organize people's data related to the Internet. Because of this feature, every service connected to the computer and the Internet is now set up directly from the cloud-connected server. Experts estimate that this field will create millions of jobs in the future. In this field, you get a salary of 3 to 4 lakhs per annum, which increases with your experience. At the moment, salaries in this sector are attractive.
What is cloud computing?
Cloud computing is a computing power based on the cloud. It got its name from its complex structure like clouds. It stores user data and settings on the server. Which is known as cloud? The use of cloud computing has grown significantly over the past few years. Companies now have software outlets on the hardware they need.
Career scope in cloud computing
Today, the scope of cloud computing has expanded considerably. There is no shortage of cloud computing companies these days. Thousands and millions of companies are working in this field in our country, where you can work on multiple job profiles. if the cloud computing specialist has a lot of job opportunities, if he has a good knowledge of this field. Apart from Indian companies, there are good employment opportunities for professionals in this field in multinational companies.
Cloud computing also plays an important role in the Digital India program. Millions are expected to find work. Eighty million people are also working in this field. As computer and internet technology grows, so does the field of cloud computing.
Cloud computing career skills
To pursue a career in cloud computing or training in cloud computing, you must have a background in IT or computer science. If you have a little experience working in this field, it will be sweeter than sleep. This will make your education much easier during training. Computer languages such as Python and Java are very important in this field.
The best college for cloud computing courses
Indian Institute of Technology, New Delhi and other branches
- NIIT, (there are branches in many places in the country)
- Birla Institute of Technology and Science Pilani
- Chandigarh University
- SGT University
- Nilit Chandigarh and other branches in the country