>> HELLO, WELCOME, EVERYONE. THANKS
BUILD SESSION ON AZURE COGNITIVE
PROGRAM MANAGER IN THE AZURE COGNITIVE
BE MODERATING THIS SESSION. PLEASE
TO ASK ANY QUESTIONS YOU MIGHT HAVE.
THE SESSION. WITH THAT, LET ME INTRODUCE
SEARCH SERVICES DRIVE US THROUGH
>> THANK YOU. HI, EFRP, I AM LUIS.
SEARCH. YOU MAY BE WONDERING WHY
OF KNOWLEDGE MINING. THE REASON
WAS A SHOW ON TV THAT CAME UP EVERY
THAT. I WOULD WAIT FOR IT WITH ANTICIPATION.
THAT COULD GET OUT OF ANY SITUATION
YOU MAY REMEMBER THE SHOW. AND I
OUT OF ALL THIS TROUBLE WITH ONE
TOOL WAS VERY VERSATILE. IT HAD
USE THEM WHEN HE NEEDED THEM. FOR
THAT, IT'S VERY, VERY USEFUL AND
THE PRESENTATION TODAY, WE'LL BE
COGNITIVE, WHEN CAN IT SAVE YOU?
ESSENTIALLY WHAT ARE NEW CAPABILITIES
WE WILL BE TALKING ABOUT WHAT YOU
I HAVE 25 MINUTES OR SO TO TELL
AND I WANT TO PROVIDE YOU THE RIGHT
TO CONFIRM THE KEY PHRASE EXTRACTED
MORE ABOUT. SO START WITH UNDERSTANDING
ESSENTIALLY IT'S A PLATFORM, COMPONENT
SEARCH EXPERIENCES. IF YOU THINK
DEVICE OR ON THE WEB, USUALLY HAVE
ARE CREATING A NEW APPLI APPLICATION,
FROM SCRATCH. THERE IS A LOT GOES
IS NOT JUST ABOUT MATCHING SOME
THERE IS A LOT GOES WITH IT, PEOPLE
ENTER A QUERY OR MAYBE YOU WANT
PEOPLE CAN DRILL DEEPER INTO THE
ABOUT. MAYBE YOU'RE CREATING SOMETHING
FOR INSTANCE, JUST LIKE THAT, THERE
BEYOND THE ONES ON THE SCREEN. THAT
A GREAT SEARCH APPLICATION. AZURE
THREE YEARS AGO, WE INTRODUCE CONCEPT
DO WITH THREE STEPS, ESSENTIALLY
THE OTHER IS ENRICHMENT OF INFORMATION.
ABOUT EACH OF THEM. WHEN YOU MINE
USUALLY DIFFERENT DATA SOURCES,
COGNITIVE SEARCH CAN HELP YOU CONNECT
UNDERSTAND DIFFERENT FILE FORMATS,
DOCUMENT CRACKING. ESSENTIALLY EXTRACTING
THE TEXT PRESENTATION, WHETHER IT
THIS INFORMATION, WE'RE GOING TO
WE WANT TO BE ABLE TO EXTRACT STRUCTURED
AS IT GOES THROUGH THE PIPELINE.
PIPELINE WE CALL A SKILLSET. A SKILLSET
DIFFERENT COGNITIVE SKILLS OR ENRICHMENT
SKILLS CAN ENRICH INFORMATION OR
IN ORDER TO CREATE AN ENRICHED DOCUMENT.
HAVE TODAY. WE INTRODUCE SOME OF
IS EXAMPLE OF SOME OF THEM. AND
BEEN CONTINUING TO INVEST IN THIS
THESE BUILT-IN SKILLS, PRETRAINED
SO FOR INSTANCE, SAY THAT YOU MAY
INFORMATION EXTRACTOR IN ORDER TO
IDENTIFY IT. NOW WE HAVE A SKILL
A DOCUMENT FROM SAY JAPANESE TO
AS WELL. ONE OF THE NEW SKILLS I
MACHINE LEARNING SKILL, THIS ALLOWS
MODEL AND WE HAVE CAPABILITY NOW
MAY HAVE CREATED USING AZURE ML
SO WHEN YOU CREATE SKILL SET, ESSENTIALLY
COMPONENTS FOR SKILLS. BY CONNECTING
ANOTHER SKILL SIMILAR TO WHAT YOU
SKILLS WITH THE BLUE OUTLINE, THOSE
CONNECT YOUR CODE OR CREATE CUSTOM
SO LET ME ASK YOU A QUESTION. LET'S
DOCUMENTS, PROCESS SKILL SET. SO
AND FOR EACH OF THEM SAY -- TEXT
PI EXTRACTION. YOU HAVE SKILL THAT
THAT DESCRIBES THOSE PARTS. LET'S
WERE TO CHANGE THE CUSTOM ENTITY
THIS CASE, YOU USED TO HAVE TO RUN
SO YOU COULD GET CUSTOMER EXTRACTION
THAT WE CALL INCREMENTAL ENRICHMENT
DEPENDENCIES AND ONLY RUN THE SKILLS
THIS CASE, EXTRACTION SKILL AND
THIS AS SMART ENRICHMENT PIPELINE
DEPENDENCY. I RECOMMEND YOU CHECK
YOU TIME AND MONEY. ANOTHER NEW
SET, ABILITY TO DEBUG THEM. YOU
SET AND WE HAVE A DEMO FOR YOU.
TALKING ABOUT THE BUG SESSIONS.
I WANT TO SPEND A SECOND TALKING
SO YOU CAN GET A BETTER APPRECIATION
ON SKILL SET IN AZURE COGNITIVE
SET IN THE PAST, I'M GOING TO LOOK
THE SKILL SET DEFINITION TAB AND
HERE. IT MAY LOOK A LITTLE INTIMIDATING,
THIS JSON IS REPRESENTING EACH OF
WE WILL APPLY TO OUR CONTENT CONTENT.
HERE, THE SKILL SET ARRAY THAT HAS
EACH OF THE ELEMENTS REPRESENTS
TO APPLY TO OUR CONTENT. YOU CAN
TYPE, KEY PHRASE EXTRACTION SKILL,
PARAMETERS SO LANGUAGE CODE I WANT
FOR INPUT, IN THIS CASE, IT IS ONLY
FOR OUTPUT, IN THIS CASE, IT IS
OF COURSE HAVE DIFFERENT SETS OF
AND WHAT SKILLSET DOES IS ESSENTIALLY
TOGETHER BY APPLYING ONE AFTER ANOTHER
THINGS. IT IS A VERY POWERFUL DECLARATIVE
MORE POWER COMES GREATER RESPONSIBILITY
LOOK, WE LOVE THESE, IT IS VERY
WHAT IS GOING ON INSIDE. IF I MAKE
IT IS HARD TO KNOW WHERE I MADE
SESSIONS, SO I WENT BACK TO THE
ON THE WORK SESSIONS. I HAVE ALREADY
ONE BY CLICKING THE NEAR DEBUG SESSION
SESSION. TO CREATE ONE ESSENTIALLY,
NEED TO PROVIDE CONNECTION STREAM
ALL THE INTERMEDIATE STEPS, INPUT
INDEX DEFINITION, THE INDEX DEFINITION
ENRICHMENT STEPS, EXTRACT DATA SOURCE
OF MY FILES AND WHICH FILES I HAVE
MAYBE SELECT A DOCUMENT FROM THAT
SPECIFIC DOCUMENT, I CAN DO THAT,
ONCE WE HAVE DONE THAT, YOU CAN
SHOW YOU FOR THE FIRST TIME, THIS
ENRICHMENTS, YOU CAN CLICK THE RUN
EACH OF THE ENRICHMENT STEPS. THIS
IN MY CASE. AND ONCE IT IS DONE,
ENRICHMENT STEP, CLICK ON ONE OF
CAN ZOOM IN, MOVE THIS GRAPH AND
STEP OR SKILL. SO I'M GOING TO SELECT
YOU CAN SEE FOR INSTANCE ANY ERRORS
YOU CAN SEE THE SETTINGS, YOU CAN
AT EARLIER AND I WANT TO FOCUS ON
TIME MY SKILL RAN, IT IS SHOWING
OR SEVERAL PAGES IN MY FILE THAT
ITERATION AND FOR EACH OF THEM,
IMAGE THAT GOT OCR ON OUTPUT, TEXT
LET'S ACTUALLY SELECT OR PRESS THIS
BRINGS UP THE EXPRESSION EVALUATOR
DOCUMENT, NORMALIZED IMAGES, IT
IT IS ZERO INDEXED. I CAN ACTUALLY
DATA THERE, ENCODING OF THE FILE,
HAVE FILE PREVIEW BUTTON IN THOSE
IMAGE THAT IS BEING OCR. VERY, VERY
AND OUTPUTS FOR EACH OF THESE ENRICHMENT
THAT I HAD WITH THIS PIPELINE. THE
PHRASES, LET'S GO TO THE DEFINITION
THAT WE ARE DOING KEY PHRASE EXTRACTION
EARLIER WAS IN SPANISH. I'M GOING
WILL SEE THIS TEXT ONLY IN SPANISH.
IT TO DO SOMETHING IN ENGLISH, KEY
INSPECT THE INPUT INTO THIS SKILL.
LIKE ALL THIS TEXT IS IN SPANISH,
ENGLISH TEXT INTO THIS SKILL. SO
SKILL THAT I HAD RIGHT HERE, I'M
IS TAKING CONTENT AND PRODUCING
SEE OUTPUT RIGHT HERE AND YOU CAN
GREAT. THAT IS WHAT I WANT. I WANT
NOT THE TEXT BEFORE IT GETS TRANSLATED,
I'M GOING TO CLOSE THIS, I'M GOING
SKILL AND INSTEAD OF TAKING THIS
TEXT FOR INPUT EVALUATED TO MAKE
I'M GOING TO APPLY IT. NOW THAT
CHANGES TO THE SKILL SETTING BY
WILL NOTICE IT CHANGE STRUCTURE
KEY PHRASE EXTRACTION COMES AFTER
WILL JUST TAKE A SECOND OR TWO AND
IT LOOKS LIKE IT IS DONE RUNNING
THE KEY PHRASE EXTRACTOR, I CAN
CAN SEE THIS IS IN ENGLISH, WHICH
I AM GOING TO CLOSE THIS. IF I'M
NOW CLICK THIS COMMIT CHANGES BUTTON
ALL CHANGES I DID AND APPLY THEM
EXACTLY WHAT I NEEDED, I CAN FIX
WHAT IS ACTUALLY HAPPENING INSIDE
THIS NEW CAPABILITY. IF YOU WANT
IF YOU ARE LOOKING AT THIS IN THE
THE CHANNEL NINE LINK AT THE BOTTOM,
I'M POINTING YOU TO. YOU CAN LEARN
SESSION AND DEEP DIVE WITH AI PRESENTATION,
REALLY COOL, LUIS, IN THE PAST HARD
PROCESS, THIS SEEMS TO MAKE IT EASIER,
TRY. >> THANK YOU, I HOPE YOU GIVE
IT MYSELF, AS WELL. WHILE I HAVE
THE AUDIENCE? MAYBE TAKE ONE OR
DEVELOPER ASKING ABOUT THE KNOWLEDGE
THE LAST BUILD AND WONDERING IF
AVAILABLE AND THINGS LIKE THAT?
CONVENIENT, I HAPPEN TO HAVE A FEW
STORE. LET ME PROVIDE A LITTLE BIT
PIPELINE A SECOND AGO, RIGHT? ONE
US FOR WAS ABILITY TO ESSENTIALLY
THAT GO BEYOND SEARCH. SO WE ENABLE
THE KNOWLEDGE STORE, ESSENTIALLY
INFORMATION FROM THE ENRICHED DOCUMENT
FOR INSTANCE, YOU CAN PROJECT SAY
DOCUMENT, THINK ABOUT JSON FORMAT
TO TABLES FOR INSTANCE, INTO AZURE
WE HAVE PROJECTION, FILE PROJECTION
IT OUT OF DOCUMENT, IN THIS CASE
SUCH AS EXTRACTED IMAGES WE DID
THE REASON YOU WANT THIS IN THE
TO DO OTHER THINGS SUCH AS ANALYTICS
MODEL, LOOK HUMAN RELATION OR SHOW
ANNOUNCE, TO ANSWER YOUR QUESTION,
GENERALLY AVAILABLE ESSENTIALLY
HAVE READY FOR THE BUILD, WITH COVID-19,
IN JUNE, WE WILL BE COMPLETELY GENERALLY
I'M VERY EXCITED ABOUT THIS CAPABILITY,
CUSTOMERS. ALSO GIVING A PRESENTATION
TO INPUT INTO MACHINE LEARNING MODELS
THEMSELVES, ESSENTIALLY CREATING
ANOTHER GREAT SESSION, ACTIVE LEARNING
RECOMMEND IT. THERE IS ONE MORE
WHICH IS FUNDAMENTAL CAPABILITY
COGNITIVE SEARCH IS MORE SECURE
TO PROTECT YOUR DATA AT REST OR
TO THEM OR THE CONNECTION TO SEARCH
THAT ARE NEW THAT HELP YOU KEEP
HAVE BEEN VERY POPULAR AND I WILL
ABOUT THEM, BUT FIRST, I WANT TO
I USE ONE PICTURE HERE GIVEN THE
DEMO ON MANAGED IDENTITIES. >> IN
A NEW DATA SOURCE, I WOULD ESSENTIALLY
LIKE I AM DOING RIGHT NOW AND OF
ONLY CATCH IS THAT AS YOU CAN SEE
INFORMATION IN THERE, INCLUDING
AND IF THAT WERE TO FALL IN THE
TO READ ALL MY CONTENT. I DON'T
INTO SOURCE CONTROL. WHAT WE'RE
TO ASSIGN AN IDENTITY TO OUR SERVICE
ON THE LEFT AND ENABLING THIS CAPABILITY.
GIVING OUR SERVICE AN IDENTITY THAT
RIGHT TO READ A PARTICULAR DATA
AND GIVE IT THOSE RIGHTS. HERE I
I WOULD LIKE TO DO IS ESSENTIALLY
SO THAT IT CAN READ THIS DATA SOURCE.
LEFT-HAND SIDE, YOU CAN SEE OTHER
CONTROL, SO I CAN SEE IT RIGHT HERE
SERVICE AS YOU CAN SEE RIGHT THERE.
NOW MY SERVICE HAS GIVEN THE ABILITY
DATA WIZARD, NOW THAT I HAVE GIVEN
TO THE DATA SOURCE, I CAN ACTUALLY
IDENTITY. CLICK CHECKBOOKS, YOU
THE CONNECTION STREAM I HAVE BEFORE.
IT HAS PATH TO MY DATA SOURCE, WHICH
NO ONE CAN ACCESS MY DATA USING
I REALLY LIKE ABOUT MANAGE IDENTITIES,
THAT GRANTS THE RIGHTS TO THE ENTITIES,
TO READ IT. HAS ABILITY TO REVOKE
IF YOU WANT TO LEARN MORE ABOUT
SEARCH, I HIGHLY RECOMMEND THE MAIN
MANAGED IDENTITIES, BUT ALSO LIKE
ARE VERY POPULAR. I HIGHLY RECOMMEND
SESSION, INSTEAD OF ME TALKING ABOUT
THE SESSION. >> SURE, THANKS, LUIS.
LEARNING RESEARCHERS AND PRACTITIONERS
SEARCH AND EXPLORE VAST AMOUNT OF
SEE IF WE COULD HELP. WE LEVERAGE
MOST THINGS YOU TALKED ABOUT, LUIS.
TALK ABOUT BRAND-NEW MICROSOFT RESEARCH
WE DIVE INTO THIS. SO HOPEFULLY
IN FACT, IF YOU DON'T MIND, THERE
BRING UP, IF YOU DON'T MIND. >>
RESOURCES WHILE DOING Q&A. >> EXCELLENT.
RECEIVED NOTIFICATION ABOUT NEW
IF YOU COULD GIVE MORE DETAIL ON
>> THAT IS GREAT. THANK YOU, LIAM.
NOTIFICATION TO OUR CUSTOMERS THAT
NEW ALGORITHM BY DEFAULT AND COMPLETELY
CREATE A SERVICE AFTER JULY 15,
ON TECHNOLOGY WE CALL VM 25. AND
SEEING GAMES IN TERMS OF ABOUT FIVE
ABOUT THIS -- GAMES. IF YOU DON'T
EVEN MORE RELEVANT FOR YOU. IF YOU
YOU ACTUALLY CAN DO IT JUST CHECKING
RANKING INFORMATION AND IT WILL
FROM CLASS ICAL TO VM 25 ALGORITHM.
LIKE ONE ADVANTAGE OF USING PLATFORM
MAKING IT BETTER AND BETTER SO THAT
FOCUS ON BUILDING APPLICATION, WHICH
ONE WAS A PYTHON DEVELOPER, THEY
PYTHON. WONDERING IF YOU COULD TALK
INTERACTING WITH AZURE COGNITIVE
YOU ASKED THIS QUESTION. THERE HAS
ALL OF AZURE AND AS PART OF THAT
CDS, NOT ONLY FOR . NET, PYTHON,
TYPE SCRIPT AS WELL AS JAVA. YOU
AS WELL. >> ANOTHER QUESTION CAME
WONDERING IF YOU CAN GIVE TIPS ON
MORE RELEVANT TO USERS? >> YEAH,
WE WERE DOING ANALYTICS ON THE DIFFERENT
PEOPLE SET LANGUAGE ANALYZER FOR
WE TAKE DOCUMENT OR NEW RECORD,
CREATE TOKENS FOR THE TEXT REPRESENTATION
FOR THAT, WE USE ANALYZERS. YOU
BREAK THE DOCUMENT THAT IS IN GERMAN
LET'S SAY. WE HAVE QUITE A VARIETY
BOTH FROM THE SCENE, AS WELL AS
YOU DON'T SELECT ONE, WE USE DEFAULT
YOU ARE NOT DOCUMENT IMS SPECIFIC
FOLKS LANGUAGE ANALYZER, TAKE TIME
IMPROVE YOUR RELEVANCE QUITE A BIT.
LITTLE UNDER TWO MINUTES, SQUEEZE
WAS SPECIFICALLY IN THE HEALTHCARE
DATA IN THE CLOUD AND LEVERAGING
YOU TALK ABOUT THOSE THINGS THIS
IS GREAT. YOU KNOW, WITH ALL THIS
A LOT OF -- MOVING FROM ON-PREM,
WITH THAT COMES QUESTION OF IS MY
CAN I MAKE SURE THAT I PROTECT THE
CAPABILITIES, FOR INSTANCE, YOUR
PROVIDE YOUR OWN MANAGE KEYS ESSENTIALLY
YOU CAN CONNECT THE CONNECTION TO
NETWORK, I HIGHLY RECOMMEND YOU
YOU CAN PROTECT THE DATA SOURCE
WHETHER IT IS THROUGH FIREWALL,
MANAGED IDENTITIES LIKE THE DEMO
OF CAPABILITIES TO HELP YOU PROTECT
THAT YOUR DATA IS PRIVATE AND SECURE.
SECONDS, LET'S CLOSE RIGHT NOW.
I HOPE YOU LEARNED SOME NEW THINGS
AND CHECK OUT SOME RESOURCES. THANKS,
BYE-BYE.
