Harsh-7300/clgdata · Datasets at Hugging Face

Unnamed: 0 int64 1 5.86k	Question stringclasses 24 values	Sample ANS stringclasses 24 values	Student ANS stringlengths 1 1.06k	Score float64 0 2.5
102	Why we need to do algorithm analysis?	A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.	Algorithms Analysis is important because there are various algorithms for a problem\n and to differentiate when one is faster(time) and require less memory(space)	2.5
103	Why we need to do algorithm analysis?	A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.	when we need a code which is well structured , easy to understand with a better time and space complexity , algorithmic codes comes handy to us. we analyze so as to interpret what the code is trying to tell us , there are plenty of algorithms which has numerous applications , in order to understand all this , we need to analyze the algorithm.	2.5
104	Why we need to do algorithm analysis?	A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.	We need to do algorithm analysis because the accidential or unintentional use of an inefficient algorithm can significantly impact system performance. It gives the best efficient solution which takes less time and less space.	2.5
105	Why we need to do algorithm analysis?	A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.	so that we can have information related to time taking space taking of an algorithm...so that we can use particular algorithm as per our need.	2.5
106	Why we need to do algorithm analysis?	A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.	algorithm analysis is need to get the time and space complexity of the algorithm .	2.5
107	Why we need to do algorithm analysis?	A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.	To check for the time complexity, and space complexity we do algorithm analysis. We need algorithm to solve the problem in lesser time and the code should be memory efficient.	2.5
108	Why we need to do algorithm analysis?	A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.	We need algorithm analysis to understand the working and functionality of a particular algorithm. We can understand the time and space complexities by analysing the algoritm.	2.5
109	Why we need to do algorithm analysis?	A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.	we need to do algorithm analysis because it helps us to understand which algorithm is better and more efficient.	2.5
110	Why we need to do algorithm analysis?	A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.	We need algorithm analysis to optimize our algorithm to find the solution with best time and space complexity	2.5
111	Why we need to do algorithm analysis?	A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.	We need to do algorithm analysis to find out the best possible solution for a problem. Best possible solution would be with least time and space complexity.	2.5
112	Why we need to do algorithm analysis?	A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.	we need to analyse algorithms for the better performance of the code logic.it is necessary for optimizing the algorithms and comparing two different algorithms and for improving efficiency of code.	2.5
113	Why we need to do algorithm analysis?	A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.	Algorithm Analysis is an essential habit while coding as it allows solving of a problem with a critically well-optimized code.	2.5
114	Why we need to do algorithm analysis?	A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.	We need algorithm analysis to compare the run time and space occupied of two different approaches to solve the same problem so that we can choose the better algorithm.	2.5
115	Why we need to do algorithm analysis?	A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.	In order to get an idea about the time and space used by the algorithm and further optimize the algorithm.	2.5
116	Why we need to do algorithm analysis?	A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.	it's essential as the unintentional use of an inefficiency in algo can impact system performance ,In time sensitive code algo taking too long to run useless.	2.5
117	Why we need to do algorithm analysis?	A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.	Algorithm analysis is needed to compute the complexities of a given segment of code so that a problem could be solved using the best algorithm possible.	2.5
118	Why we need to do algorithm analysis?	A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.	Algorithm analysis is necessary because it helps in analyzing the the time taken and the space occupied by the program .After analyzing we can optimize the code to ensure that the same work is done faster and occupy less space, which helps in cost cutting for an organization.	2.5
119	Why we need to do algorithm analysis?	A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.	We need algorithm analysis to determine given an input size the time it takes to execute the program (time complexity) and the space it consumes to executes (Space complexity).\nAlgorithm analysis helps us to compare different algorithms and their space and time complexity.	2.5
120	Why we need to do algorithm analysis?	A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.	The analysis of algorithms tells the some interesting thing about the algorithms in terms of performance. If we analyze the performance of the algorithm then we can say that the algorithm user friendliness, modularity, security, maintainability, etc. And also we can predict the speed and problem solving capability of algorithm.\n	2.5
121	Why we need to do algorithm analysis?	A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.	Algorithm analysis is important to analyze the algorithms in terms of their working, time complexity and space complexity. There are many algorithms, so to choose where to use which algorithm, we have to analyze their working and complexities.	2
122	Why we need to do algorithm analysis?	A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.	Algorithm analysis is necessary in order to choose the most appropriate algorithm according to the problem. Analysis of algorithm is done on the basis of time complexity, space complexity etc.	2.5
123	Why we need to do algorithm analysis?	A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.	We need algorithm analysis to do space optmization , to see that different algorithm time complexities and to compare which one is the best	2.5
124	Why we need to do algorithm analysis?	A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.	We need to do algorithm analysis to understand the time and space complexities of an algorithm so that we can find the efficiency of a given algorithm.	2.5
125	Why we need to do algorithm analysis?	A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.	we need to do algorithm analysis to check the time and space complexity of an algorithm, which will help to optimization of any code for better performance.	2.5
126	Why we need to do algorithm analysis?	A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.	we need to do the algorithm analysis because :\n1. To predict the behaviour of an algorithm without applying it on specific computer.\n2. It is so much convinient to have simple measures for the efficiency of an algorithm than to implement the algorithm and test its efficiency.	2.5
127	Why we need to do algorithm analysis?	A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.	Algorithmic analysis provide us a way to optimize the techniques used to solve problems on the basis of time spent and space leveraged to solve that problem particulary called time and space complexity. It fastens the process which can be seen effective on a large scale application.\n	2.5
128	Why we need to do algorithm analysis?	A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.	Algorithm analysis is required to analyze the time complexity and space complexity of different algorithms which are designed to perform a particular task so that we can analyze and compare them to find the most efficient algorithm with minimum cost(space and time) which will eventually makes the code more efficient.	2.5
129	Why we need to do algorithm analysis?	A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.	we need algorithm analysis because algorithm takes time and space so we need to check weather the algorithm take long time or small time .Better the time complexity better is the algorithm as well as better the space complexity better the algorithm.	2.5
130	Why we need to do algorithm analysis?	A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.	Algorithm analysis is needed to identify the time complexity and auxiliary space spent by the algo. Hence by analysis we can make an efficient algorithm.	2.5
131	Why we need to do algorithm analysis?	A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.	We need algorithm analysis to-\n1.) Take in account the time and space required to process with the current algorithms\n2.) Compare the two different algorithms and realize the importance to use one of them\n	2.5
133	Why we need to do algorithm analysis?	A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.	To find the optimum solution using a particular algorithm in a certain time, so to solve and find the best possible solution in best possible time.	2.5
134	Why we need to do algorithm analysis?	A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.	To predict the behavior of an algorithm without implementing it on a specific computer.\nIt is much more convenient to have simple measures for the efficiency of an algorithm than to implement the algorithm and test the efficiency every time a certain parameter in the underlying computer system changes.	2
135	Why we need to do algorithm analysis?	A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.	we need to use algorithm analysis to find the solution briefly and in less space and less time	2.5
136	Why we need to do algorithm analysis?	A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.	we need algorithm analysis to conclude whether it is an efficient algorithm or not and if it will get the job done in the available time and space. We also analyse it so that we can find the shortcomings of the algo and improve it by reducing computations wherever possible.	2.5
137	Why we need to do algorithm analysis?	A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.	Algorithm analysis helps to find how much time and space an algorithm will consume to run the program so based on this we choose better algorithm whose time and space complexity will be less and will do the same work in minimum space and time.	2.5
138	Why we need to do algorithm analysis?	A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.	We need algorithm analysis to check the running time and space used in the code inorder to understand the working of the code	2.5
139	Why we need to do algorithm analysis?	A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.	We need to do algorithm analysis to reduce time and space taken to implement an algorithm or to do it more optimally.	2.5
140	Why we need to do algorithm analysis?	A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.	we need to do algorithm analysis to compute how much time the algorithm takes in execution and how much space it occupies in memory	2.5
141	Why we need to do algorithm analysis?	A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.	algorithm analysis is required to form the most optimized solution to the problem in order to achieve best possible space and time complexity of the solution.	2
142	Why we need to do algorithm analysis?	A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.	to effectively run our program in optimum way by requiring less time and space utilisation.	2.5
143	Why we need to do algorithm analysis?	A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.	algorithm analysis is needed to know the space and time complexity of that algorithm and to compare between algorithms to find out which algorithm is better and more efficient .	2.5
144	Why we need to do algorithm analysis?	A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.	An algorithm is a list of steps to perform a particular task. When solving problem that require mathematics or some particular logic then it is important that we make sure the that process does not use a lot of space on the system and a lot of time. Every algorithm we create has a time complexity and a space complexity that help the user decide or approximate how much time the algo will take. In order to make the systems more efficient, solve problem quicker all the while using less amount of space we need to do algorithm analysis.	2.5
145	Why we need to do algorithm analysis?	A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.	We need algorithmic analysis because accidental and unintentional use of inefficient algorithm can significantly impact system performance.	2.5
146	Why we need to do algorithm analysis?	A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.	We need to do algorithm analysis because an algorithm gives us the exact idea about what we are going to do in our program or we can say that what is the approach of solving the problem .	2.5
147	Why we need to do algorithm analysis?	A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.	To know how the algorithm is working and to compare between more algorithms on basis of various parameters like time and space complexity.	2.5
148	Why we need to do algorithm analysis?	A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.	We perform algorithm analysis before we write the code in order to analyise the particular steps required in order to solve the particular question and make them more efficient in terms of complexities ,both time and space.	2.5
149	Why we need to do algorithm analysis?	A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.	algorithm analysis helps in realizing the time taken and space utilized while obtaining a solution to a problem so as to reach the maximum level of optimization while solving a particular problem.	2.5
150	Why we need to do algorithm analysis?	A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.	We need to do algorithm analysis to get the most optimized solution of a problem to achieve best possible time complexity and space complexity.	2.5
151	Why we need to do algorithm analysis?	A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.	To analysis the behaviour of that algorithm with large inputs. As we want to identify how much time and space our algorithm will take when it is given large inputs.	2
152	Why we need to do algorithm analysis?	A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.	We need algorithm analysis to fnd out which way of solving a particular problem is better.	2.5
153	Why we need to do algorithm analysis?	A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.	We need to do algorithm analysis so that we can find the best algorithm with minimum time and space complexity. Then further make the whole code using the algorithm.	2.5
154	Why we need to do algorithm analysis?	A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.	As we know that we can write brute force approach for any question but this will consume a lot of memory and space. But we know that in real world scenerios, the memory and space are very costly and hence we need to do algorithm analysis. By doing algorithm analysis, we can find the time and space complexity of the given algorithm, also it become very easy for us to find how our algorithm will work in worst case and average case and hence it will become very easy to compare any two algorithm on the bases of space and time. And hence we can opt the best algorithm according to the requirement of real world. For example, We know that we have different type of string matching algorithm, So if our memory is not costly then we can use suffix tree approach and if the memory is costly then we can use another algorithm like rabin karp, naive string matching algorithm etc. So it become possible only due to the complexity analysis that we choose the best algorithm.\n\n	2
155	Why we need to do algorithm analysis?	A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.	we need algorithm analysis to measure various parameters about the algorithm like time complexity or space complexity so that we can compare different algorithms to choose a better one if possible.	2.5
156	Why we need to do algorithm analysis?	A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.	We need algorithm analysis for calculating the efficiency of a program and how much space and time it will accquire.	2.5
157	Why we need to do algorithm analysis?	A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.	we need to do algorithm analysis to find the solution by most efficient way in terms of time complexity and space .	2.5
158	Why we need to do algorithm analysis?	A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.	Algorithm analysis is necessary because using and inefficient algorithm can make our system slower and outdated.	2.5
159	Why we need to do algorithm analysis?	A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.	We need algorithm analysis to bring efficiency in our code. We also use it for resource management. Algorithm analysis is used to find the most efficient way of doing a task which is assigned to us which is by reducing the time taken by a code to give output. It also reduces the memory bits taken by a code.	2.5
160	Why we need to do algorithm analysis?	A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.	Algorithm analysis is required to solve a problem efficiently, using proper steps to save time and space.\nUse of a proper algorithm enables us to give up-to-date solutions to a problem.	2
161	Why we need to do algorithm analysis?	A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.	because the accidental use of the algorithm can result in change in the system perfomence either in a good manner or bad.\n	2
162	Why we need to do algorithm analysis?	A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.	To see effectiveness of the algorithm and how much time or space it uses. This helps us see the tradeoff and decide which algorithm we should choose to solve a particular problem. Other parameters like hardware can affect the working of the code as well.	2.5
163	Why we need to do algorithm analysis?	A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.	We need algorithm analysis to guess how an algorithm will behave without actually implementing it on the system . Also , by analyzing different algorithms, we can compare them to determine the best algorithm needed.	2.5
164	Why we need to do algorithm analysis?	A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.	algorithm analysis is as it helps programmer which algorithm is most efficient and best suited for a required problem. it also helps in reducing computation time.	2
165	Why we need to do algorithm analysis?	A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.	We need algorithm analysis because it provides theoretical estimation for the required resources of an algorithm to solve a specific computational problem.	2.5
166	Why we need to do algorithm analysis?	A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.	The analysis of Algorithms improves the efficiency of the program and states the time and space complexity of the code.	2.5
167	Why we need to do algorithm analysis?	A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.	Algorithm analysis is important in calculating complexity theory that provides accurate result for a particular problem to solve a particular logical problem .therefore analysis is required to calculate how efficient it is in terms of time and space by calculating time and space complexity.	2
168	Why we need to do algorithm analysis?	A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.	algorithm analysis is to be done because we need to find the best solution to our problem so that it can be solved fast and effectively without taking much space on the user's system or any much of his valuable time	2
169	Why we need to do algorithm analysis?	A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.	the use of algorithm analysis helps us in minimizing the time and to understand the it better and to understand and perform suggested improvements, it also helps in maintaining a good time complexity by which our system and our code can work efficiently together	2
170	Why we need to do algorithm analysis?	A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.	We need Algrithm analysis to make the codes more efficient and easy to umderstand.It helps in simplification the learning of the codes.	2.5
171	Why we need to do algorithm analysis?	A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.	we need to do algorithm analysis because we need to know the behavior of the program before we implement it to a computer, since it is very hard to predict the behavior of algorithms.	2
172	Why we need to do algorithm analysis?	A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.	we need algorithm to find any solution briefly and less spacing with less timing.	2.5
173	Why we need to do algorithm analysis?	A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.	algorithm analysis is important because inefficient use of sufficient algorithm can affect system performance. It can cause or affect the complexity or performance of the system.	2
174	Why we need to do algorithm analysis?	A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.	to determine the efficiency of an algorithm, that is how much time and space does and algorithm take in its operation	2
175	Why we need to do algorithm analysis?	A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.	We need it to find out time complexities of different algorithms to see which one gives the solution in the lowest amount of time	2
176	Why we need to do algorithm analysis?	A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.	We need algorithm analysis to find wether the algorithm actually helps in solving the problem in most efficient way.	2.5
177	Why we need to do algorithm analysis?	A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.	We need algorithm analysis to study how much time and space required algorithm performs the task associated . It helps us analyse how effective is a particular algorithm when it comes to best case , average case or worst cases of a particular problem.	2.5
178	Why we need to do algorithm analysis?	A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.	Algorithm analysis is an key part of complexity theory which provides theoretical knowledge for the required resources of an algorithm to solve a specific logical problem.	2
179	Why we need to do algorithm analysis?	A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.	the analysis of algorithm helps us to unterstand it in a more better way and also help us to make it more improved i.e. making your program more faster and efficient	2
180	Why we need to do algorithm analysis?	A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.	We need to do analysis to find out how efficient the algo is how much time and space it is taking so that we can compare the different algos in terms of space and time.	2
181	Why we need to do algorithm analysis?	A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.	Algorithm analysis is required so that that user can completely understand the program and identify all the base cases which are applied in the code.\nProgrammer can also find the time complexity of the program by doing the algorithm analysis.\n	2
182	Why we need to do algorithm analysis?	A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.	we need algorithm analysis to run the given question's program in better way, better time complexity and better space complexity.	2.5
183	Why we need to do algorithm analysis?	A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.	We need to analyze algorithms in order to find the best possible algorithm suited for our problem without actually having to implement it on the computer. Having certain measures to analyze the algorithm saves considerable time than implementing the algorithm everytime a system variable changes.	2
184	Why we need to do algorithm analysis?	A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.	we need algorithm analysis to know the running time complexity of the code as it is a vital factor when the size of the input is very large and also to know about the space it occupies\nto execute the code.	2.5
185	Why we need to do algorithm analysis?	A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.	we need algorithm analysis because of following points\nTo understand use of which data structure is used in that algorithm.\nTo understand its time complexity and memory required \nTo further optimize the algorithm	2.5
186	Why we need to do algorithm analysis?	A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.	we need algorithm analysis because it helps to get knowledge of time and space complexity	2.5
187	Why we need to do algorithm analysis?	A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.	We need algorithm analysis to evaluate how an algorithm functions and how optimized an algorithm is to solve any given problem and the use appropriate data structure and algorithm gives us the most efficient space complexity and Time complexity which is possible for any algorithm as such.	2.5
188	Why we need to do algorithm analysis?	A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.	Algorithm analysis is important in practice because the accidental or unintentional use of an inefficient algorithm can significantly impact system performance. In time-sensitive applications, an algorithm taking too long to run can render its results outdated or useless.\n	2
189	Why we need to do algorithm analysis?	A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.	Analyzing various algorithms helps us in understanding and building the efficient and optimum solution to the problem statement. It helps us in understanding the uses of data structures, how we can utilize them to solve the questions. The time complexity and space complexity can be compared to understand the versatility of our code.	2
190	Why we need to do algorithm analysis?	A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.	Algorithm analysis is now days very important to solve a particular problem in very efficient time and space.\nEvery problem can be solve through many algorithms/methods but we can get the most efficient solution by only analyzing the different algorithms.	2
191	Why we need to do algorithm analysis?	A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.	We need algorithm analysis to find the time/space taken by the algorithm, to find what can be done to improve complexities and to propose a alternative better solution in future.	2.5
192	Why we need to do algorithm analysis?	A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.	We need algotrithm analysis to check which is the best suited algorithm for the given problem.Since,every problem is different,has different constraints and requirements,different data structures are required for each and to figure out which will be the best suited for the given problem,we need algorithm analysis.We also need to check which approach has the least time and space complexity so as to produce the most optimal result.	2.5
193	Why we need to do algorithm analysis?	A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.	Algorithm analysis is required to analyze the space and time complexity of an algorithm and to understand the logic so that we can check if any better solution can be there or not.	2
194	Why we need to do algorithm analysis?	A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.	We do algorithm analysis to compare algorithms and chose the one which is the lightest on any software or hardware. This ensures compatibility and optimization for as many devices by reducing the complexity to run the algorithm (time complexity and/or space complexity).	1.5
195	Why we need to do algorithm analysis?	A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.	we need to do algorithm analysis to know how much space and time it will be using is it a efficient one or not	1.5
196	Why we need to do algorithm analysis?	A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.	to verify if a optimal solution is there to do the question	2
197	Why we need to do algorithm analysis?	A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.	we need algorithm analysis to ensure that the algorithm we have gives the best optimal solution , with best time and space complexity. Algorithm analysis also tells the cases in which an algorithm fails and how to solve that case. Once the correct algorithm is obtained the code can be written easily.	2
198	Why we need to do algorithm analysis?	A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.	to find its time and space complexity.	2
199	Why we need to do algorithm analysis?	A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.	We need algorithm analysis in order to calculate the time and space requirements of the code/algorithm we are using.	2
200	Why we need to do algorithm analysis?	A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.	we need algorithmic analysis to find a solution which occupies least space as well as having least running time complexity(both time and space optimsed solution),depending upon the problem,to deal with it and provide an effective solution.	2.5
201	Why we need to do algorithm analysis?	A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.	We do algorithm analysis to search for the best possible solution to a problem, to optimize a solution, We can find least run time (time complexity min)	2.5
202	Why we need to do algorithm analysis?	A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.	We need algorithm analysis because we have to find most effecient solution for a problem we will take less time and space.	2.5

102

Why we need to do algorithm analysis?

A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.

Algorithms Analysis is important because there are various algorithms for a problem\n and to differentiate when one is faster(time) and require less memory(space)

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103

Why we need to do algorithm analysis?

A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.

when we need a code which is well structured , easy to understand with a better time and space complexity , algorithmic codes comes handy to us. we analyze so as to interpret what the code is trying to tell us , there are plenty of algorithms which has numerous applications , in order to understand all this , we need to analyze the algorithm.

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104

Why we need to do algorithm analysis?

A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.

We need to do algorithm analysis because the accidential or unintentional use of an inefficient algorithm can significantly impact system performance. It gives the best efficient solution which takes less time and less space.

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105

Why we need to do algorithm analysis?

A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.

so that we can have information related to time taking space taking of an algorithm...so that we can use particular algorithm as per our need.

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106

Why we need to do algorithm analysis?

A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.

algorithm analysis is need to get the time and space complexity of the algorithm .

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107

Why we need to do algorithm analysis?

A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.

To check for the time complexity, and space complexity we do algorithm analysis. We need algorithm to solve the problem in lesser time and the code should be memory efficient.

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108

Why we need to do algorithm analysis?

A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.

We need algorithm analysis to understand the working and functionality of a particular algorithm. We can understand the time and space complexities by analysing the algoritm.

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109

Why we need to do algorithm analysis?

A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.

we need to do algorithm analysis because it helps us to understand which algorithm is better and more efficient.

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110

Why we need to do algorithm analysis?

A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.

We need algorithm analysis to optimize our algorithm to find the solution with best time and space complexity

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111

Why we need to do algorithm analysis?

A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.

We need to do algorithm analysis to find out the best possible solution for a problem. Best possible solution would be with least time and space complexity.

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112

Why we need to do algorithm analysis?

A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.

we need to analyse algorithms for the better performance of the code logic.it is necessary for optimizing the algorithms and comparing two different algorithms and for improving efficiency of code.

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113

Why we need to do algorithm analysis?

A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.

Algorithm Analysis is an essential habit while coding as it allows solving of a problem with a critically well-optimized code.

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114

Why we need to do algorithm analysis?

A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.

We need algorithm analysis to compare the run time and space occupied of two different approaches to solve the same problem so that we can choose the better algorithm.

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115

Why we need to do algorithm analysis?

A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.

In order to get an idea about the time and space used by the algorithm and further optimize the algorithm.

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116

Why we need to do algorithm analysis?

A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.

it's essential as the unintentional use of an inefficiency in algo can impact system performance ,In time sensitive code algo taking too long to run useless.

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117

Why we need to do algorithm analysis?

A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.

Algorithm analysis is needed to compute the complexities of a given segment of code so that a problem could be solved using the best algorithm possible.

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118

Why we need to do algorithm analysis?

A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.

Algorithm analysis is necessary because it helps in analyzing the the time taken and the space occupied by the program .After analyzing we can optimize the code to ensure that the same work is done faster and occupy less space, which helps in cost cutting for an organization.

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119

Why we need to do algorithm analysis?

A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.

We need algorithm analysis to determine given an input size the time it takes to execute the program (time complexity) and the space it consumes to executes (Space complexity).\nAlgorithm analysis helps us to compare different algorithms and their space and time complexity.

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120

Why we need to do algorithm analysis?

A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.

The analysis of algorithms tells the some interesting thing about the algorithms in terms of performance. If we analyze the performance of the algorithm then we can say that the algorithm user friendliness, modularity, security, maintainability, etc. And also we can predict the speed and problem solving capability of algorithm.\n

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121

Why we need to do algorithm analysis?

A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.

Algorithm analysis is important to analyze the algorithms in terms of their working, time complexity and space complexity. There are many algorithms, so to choose where to use which algorithm, we have to analyze their working and complexities.

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122

Why we need to do algorithm analysis?

A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.

Algorithm analysis is necessary in order to choose the most appropriate algorithm according to the problem. Analysis of algorithm is done on the basis of time complexity, space complexity etc.

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123

Why we need to do algorithm analysis?

A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.

We need algorithm analysis to do space optmization , to see that different algorithm time complexities and to compare which one is the best

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124

Why we need to do algorithm analysis?

A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.

We need to do algorithm analysis to understand the time and space complexities of an algorithm so that we can find the efficiency of a given algorithm.

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125

Why we need to do algorithm analysis?

A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.

we need to do algorithm analysis to check the time and space complexity of an algorithm, which will help to optimization of any code for better performance.

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126

Why we need to do algorithm analysis?

A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.

we need to do the algorithm analysis because :\n1. To predict the behaviour of an algorithm without applying it on specific computer.\n2. It is so much convinient to have simple measures for the efficiency of an algorithm than to implement the algorithm and test its efficiency.

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127

Why we need to do algorithm analysis?

A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.

Algorithmic analysis provide us a way to optimize the techniques used to solve problems on the basis of time spent and space leveraged to solve that problem particulary called time and space complexity. It fastens the process which can be seen effective on a large scale application.\n

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128

Why we need to do algorithm analysis?

A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.

Algorithm analysis is required to analyze the time complexity and space complexity of different algorithms which are designed to perform a particular task so that we can analyze and compare them to find the most efficient algorithm with minimum cost(space and time) which will eventually makes the code more efficient.

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129

Why we need to do algorithm analysis?

A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.

we need algorithm analysis because algorithm takes time and space so we need to check weather the algorithm take long time or small time .Better the time complexity better is the algorithm as well as better the space complexity better the algorithm.

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130

Why we need to do algorithm analysis?

A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.

Algorithm analysis is needed to identify the time complexity and auxiliary space spent by the algo. Hence by analysis we can make an efficient algorithm.

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131

Why we need to do algorithm analysis?

A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.

We need algorithm analysis to-\n1.) Take in account the time and space required to process with the current algorithms\n2.) Compare the two different algorithms and realize the importance to use one of them\n

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133

Why we need to do algorithm analysis?

A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.

To find the optimum solution using a particular algorithm in a certain time, so to solve and find the best possible solution in best possible time.

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134

Why we need to do algorithm analysis?

A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.

To predict the behavior of an algorithm without implementing it on a specific computer.\nIt is much more convenient to have simple measures for the efficiency of an algorithm than to implement the algorithm and test the efficiency every time a certain parameter in the underlying computer system changes.

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135

Why we need to do algorithm analysis?

A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.

we need to use algorithm analysis to find the solution briefly and in less space and less time

2.5

136

Why we need to do algorithm analysis?

A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.

we need algorithm analysis to conclude whether it is an efficient algorithm or not and if it will get the job done in the available time and space. We also analyse it so that we can find the shortcomings of the algo and improve it by reducing computations wherever possible.

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137

Why we need to do algorithm analysis?

A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.

Algorithm analysis helps to find how much time and space an algorithm will consume to run the program so based on this we choose better algorithm whose time and space complexity will be less and will do the same work in minimum space and time.

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138

Why we need to do algorithm analysis?

A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.

We need algorithm analysis to check the running time and space used in the code inorder to understand the working of the code

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139

Why we need to do algorithm analysis?

A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.

We need to do algorithm analysis to reduce time and space taken to implement an algorithm or to do it more optimally.

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140

Why we need to do algorithm analysis?

A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.

we need to do algorithm analysis to compute how much time the algorithm takes in execution and how much space it occupies in memory

2.5

141

Why we need to do algorithm analysis?

A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.

algorithm analysis is required to form the most optimized solution to the problem in order to achieve best possible space and time complexity of the solution.

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142

Why we need to do algorithm analysis?

A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.

to effectively run our program in optimum way by requiring less time and space utilisation.

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143

Why we need to do algorithm analysis?

A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.

algorithm analysis is needed to know the space and time complexity of that algorithm and to compare between algorithms to find out which algorithm is better and more efficient .

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144

Why we need to do algorithm analysis?

A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.

An algorithm is a list of steps to perform a particular task. When solving problem that require mathematics or some particular logic then it is important that we make sure the that process does not use a lot of space on the system and a lot of time. Every algorithm we create has a time complexity and a space complexity that help the user decide or approximate how much time the algo will take. In order to make the systems more efficient, solve problem quicker all the while using less amount of space we need to do algorithm analysis.

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145

Why we need to do algorithm analysis?

A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.

We need algorithmic analysis because accidental and unintentional use of inefficient algorithm can significantly impact system performance.

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146

Why we need to do algorithm analysis?

A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.

We need to do algorithm analysis because an algorithm gives us the exact idea about what we are going to do in our program or we can say that what is the approach of solving the problem .

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147

Why we need to do algorithm analysis?

A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.

To know how the algorithm is working and to compare between more algorithms on basis of various parameters like time and space complexity.

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148

Why we need to do algorithm analysis?

A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.

We perform algorithm analysis before we write the code in order to analyise the particular steps required in order to solve the particular question and make them more efficient in terms of complexities ,both time and space.

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149

Why we need to do algorithm analysis?

A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.

algorithm analysis helps in realizing the time taken and space utilized while obtaining a solution to a problem so as to reach the maximum level of optimization while solving a particular problem.

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150

Why we need to do algorithm analysis?

A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.

We need to do algorithm analysis to get the most optimized solution of a problem to achieve best possible time complexity and space complexity.

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151

Why we need to do algorithm analysis?

A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.

To analysis the behaviour of that algorithm with large inputs. As we want to identify how much time and space our algorithm will take when it is given large inputs.

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152

Why we need to do algorithm analysis?

A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.

We need algorithm analysis to fnd out which way of solving a particular problem is better.

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153

Why we need to do algorithm analysis?

A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.

We need to do algorithm analysis so that we can find the best algorithm with minimum time and space complexity. Then further make the whole code using the algorithm.

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154

Why we need to do algorithm analysis?

A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.

As we know that we can write brute force approach for any question but this will consume a lot of memory and space. But we know that in real world scenerios, the memory and space are very costly and hence we need to do algorithm analysis. By doing algorithm analysis, we can find the time and space complexity of the given algorithm, also it become very easy for us to find how our algorithm will work in worst case and average case and hence it will become very easy to compare any two algorithm on the bases of space and time. And hence we can opt the best algorithm according to the requirement of real world. For example, We know that we have different type of string matching algorithm, So if our memory is not costly then we can use suffix tree approach and if the memory is costly then we can use another algorithm like rabin karp, naive string matching algorithm etc. So it become possible only due to the complexity analysis that we choose the best algorithm.\n\n

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155

Why we need to do algorithm analysis?

A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.

we need algorithm analysis to measure various parameters about the algorithm like time complexity or space complexity so that we can compare different algorithms to choose a better one if possible.

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156

Why we need to do algorithm analysis?

A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.

We need algorithm analysis for calculating the efficiency of a program and how much space and time it will accquire.

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157

Why we need to do algorithm analysis?

A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.

we need to do algorithm analysis to find the solution by most efficient way in terms of time complexity and space .

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158

Why we need to do algorithm analysis?

A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.

Algorithm analysis is necessary because using and inefficient algorithm can make our system slower and outdated.

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159

Why we need to do algorithm analysis?

A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.

We need algorithm analysis to bring efficiency in our code. We also use it for resource management. Algorithm analysis is used to find the most efficient way of doing a task which is assigned to us which is by reducing the time taken by a code to give output. It also reduces the memory bits taken by a code.

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160

Why we need to do algorithm analysis?

A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.

Algorithm analysis is required to solve a problem efficiently, using proper steps to save time and space.\nUse of a proper algorithm enables us to give up-to-date solutions to a problem.

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161

Why we need to do algorithm analysis?

A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.

because the accidental use of the algorithm can result in change in the system perfomence either in a good manner or bad.\n

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162

Why we need to do algorithm analysis?

A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.

To see effectiveness of the algorithm and how much time or space it uses. This helps us see the tradeoff and decide which algorithm we should choose to solve a particular problem. Other parameters like hardware can affect the working of the code as well.

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163

Why we need to do algorithm analysis?

A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.

We need algorithm analysis to guess how an algorithm will behave without actually implementing it on the system . Also , by analyzing different algorithms, we can compare them to determine the best algorithm needed.

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164

Why we need to do algorithm analysis?

A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.

algorithm analysis is as it helps programmer which algorithm is most efficient and best suited for a required problem. it also helps in reducing computation time.

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165

Why we need to do algorithm analysis?

A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.

We need algorithm analysis because it provides theoretical estimation for the required resources of an algorithm to solve a specific computational problem.

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166

Why we need to do algorithm analysis?

A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.

The analysis of Algorithms improves the efficiency of the program and states the time and space complexity of the code.

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167

Why we need to do algorithm analysis?

A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.

Algorithm analysis is important in calculating complexity theory that provides accurate result for a particular problem to solve a particular logical problem .therefore analysis is required to calculate how efficient it is in terms of time and space by calculating time and space complexity.

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168

Why we need to do algorithm analysis?

A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.

algorithm analysis is to be done because we need to find the best solution to our problem so that it can be solved fast and effectively without taking much space on the user's system or any much of his valuable time

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169

Why we need to do algorithm analysis?

A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.

the use of algorithm analysis helps us in minimizing the time and to understand the it better and to understand and perform suggested improvements, it also helps in maintaining a good time complexity by which our system and our code can work efficiently together

2

170

Why we need to do algorithm analysis?

A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.

We need Algrithm analysis to make the codes more efficient and easy to umderstand.It helps in simplification the learning of the codes.

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171

Why we need to do algorithm analysis?

A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.

we need to do algorithm analysis because we need to know the behavior of the program before we implement it to a computer, since it is very hard to predict the behavior of algorithms.

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172

Why we need to do algorithm analysis?

A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.

we need algorithm to find any solution briefly and less spacing with less timing.

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173

Why we need to do algorithm analysis?

A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.

algorithm analysis is important because inefficient use of sufficient algorithm can affect system performance. It can cause or affect the complexity or performance of the system.

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174

Why we need to do algorithm analysis?

A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.

to determine the efficiency of an algorithm, that is how much time and space does and algorithm take in its operation

2

175

Why we need to do algorithm analysis?

A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.

We need it to find out time complexities of different algorithms to see which one gives the solution in the lowest amount of time

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176

Why we need to do algorithm analysis?

A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.

We need algorithm analysis to find wether the algorithm actually helps in solving the problem in most efficient way.

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177

Why we need to do algorithm analysis?

A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.

We need algorithm analysis to study how much time and space required algorithm performs the task associated . It helps us analyse how effective is a particular algorithm when it comes to best case , average case or worst cases of a particular problem.

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178

Why we need to do algorithm analysis?

A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.

Algorithm analysis is an key part of complexity theory which provides theoretical knowledge for the required resources of an algorithm to solve a specific logical problem.

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179

Why we need to do algorithm analysis?

A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.

the analysis of algorithm helps us to unterstand it in a more better way and also help us to make it more improved i.e. making your program more faster and efficient

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180

Why we need to do algorithm analysis?

A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.

We need to do analysis to find out how efficient the algo is how much time and space it is taking so that we can compare the different algos in terms of space and time.

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181

Why we need to do algorithm analysis?

A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.

Algorithm analysis is required so that that user can completely understand the program and identify all the base cases which are applied in the code.\nProgrammer can also find the time complexity of the program by doing the algorithm analysis.\n

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182

Why we need to do algorithm analysis?

A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.

we need algorithm analysis to run the given question's program in better way, better time complexity and better space complexity.

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183

Why we need to do algorithm analysis?

A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.

We need to analyze algorithms in order to find the best possible algorithm suited for our problem without actually having to implement it on the computer. Having certain measures to analyze the algorithm saves considerable time than implementing the algorithm everytime a system variable changes.

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184

Why we need to do algorithm analysis?

A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.

we need algorithm analysis to know the running time complexity of the code as it is a vital factor when the size of the input is very large and also to know about the space it occupies\nto execute the code.

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185

Why we need to do algorithm analysis?

A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.

we need algorithm analysis because of following points\nTo understand use of which data structure is used in that algorithm.\nTo understand its time complexity and memory required \nTo further optimize the algorithm

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186

Why we need to do algorithm analysis?

A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.

we need algorithm analysis because it helps to get knowledge of time and space complexity

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187

Why we need to do algorithm analysis?

A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.

We need algorithm analysis to evaluate how an algorithm functions and how optimized an algorithm is to solve any given problem and the use appropriate data structure and algorithm gives us the most efficient space complexity and Time complexity which is possible for any algorithm as such.

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188

Why we need to do algorithm analysis?

A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.

Algorithm analysis is important in practice because the accidental or unintentional use of an inefficient algorithm can significantly impact system performance. In time-sensitive applications, an algorithm taking too long to run can render its results outdated or useless.\n

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189

Why we need to do algorithm analysis?

A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.

Analyzing various algorithms helps us in understanding and building the efficient and optimum solution to the problem statement. It helps us in understanding the uses of data structures, how we can utilize them to solve the questions. The time complexity and space complexity can be compared to understand the versatility of our code.

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190

Why we need to do algorithm analysis?

A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.

Algorithm analysis is now days very important to solve a particular problem in very efficient time and space.\nEvery problem can be solve through many algorithms/methods but we can get the most efficient solution by only analyzing the different algorithms.

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191

Why we need to do algorithm analysis?

A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.

We need algorithm analysis to find the time/space taken by the algorithm, to find what can be done to improve complexities and to propose a alternative better solution in future.

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192

Why we need to do algorithm analysis?

A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.

We need algotrithm analysis to check which is the best suited algorithm for the given problem.Since,every problem is different,has different constraints and requirements,different data structures are required for each and to figure out which will be the best suited for the given problem,we need algorithm analysis.We also need to check which approach has the least time and space complexity so as to produce the most optimal result.

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193

Why we need to do algorithm analysis?

A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.

Algorithm analysis is required to analyze the space and time complexity of an algorithm and to understand the logic so that we can check if any better solution can be there or not.

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194

Why we need to do algorithm analysis?

A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.

We do algorithm analysis to compare algorithms and chose the one which is the lightest on any software or hardware. This ensures compatibility and optimization for as many devices by reducing the complexity to run the algorithm (time complexity and/or space complexity).

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195

Why we need to do algorithm analysis?

A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.

we need to do algorithm analysis to know how much space and time it will be using is it a efficient one or not

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196

Why we need to do algorithm analysis?

A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.

to verify if a optimal solution is there to do the question

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197

Why we need to do algorithm analysis?

A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.

we need algorithm analysis to ensure that the algorithm we have gives the best optimal solution , with best time and space complexity. Algorithm analysis also tells the cases in which an algorithm fails and how to solve that case. Once the correct algorithm is obtained the code can be written easily.

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198

Why we need to do algorithm analysis?

A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.

to find its time and space complexity.

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199

Why we need to do algorithm analysis?

A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.

We need algorithm analysis in order to calculate the time and space requirements of the code/algorithm we are using.

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200

Why we need to do algorithm analysis?

A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.

we need algorithmic analysis to find a solution which occupies least space as well as having least running time complexity(both time and space optimsed solution),depending upon the problem,to deal with it and provide an effective solution.

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201

Why we need to do algorithm analysis?

A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.

We do algorithm analysis to search for the best possible solution to a problem, to optimize a solution, We can find least run time (time complexity min)

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202

Why we need to do algorithm analysis?

A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.

We need algorithm analysis because we have to find most effecient solution for a problem we will take less time and space.

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