IMPORTANT QUESTIONS AND ANSWERS 7TH SEM CSE

 

NAME: RAKSHITHR

SUBJECT: ARTIFICIAL INTELLIGENCE AND MACHINE LEARNING

AIML	LINK OR ANSWER OR IMAGE
MOD 1 2 Related Playlists	18CS71 AIML (Module 2) AI L 0 | Syllabus Discussion | Artificial Intelligence | Neural Network | Machine Learning
1. What is artificial intelligence? List the applications. 11.What is artificial intelligence? Discuss the branches of artificial intelligence.	COMPLETED          IMPT
2.Solve the 4-gallon water jug problem, writing appropriate production rules. 5.Provide the solution of water jug  problem by stating the general rules. 7.The water jug problem states: You are provided with two jugs, one with 4 gallons of capacity and the other one with 3 gallons of capacity. Neither have any measuring markers on it. How can we get exactly two gallons of water in 4-gallon jug? i. Write down the production rules for the above problem. ii. Write any one solution for the above problem. water jug problem 3 gallon 4gallon vtu 7th sem aiml module 1 18cs71 in konkani revision 12.What is a state space? Explain the concept of state space representation using the water jug problem. 2nd, 5th,7th and 12th question -same answer  IMPT ___________________________________ STATE SPACE SEARCH DEF?	Link:Artificial Intelligence - Water Jug Problem Water Jug Problem in Artificial Intelligence | Example | State Space Rules Water Jug Problem in artificial intelligence | (Eng-Hin) Lec-19 Water Jug Problem in Artificial intelligence water jug problem in AI Link:Solution to Water Jug Problem in Artificial Intelligence by Dr. Mahesh Huddar
4.What is heuristic search and its characteristics?  VIMPT CHARACTERISTICS
3.Apply A* algorithm and find the most cost-effective path from start state A to final state J.  VIMPT PROBLEM EXTERNALS 2ND PIC
6.Write the hill climbing search algorithm of AI   V IMPT FOR EXTERNALS	https://www.vtupulse.com/artificial-intelligence/hill-climbing-steppest-hill-climbing-artificial-intelligence/
8.Explain Steepest Ascent Hill Climbing technique with an algorithm. Comment on its  drawbacks and how to overcome these drawbacks.	Steepest Ascent Hill Climbing Algorithm Solved Example in Artificial Intelligence by Mahesh Huddar LEFT
13.Explain any 2 AI techniques for solving tie-tac-toe problem. IMPT	V.IMPT Link:Program 1 - Tic Tac Toe Game Playing | Tic Tac Toe Game in Artificial Intelligence by Mahesh Huddar Program 2 - Tic Tac Toe Game using Magic Square in Artificial Intelligence by Mahesh Huddar Tic Tac Toe Game Program 3 | Tic Tac Toe Game 3rd Approach in Artificial Intelligence Mahesh Huddar
10.Discuss about constraint satisfaction and solve the below crypt arithmetic problem. CROSS+ROADS=DANGER                                  SEND+MORE=MONEY   IMPT	V.IMPT YT: SEND+MORE=MONEY Constraint Satisfaction Problem (CSP )| Artificial Intelligence|Tamil|7mins CROSS+ROADS=DANGER L50: CryptArithmetic Problem in Artificial Intelligence | CROSS + ROADS = DANGER Solution
9 Explain problem reduction with respect to AND-OR graph with suitable example Write AO* algorithm.	Link:AO Star Search Algorithm | AND OR Graph | Problem Reduction in Artificial Intelligence Mahesh Huddar Link:Solved Example AO* Search Algorithm | AO Star Search Algorithm Explained in Artificial Intelligence ALGORITHM
15.Explain best first search with example	NOT IMPT FOR EXTERNALS
14.Write the algorithms for breadth first search and depth-first search. Enlist the advantages of each.
14,15,10,13,1, 2(WATER JUG) ,3,4,6	LEFT - 8 9
REVISE MOD 1 AND 2 NOV AND DEC
CA

IMPT	MOD2
FEB 2023	AUG 2022
MAR 2022
	MOD3
FEB 2023	AUG 2022
MAR 2022	Write ID3 algorithm to construct decision tree                             5M Derive gradient descent rule 8M
	MOD 4
	MOD 5

IMPORTANT MOD 2

REPEATED:(STUDY ONLY THIS) 1.Apply candidate elimination algorithm for the dataset	Candidate Elimination Algorithm – Explained Machine Learning Data Mining Mahesh Huddar 1. Candidate Elimination Algorithm | Solved Example - 1 | Machine Learning by Mahesh Huddar 2. Candidate Elimination Algorithm | Solved Example - 2 | Machine Learning by Mahesh Huddar 3. Candidate Elimination Algorithm | Solved Example - 3 | Machine Learning by Mahesh Huddar SOLVED NUMERICAL 4 Candidate Elimination Algorithm Solved Numerical Example Malignant Tumors MRI Images Mahesh Huddar 5. Candidate Elimination Algorithm Solved Numerical Example to find Specific and Generic Hypothesis OTHERS Remarks On Version Spaces And Candidate Elimination Algorithm Machine Learning Mahesh Huddar Inductive Bias Candidate Elimination Algorithm | Inductive System | Deductive System Mahesh Huddar
2. Find s algorithm.apply the same for the following
3.Explain following terms W.A.F ML: a.concept learning  b.Inductive learning hypothesis c.consistent hypothesis d.version space f.general boundary  and  g.specific boundary
	Appropriate Problems for Decision Tree Learning Machine Learning Big Data Analytics by Mahesh Huddar 1. How to build a decision Tree for Boolean Function | Machine Learning by Mahesh Huddar 2. How to build a decision Tree for Boolean Function | Machine Learning by Mahesh Huddar mp4 How to find the Entropy and Information Gain in Decision Tree Learning by Mahesh Huddar How to find the Entropy Given Probabilities decision Tree Learning Machine Learning by Mahesh Huddar How to find the Entropy Given Probabilities decision Tree Learning Machine Learning by Mahesh Huddar
ID3 Decision tree	ID3 Decision tree Learning Algorithm | ID3 Algorithm | Decision Tree Algorithm Example Mahesh Huddar 1. Decision Tree | ID3 Algorithm | Solved Numerical Example | by Mahesh Huddar 2 Decision Tree | ID3 Algorithm | Solved Numerical Example by Mahesh Huddar 3 Decision Tree | ID3 Algorithm | Solved Numerical Example by Mahesh Huddar Issues in Decision Tree Learning | Machine Learning by Mahesh Huddar