11:22
1.1 Artificial Intelligence Introduction | Artificial Intelligence
11:44
1.2 Agents in Artificial Intelligence | Artificial Intelligence
1.3 Components of Artificial Intelligence | Artificial Intelligence
21:30
1.4 Search Strategies in Artificial Intelligence | State Space Search | Artificial Intelligence
9:40
1.5 Breadth First Search(BFS) Uninformed Search in Artificial Intelligence | Artificial Intelligence
6:14
1.6 Depth First Search(DFS) Uninformed Search in Artificial Intelligence | Artificial Intelligence
13:02
1.7 Iterative Deepening Depth First Search (IDDFS) Uninformed Search A.I | Artificial Intelligence
15:30
1.8 Correlation Coefficient | Statistical Analysis in Artificial Intelligence
16:48
1.9 Measure of Correlation Coefficient | Statistical Analysis in Artificial Intelligence
15:03
1.10 Residual Errors | Statistical Analysis in Artificial Intelligence | Artificial Intelligence
13:35
1.11 Mean Squared Error(MSE) & Root Mean Squared Error(RMSE) | Artificial Intelligence
12:19
1.12 Probability Distribution(PD) | Discrete PD and Continuous PD | Artificial Intelligence
20:38
2.1 Heuristic Search & Heuristic Function | Problem Solving Techniques | Artificial Intelligence
19:07
2.2 Hill Climbing Search | Heuristic Search | Problem Solving Techniques | Artificial Intelligence
15:15
2.3 Types of Hill Climbing & Simulated Annealing | Heuristic Search | Artificial Intelligence
13:43
2.4 Best First Search Algorithm(Greedy Search) | Heuristic Search | Artificial Intelligence
17:28
2.5 A* Search Algorithm | Heuristic Search | Problem Solving Techniques | Artificial Intelligence
21:24
2.6 Problem Reduction or Decomposition | Problem Solving Techniques | Artificial Intelligence
18:20
2.7 Local Search & Optimization Problem (Part 1) | Beyond Classical Search | Artificial Intelligence
8:59
2.8 Local Search & Optimization Problem (Part 2) | Beyond Classical Search | Artificial Intelligence
14:06
2.9 Local Search & Optimization Problem (Part 3) | Beyond Classical Search | Artificial Intelligence
26:01
2.10 Local Search in Continuous Space | Beyond Classical Search | Artificial Intelligence
20:25
2.11 Constraint Satisfaction Problem(CSP) with Sudoku Puzzle Example | Artificial Intelligence
23:46
2.12 Types of Constraint Satisfaction Problem (Part 1) | Artificial Intelligence
18:08
2.13 Types of Constraint Satisfaction Problem (Part 2) | Cryptarithmetic Problem AI
17:10
2.14 Types of Constraint Satisfaction Problem (Part 3) | Map Coloring Problem AI
18:29
3.1 Introduction to Knowledge Representation | Artificial Intelligence
24:53
3.2 Techniques of Knowledge Representation | Artificial Intelligence
18:57
3.3 Knowledge based Agents(KBA) | Artificial Intelligence
11:53
3.5 Predicate Logic or First Order Logic(FOL) in Artificial Intelligence | Well-Formed Formula (WFF)
22:01
3.4 Proposition Logic in Artificial Intelligence | Well-Formed Formula (WFF) | AI
21:09
3.6 Quantifiers (Universal & Existential) in Predicate Logic or First Order Logic(FOL) AI
2:58
3.7 Rule of Inference & Types of Rule of Inference | Artificial Intelligence
39:39
AI Practical No 1 | Implement Travelling Salesman Problem using Hill Climbing Algorithm in Python
45:24
AI Practical No 2 | N-Queens Problem using Simulated Annealing Algorithm & Towers of Hanoi in Python
34:14
AI Practical No 4 | Implement Tokenization, Word Frequency, Stop Words POS Tagging | NLP Tool(NLTK)
27:30
AI Practical No 5 | Implementation of Tic-Tac-Toe Game in Python
15:33
3.8 Rule based System in Artificial Intelligence | Artificial Intelligence
29:22
3.9 Types of Rule based System | Forward Chaining & Backward Chaining | Artificial Intelligence
12:53
3.10 Reasoning in AI | Forward Reasoning & Backward Reasoning | Artificial Intelligence
15:02
3.11 Reasoning under Uncertainty | Probabilistic Reasoning | Artificial Intelligence
17:04
3.12 Conditional Probability & Bayes’ Theorem | Reasoning under Uncertainty| Artificial Intelligence
18:27
3.13 Bayesian Belief Network in AI | Reasoning under Uncertainty | Artificial Intelligence
19:40
3.14 Bayesian Network Example in AI | Reasoning under Uncertainty | Artificial Intelligence
15:24
3.15 Dempster-Shafer Theory (DST) | Reasoning under Uncertainty | Artificial Intelligence
21:02
3.16 Monotonic & Non Monotonic Reasoning | Reasoning under Uncertainty | Artificial Intelligence
10:57
3.17 Truth Maintenance System in Non Monotonic Reasoning | Reasoning under Uncertainty in AI
3.18 Introduction to Fuzzy Logic | Fuzzy Logic | Artificial Intelligence
20:48
3.19 Fuzzy Propositional Logic & Inference Rule | Fuzzy Logic | Artificial Intelligence
19:38
3.20 Concept of Fuzzy System | Fuzzy Logic | Artificial Intelligence
30:12
3.21 Fuzzy Logic Architecture | Degree of Membership | Fuzzy Logic | Artificial Intelligence
33:45
3.22 Fuzzy Operations | Fuzzy Logic | Artificial Intelligence
