This is a complete AI (Artificial Intelligence) course in Bangla, perfect for beginners who want to learn AI from scratch. In this 9-hour tutorial, you'll learn:

0:00 - Introduction
9:50 - Goals and Applications
19:47 - Can machine think?
28:19 - Turing Test
34:11 - State Space Search
44:58 - Uninformed VS Informed Search
54:57 - Breadth First Search (BFS)
1:01:28 - Depth First Search (DFS)
1:07:14 - Iterative Deepening Search (IDS)
1:13:38 - 8 Puzzle Problem without Heuristic
1:31:17 - 8 Puzzle Problem with Heuristic
1:45:26 - Generate and Test Search
1:52:52 - Best First Search
2:13:36 - A* (A-Star) Search Algorithm
2:33:29 - Admissibility of A* Algorithm
2:50:40 - Beam Search Algorithm
3:03:45 - Hill Climbing Algorithm
3:13:16 - AO* (AND-OR-STAR) Search Algorithm
3:24:56 - Game Playing
3:28:53 - Minimax Algorithm
3:36:12 - Alpha-Beta Pruning Algorithm
3:42:11 - Knowledge Based Agent (KBA)
3:51:31 - Operation Performed by KBA
3:56:46 - Knowledge Representation
4:01:55 - Approaches to Knowledge Representation
4:05:44 - Semantic Network Representation
4:18:42 - Frame Representation
4:25:28 - Production Rules
4:30:50 - Logical Representation
4:35:05 - Propositional Logic
5:31:39 - Rules of Inference
5:39:06 - Types of Inference Rules
6:00:06 - Predicate Logic
6:05:40 - Quantifiers
6:15:31 - Inference Rules
6:34:07 - Rule Based Expert System
6:42:16 - Forward Chaining
6:52:13 - Backward Chaining
7:08:48 - Agents/Intelligent Agents
7:14:49 - Simple Reflex Agents
7:21:38 - Model Based Reflex Agents
7:26:11 - Goal Based Agents
7:30:39 - Utility Based Agents
7:35:04 - Learning Agents
7:39:11 - Natural Language Processing (NLP)
7:48:57 - Steps in NLP
7:58:06 - Syntactic Analysis (Parsing)
8:03:38 - Prolog (Programming Logic)
8:20:06 - Artificial Neural Networks (ANN)
8:34:05 - Supervised, Unsupervised & Reinforcement Learning
8:43:18 - Fuzzy Logic
8:56:17 - Operations in Fuzzy Logic


You can watch it all at once or follow along in parts at your own pace. Stick with it till the end—AI will become easy to understand!

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Note : This playlist includes some topics taken from Lubna Yasmin Pinky (Assistant Professor, MBSTU) Ma'am's and Varun Singla (Founder of Gate Smashers) Sir's research.


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