Artificial Intelligence (AI)

• Alpha Beta Pruning  
• Tic Tac Toe Search Tree 
• Introduction to Machine Learning  
• Introduction to Machine Learning Online Lecture   
• Decision Tree   
• Decision Tree Online Lecture  
• Decision Tree (Profit) Example  
• Decision Tree (Play Tennis) Example  
• K-Nearest Neighbor (KNN)   
• K-Nearest Neighbor (KNN) Example   
• K-Nearest Neighbor (KNN) (W9 L1)   
• K-Nearest Neighbor (KNN) (W9 L1) Online Lecture   
• K-Nearest Neighbor (KNN) Example (W9 L2)   
• K-Nearest Neighbor (KNN) Example (W9 L2) Online Lecture   
• ANN - SLP (W11 L1)    
• ANN - SLP (W11 L1) Online Lecture    
• ANN - MLP (W11 L2)    
• ANN - MLP (W11 L2) Online Lecture    
• Implementation of AND OR XOR gates using ANN (W12 L1)     
• Implementation of gates using ANN (W12 L1) Online Lecture     
• Back Propagation     
• Back Propagation in ANN Online Lecture     
• Genetic Algorithm    
• Genetic Algorithm Online Lecture     
• Swarm Intelligence and Particle Swarm Optimization (PSO)      
• Swarm Intelligence and Particle Swarm Optimization (PSO) Online Lecture      
• Hidden Markov Model (HMM)      
• Hidden Markov Model (HMM) Online Lecture     
• Convolutional Neural Network (CNN)      
• Convolutional Neural Network (CNN) Online Lecture     
• Reinforcement Learning      NEW
• Reinforcement Learning Online Lecture       NEW 

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