3.83 тысяч подписчиков
69 видео
1.1 Introduction to Learning | Component of Learning System | Supervised | Unsupervised Learning
1.2 Overview on the history of Machine Learning
1.3 Machine Learning - Introduction
1.4 Machine Learning Approaches - ANN, Clustering, Classification, Reinforcement Learning, SVM
1.5 Issues | Challenges | Problems in Machine Learning
2.1 Regression | Simple Linear Regression | Multiple Linear Regression | Logistic Regression
2.2 Bayes' Theorem Simplest Explaination with example | Total Probability | Proof
2.3 Concept Learning in Machine Learning with Simple Example
2.4 Bayes Optimal Classifier with Example in Machine Learning
2.5 Naive Bayes Classifier with Example in Machine Learning
2.6 Bayesian Belief Network with solved Example in Machine Learning
2.7 Support Vector Machine (SVM) | Linear Vs Non-Liner | Polynomial Kernel | Gaussian (RBF) Kernel
3.4 Knowledge Representation and Knowledge Acquisition in Artificial Intelligence
2.3 Hill Climbing Algorithm in Artificial Intelligence with Simple Example
2.7 8 Puzzle Problem in Artificial Intelligence with Simple Example using Heuristic Search
4.8 Convolutional Neural Networks in Machine Learning with examples convolutional layers stride
1.3 Types of intelligent agents in artificial intelligence
3.1 Propositional Logic in Artificial Intelligence with Examples in Hindi
2.2 Heuristic(Informed) search in Artificial Intelligence | Best First Search | A* Search | AO* Sear
2.9 Branch and Bound Algorithm with Example | 0/1 Knapsack using Branch and Bound
1.2 Agents and environments in artificial intelligence | Properties of task environments
2.8 Minimax Algorithm in Artificial Intelligence with Simple Example | Alpha Beta pruning
4.3 Perceptron in ML | Implement AND OR function Training Rule using Perceptron Networks
5.3 Genetic Algorithm in Machine Learning
