Machine Learning Algorithms - for Beginners

Machine Learning Algorithms #machinelearningalgorithms #machinelearningalgorithm #machinelearning #ArtificialIntelligence #aicertification Timelines: 00:36 Supervised Learning 00:39 Linear Regression 00:57 Logistic Regression 01:09 Decision Trees 01:29 Support Vector Machines 02:08 Naive Bayes 02:37 K-Nearest Neighbor (KNN) 03:44 Unsupervised Learning 03:48 K-Means Clustering 04:20 Dimensionality Reduction 04:57 Principal Component Analysis (PCA) 05:08 Reinforcement Learning 05:12 Q -Learning 05:42 Deep Q-Networks (DQN) 06:10 Ensemble Methods 06:16 Random Forest 06:42 Gradient Boosting (XGBoost) 07:27 Stacking