Machine Learning Course for Beginners

Learn the theory and practical application of machine learning concepts in this comprehensive course for beginners. Course website with learning resources: Code: Course developed by Ayush Singh. Check out his channel: Course Contents (0:00:00) Course Introduction (0:04:34) Fundamentals of Machine Learning (0:25:22) Supervised Learning and Unsupervised Learning In Depth (0:35:39) Linear Regression (1:07:06) Logistic Regression (1:24:12) Project: House Price Predictor (1:45:16) Regularization (2:01:12) Support Vector Machines (2:29:55) Project: Stock Price Predictor (3:05:55) Principal Component Analysis (3:29:14) Learning Theory (3:47:38) Decision Trees (4:58:19) Ensemble Learning (5:53:28) Boosting, pt 1 (6:11:16) Boosting, pt 2 (6:44:10) Stacking Ensemble Learning (7:09:52) Unsupervised Learning, p