Complete Machine Learning in 6 Hours - Krish Naik

Complete Machine Learning in 6 Hours - Krish Naik

Embark on a comprehensive 6-hour journey through the world of machine learning with this in-depth tutorial. Explore the distinctions between AI, ML, DL, and Data Science before diving into core concepts like regression and classification. Master essential algorithms including Linear Regression, Ridge and Lasso Regression, Logistic Regression, Naive Bayes, KNN, Decision Trees, and ensemble methods. Gain practical implementation skills through hands-on examples. Delve into clustering techniques such as K-Means, Hierarchical, and DBSCAN. Understand crucial concepts like bias and variance. Conclude with advanced topics including XGBoost and SVM algorithms. Access supplementary materials and data science blogs for further learning.