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Machine Learning  Tutorial Introduction to Machine Learning Evolution of Machine Learning Types Of Human Learning What is Machine Learning? How do machines learn? Types of Machine Learning Supervised Learning Unsupervised Learning Reinforcement Learning Difference between Supervised, Unsupervised, and Reinforcement Learning

Machine Learning Activities Types of Data in Machine Learning Types of Data in Machine Learning-2

Selection of Model Training A Model (For Supervised Learning) Model Representation and Interpretability

Basics of Feature Engineering Feature Transformation Feature Subset Selection

Classification Introduction Classification Model Classification Learning Steps k-Nearest Neighbour (kNN) Decision Tree Random Forest Model

Regression Simple Linear Regression Multiple Linear Regression (MLR)

Unsupervised Learning Clustering