Machine Learning

  Unit I The Machine Learning Landscape 1.      What Is Machine Learning? 2.      Why Use Machine Learning? 3.      Types of Machine Learning Systems 4.      Supervised/Unsupervised Learning 5.      Batch and Online Learning 6.      Instance-Based Versus Model-Based Learning    

  Machine Learning 👉    About Machine Learning 1 The Machine Learning Landscape Classification Support Vector Machines Decision Trees Ensemble Learning and Random Forests Dimensionality Reduction Clustering 👉   About Machine Learning 2   Introduction Concept Learning and the General to Specific Ordering Decision   Tree   Learning Artificial Neural Networks Bayesian Learning Instance-Based Learning Genetic Algorithms Learning Sets of Rules Analytical   Learning Reinforcement Learning 👉  About Machine Learning 3 Introduction  Data Pre-processing Performance measurement of models  Supervised Learning  Decision Tree Learning  Unsupervised Learning  Ensemble Models 👉  Machine Learning MCQs 👉  Machine Learning Programs