This Machine Learning Algorithms Tutorial shall teach you what machine learning is, and the various ways in which you can use machine learning to solve a problem! Towards the end, you will learn how to prepare a data-set for model creation and validation and how you can create a model using any machine learning algorithm! In this Machine Learning Algorithms Tutorial video you will understand: 00:00:00 Introduction 00:00:12 Agenda for Today's Session 00:01:11 What is an Algorithm? 00:02:07 Algorithm - Example 00:04:19 What is Machine Learning? 00:06:14 Unsupervised Learning 00:12:07 Reinforcement Learning 00:16:19 How a problem is solved using Machine Learning? 00:19:08 Classification Algorithms 00:20:33 Anomaly Detection Algorithms 00:21:44 Regression Algorithms 00:22:49 Clustering Algorithms 00:24:10 Reinforcement Algorithms 00:27:02 Dataset