🔥 Post Graduate Diploma in Artificial Intelligence by E&ICT Academy NIT Warangal: https://www.edureka.co/executive-programs/machine-learning-and-ai 🔥 Topics Wise Machine Learning Podcast : https://castbox.fm/channel/id1832236?country=us This Edureka Machine Learning video on “Machine Learning Full Course” will provide you with detailed and comprehensive knowledge of Machine Learning. It will provide you with the in-depth knowledge of the different types of Machine Learning with the different algorithms that lie under each category with a demo for each algorithm and the approach one should take to solve these problems. This Machine Learning tutorial will be covering the following topics: 1:44 What is Data Science? 3:09 Data Science Peripherals 3:37 What is Machine learning? 4:10 Features of Machine Learning 4:46 How it works? 5:36 Applications of Machine Learning 13:21 Market Trend of Machine Learning 14:29 Machine Learning Life Cycle 17:26 Important Python Libraries 19:20 Types of Machine Learning 19:33 Supervised Learning 20:50 Unsupervised Learning 21:52 Reinforcement Learning 23:23 Detailed Supervised Learning 24:50 Supervised Learning Algorithms 26:28 Linear Regression 28:53 Use Case(with Demo) 35:23 Model Fitting 36:36 Need for Logistic Regression 37:33 What is Logistic Regression? 39:46 What is Decision Tree? 49:33 What is Random Forest? 57:10 What is Naïve Bayes? 1:09:16 Detailed Unsupervised Learning 1:10:15 What is Clustering? 1:12:13 Types of Clustering 1:25:57 Market Basket Analysis 1:27:02 Association Rule Mining 1:29:06 Example 1:29:44 Apriori Algorithm 1:39:11 Detailed Reinforcement Learning 1:41:46 Reward Maximization 1:44:13 The Epsilon Greedy Algorithm 1:44:59 Markov Decision Process 1:47:19 Q-Learning Subscribe to our channel to get video updates. Hit the subscribe button above: https://goo.gl/6ohpTV ———-𝐄𝐝𝐮𝐫𝐞𝐤𝐚 [More]