This Machine Learning tutorial will help you understand why Machine Learning came into picture, what is Machine Learning, types of Machine Learning, Machine Learning algorithms with a detailed explanation on linear regression, decision tree & support vector machine and at the end you will also see a use case implementation where we classify whether a recipe is of a cupcake or muffin using SVM algorithm. Machine learning is a core sub-area of artificial intelligence; it enables computers to get into a mode of self-learning without being explicitly programmed. When exposed to new data, these computer programs are enabled to learn, grow, change, and develop by themselves. So, to put simply, the iterative aspect of machine learning is the ability to adapt to new data independently. Now, let us get started with this Machine Learning tutorial video and understand what it is and why it matters. Machine Learning Tutorial Part - 2: https://www.youtube.com/watch?v=_Wkx_... Below topics are explained in this Machine Learning tutorial: 1. Why Machine Learning? ( 00:45 ) 2. What is Machine Learning? ( 04:52 ) 3. Types of Machine Learning ( 11:34 ) 4. Machine Learning Algorithms ( 16:41 ) - Linear Regression ( 16:57 ) - Decision Trees ( 25:43 ) - Support Vector Machine ( 34:00 ) 5. Use case: Classify whether a recipe is of a cupcake or a muffin using SVM ( 36:02 )