Get The Complete MATLAB Course Bundle for 1 on 1 help! https://josephdelgadillo.com/product/matlab-course-bundle/ Enroll in the FREE course! https://uthena.com/courses/matlab?coupon=youtube&ref=744aff This course is designed to cover one of the most interesting areas of machine learning called classification. I will take you step-by-step in this course and will first cover the basics of MATLAB. Following that we will look into the details of how to use different machine learning algorithms using MATLAB. Specifically, we will be looking at the MATLAB toolbox called statistic and machine learning toolbox.We will implement some of the most commonly used classification algorithms such as K-Nearest Neighbor, Naive Bayes, Discriminant Analysis, Decision Tress, Support Vector Machines, Error Correcting Output Codes and Ensembles. Following that we will be looking at how to cross validate these models and how to evaluate their performances. Intuition into the classification algorithms is also included so that a person with no mathematical background can still comprehend the essential ideas. The course consists of the following sections: Segment 1: Instructor and Course Introduction Segment 2: MATLAB Crash Course Segment 3: Grabbing and Importing Data-set Segment 4: K-Nearest Neighbor Segment 5: Naive Bayes Segment 6: Decision Trees Segment 7: Discriminant Analysis Segment 8: Support Vector Machines Segment 9: Error Correcting Output Codes Segment 10: Classification with Ensembles Segment 11: Validation Methods Segment 12: Evaluating Performance As bonus, you also learn how to share your analysis results with your colleges, friends, and others, and create visual analysis of your results. You will also have access to some practice questions which will give you hands on experience. Time Stamps: 01:29 Introduction 03:04 Why MATLAB for machine learning 06:16 Meet the instructor, Dr. Nouman Azam 09:25 MATLAB crash course 19:30 Applications of machine learning 31:28 Data types you will encounter 39:55 Importing data into MATLAB 49:36 Data tables Web - https://josephdelgadillo.com Subscribe - https://bit.ly/SubscribeJTD Facebook - https://www.facebook.com/delgadillojt Discord - https://discord.gg/EbcQFrg Instagram - https://www.instagram.com/jo3potato #MATLAB #LearnToCode #JTDigital