level 1

Foundations of Machine Learning

 Linear Algebra || Introduction to Coordinate Geometry || Basics of Coordinate Geometry || Planes, 2D planes || 3D planes || Introduction to Matrices || Matrices Notation || Types of matrices || Operations on matrices




level 2

Programming for Machine Learning & Data Analysis and Visualisation

Python for Data Science: Data Structures || Python for Data Science Introduction || Python for Data Science: Functions || Python for Data Science: NumPy || Python for Data Science: Pandas || Plotting for exploratory data analysis




level 3

Machine Learning Models & Machine Learning Projects

Classification & Regression Models: K-Nearest || Neighbours || Logistic Regression || Linear regression || Decision Trees || Project 1: YouTube Recommendation Systems || Project 2: Building Amazon Fashion Discovery Engine