[100% Free] Machine Learning From First Principles (19 hours)

Discussing the principles behind the most used Machine Learning algorithms

What you'll learn

Machine Learning Principles
The principles behind Machine Learning algorithms (not just the codes!)
Regression (Linear Regression, Multiple Linear Regression, Polynomial Regression, and Support Vector Regression)
Classification (Logistic Regression, k-Nearest Neighbours, Trees, and Support Vector Machines)
Other principles such as Cross Validation, AIC, BIC, and choosing the right metrics for your algorithm