Machine Learning From First PrinciplesVideo: .mp4 (1280x720, 30 fps(r)) | Audio: aac, 44100 Hz, 2ch...
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...
