Brain In A Math

A mind bending jail-break story of Brain!

Chapter 1: R

Machine Learning in R

Week 2

A not very gentle introdcution to R

Week 3

Regressions and how to find them

Week 4

Nonlinear Regressions

Week 5

Gradient Descent and Validation

Week 8

Trees, Forests and the art of pruning

Week 9

Support Vector Machines

Week 10

Introduction to Neural Networks

Week 11

Neural Networks in R

Week 12

Principle Component Analysis

Week 13

Clustering Models

Data Visualization and Statistics

Lab 1

Introduction to Visualization with R

Lab 2

Comparing Distributions

Lab 3

Visualizing Categorical Variables

Lab 4

Distributions

Lab 5

Fitting Distributions to Continuous RVs

Lab 7

Data Transformation and Time Series

Lab 8

Data Transformation and CLT

Lab 9

Hypothesis Testing

Lab 10

ANOVA

Lab 11

Testing Proportions