YoVDO

Statistics and Machine Learning in R

Offered By: YouTube

Tags

R Programming Courses Statistics & Probability Courses Machine Learning Courses Linear Regression Courses Logistic Regression Courses Random Forests Courses Multiple Regression Courses PCA Courses

Course Description

Overview

If you want to do statistics and machine learning in R, this playlist is for you, and you only. No one else is allowed to watch it.


Syllabus

StatQuest: PCA in R.
StatQuest: MDS and PCoA in R.
StatQuest: Random Forests in R.
StatQuest: Linear Regression in R.
StatQuest: Multiple Regression in R.
StatQuest: Linear Models Pt.3 - Design Matrix Examples in R.
Logistic Regression in R, Clearly Explained!!!!.
Ridge, Lasso and Elastic-Net Regression in R.
ROC and AUC in R.


Taught by

StatQuest with Josh Starmer

Related Courses

Introduction to Artificial Intelligence
Stanford University via Udacity Probabilistic Graphical Models 1: Representation
Stanford University via Coursera Statistics One
Princeton University via Coursera Intro to Statistics
Stanford University via Udacity Passion Driven Statistics
Wesleyan University via Coursera