AI News, In-depth introduction to machine learning in 15 hours of expert videos

In-depth introduction to machine learning in 15 hours of expert videos

In January 2014, Stanford University professors Trevor Hastie and Rob Tibshirani (authors of the legendary Elements of Statistical Learning textbook) taught an online course based on their newest textbook, An Introduction to Statistical Learning with Applications in R (ISLR).

(Update: The course will be offered again in January 2016!) If you are new to machine learning (and even if you are not an R user), I highly recommend reading ISLR from cover-to-cover to gain both a theoretical and practical understanding of many important methods for regression and classification.

1. Introduction to Statistics

NOTE: This video was recorded in Fall 2017. The rest of the lectures were recorded in Fall 2016, but video of Lecture 1 was not available. MIT 18.650 Statistics ...

R tutorial: Introduction to cleaning data with R

Learn more about cleaning data with R: Hi, I'm Nick. I'm a data scientist at DataCamp and I'll be your ..

Modern Data Science with R: Overview of "Supervised learning"

Modern Data Science with R is a comprehensive data science textbook for undergraduates that incorporates statistical and computational thinking to solve ...

Intro to Psychology - Crash Course Psychology #1

You can directly support Crash Course at Subscribe for as little as $0 to keep up with everything we're doing. Also, if you ..

Statistics with R: Introduction to Data Types, Lesson 1 by Courtney Brown

Lesson 1: Introduction to Data Types. This lecture was given at Emory University in Atlanta, Georgia on 1 September 2013. In this lesson, data types are ...

Discovering Statistics Using R

Video made at the request of my publishers to promote my new textbook (out March 2012) 'Discovering Statistics Using R'. Despite what I say in this video, the ...

Principles of Management - Lecture 01

This is a short, 12-week introductory course in Management. Chapter 1 covers the very basics of the subject. Management, Organization, Managers ...

Install R and RStudio on Windows 7 (OpenIntro)

Please show your support and subscribe to our YouTube channel using the button above! This screencast highlights how to download and install R and RStudio ...