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

- On Friday, August 3, 2018
- By Read More

## 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.

- On Friday, August 3, 2018
- By Read More

## 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.

- On Friday, August 3, 2018
- By Read More

## Online learning

This 30 page guide will show you how to install R, load data, run analyses, make graphs, and more.

Swirl provides exercises and feedback from within your R session to help you learn in a structured, interactive way.

These free events teach you how do do useful things in R, and we’re always making more. Our previous webinars are archived into several tracks for your viewing convenience: Tip: Look at our two-part series on “Working with the RStudio IDE” at DataCamp to master all features of the IDE.

This book will teach you how to use the most modern parts of R to import, tidy, transform, visualize, and model data, as well as how to communicate findings with R Markdown.

You can search for R packages and functions, look at package download statistics, and leave and read comments about R functions.

If you need a quick reminder about how to wrangle data, make a graph, or do some other common task in R download one of our free R cheat sheets.

Or, take Hadley’s online course “Writing Functions in R” where he teaches you the fundamentals of writing functions in R so you can make your code more readable, avoid coding errors, and automate repetitive tasks.

- On Tuesday, January 22, 2019

**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 ...

**Lecture 1 - Part c - Statistical Learning with Applications in R**

Reference: (Book) (Chapter 2) An Introduction to Statistical Learning with Applications in R (Gareth James, Daniela Witten, Trevor Hastie, Robert Tibshirani) ...

**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 ..

**Taking Notes: Crash Course Study Skills #1**

The first step in honing your new study skills is to take better notes. This week Thomas will tell you everything you need to know to come to class prepared and ...

**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 ...

**r programming r download**

r programming r download

**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 ...

**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 ...

**Statistics with R: Using R and RStudio, Lesson 2 by Courtney Brown**

Lesson 2: Using R and RStudio. This lecture was given at Emory University in Atlanta, Georgia on 5 September 2013. Lesson 2 describes how to begin using ...