"Kaggle is an arena where you can match your data science skills against a global cadre of experts in statistics, mathematics, and machine learning. "

"Four short films demonstrating statistical concepts through dance. The concepts are: correlation, variance, frequency distributions, sampling and standard error. Project title: 'Communicating Psychology to the Public through Dance' (AKA 'Dancing Statistics') "

"Stata's YouTube channel will show you how to easily perform various analyses and common tasks"

By Daniel Dauber, updated 2/5/2024
"Welcome to R for Non-Programmers: A Guide for Social Scientists (R4NP). This book provides a helpful resource for anyone looking to use R for their research projects, regardless of their level of programming or statistical analysis experience. Each chapter presents essential concepts in data analysis in a concise, thorough, and user-friendly manner. R4NP will guide you through your first steps on a possibly endless journey full of ‘awe and wonder’.

This book is designed to be accessible to beginners while also providing valuable insights for experienced analysts looking to transition to R from other computational software. You don’t need any prior knowledge or programming skills to get started. R4NP provides a comprehensive entry into R programming, regardless of your background."
Note - BookDown lets you "Write HTML, PDF, ePub, and Kindle books with R Markdown"

This is set up as a nine-week class. Free. Includes useful links, including to another tutorial on Learning Statistics with R.

Click on "Course Materials" to see the course materials - freely available via a CC BY-SA license.
RStudio interface

"... powerful tool for working with messy data: cleaning it; transforming it from one format into another; extending it with web services; and linking it to databases like Freebase." Previously known as GoogleRefine.
[5/2014 - the how-to book has been ordered for the WSU Libraries]

"Tabula is a tool for liberating data tables trapped inside PDF files."

"Transform any website into a table of data or a Structured API in minutes without even writing any code."

"Voyant Tools is a web-based reading and analysis environment for digital texts. "

The absolute importance of managing your data ...in a cute Pixar video!