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The R Manuals

The following manuals for R were created on Debian Linux and may differ from the manuals for Mac or Windows on platform-specific pages, but most parts will be identical for all platforms.

Computer Programming using Python

This website teaches computer programming. This skill is very useful: with programming you can automate computer tasks, make art and music, interpret and analyze survey results, build tools for other people, create custom websites, write games, examine genetic data, connect people with each other, and the list goes on and on.

Learn Data Analytics in Bash

If you go through these 7 articles, you will learn how to do basic data cleaning, data formatting and analytics via the command line. On the top of that you will have your own data server to practice _ we will use that not only here, but in my future SQL and Python tutorials too.

Data Science at Home

Data Science at Home is a podcast about machine learning, artificial intelligence and algorithms. The show is hosted by Dr. Francesco Gadaleta on solo episodes and interviews with some of the most influential figures in the field

Modern Deep Learning in Python

This course continues where my first course, Deep Learning in Python, left off. You already know how to build an artificial neural network in Python, and you have a plug-and-play script that you can use for TensorFlow. Neural networks are one of the staples of machine learning, and they are always a top contender in Kaggle contests. If you want to improve your skills with neural networks and deep learning, this is the course for you.

Google's Python Class

Welcome to Google's Python Class -- this is a free class for people with a little bit of programming experience who want to learn Python. The class includes written materials, lecture videos, and lots of code exercises to practice Python coding. These materials are used within Google to introduce Python to people who have just a little programming experience.

Become a Google Sheets Master

Learn 30 advanced formulas and techniques in 30 days, with these 30 bite-size tutorials. This course is intended for intermediate level users of Google Sheets, who want to become more comfortable with advanced formulas and unlock the full potential of their data.

How to Become a Data Scientist

This course will help you become a data scientist and find your first job! A free online video course packed with practical tips about how to become a data scientist. Step-by-step learning plan, resources, how to practice, and more.

Stanford Deep Learning Tutorial

This tutorial will teach you the main ideas of Unsupervised Feature Learning and Deep Learning. By working through it, you will also get to implement several feature learning/deep learning algorithms, get to see them work for yourself, and learn how to apply/adapt these ideas to new problems.

What is Docker and How to Use it With Python

This is an introductory tutorial on Docker containers. By the end of this article, you will know how to use Docker on your local machine. Along with Python, we are going to run Nginx and Redis containers. Those examples assume that you are familiar with the basic concepts of those technologies. There will be lots of shell examples, so go ahead and open the terminal.

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