Interactive

API Docs

Introduction to R programming language and statistics
Comparing Git Workflows
28 Jupyter Notebook tips, tricks and shortcuts
Data Mining in Python: A Guide
O'reilly Oriole Online Tutorials
DataCamp Tutorials
KDnuggets Tutorials
Kaggle Tutorials
Kaggle Blog Tutorials
Codementor Data Science Tutorials
20 short tutorials all data scientists should read (and practice)
Topcoder Data Science Tutorials
Top 10 IPython Notebook Tutorials for Data Science and Machine Learning
New KDnuggets Tutorials Page: Learn R, Python, Data Visualization, Data Science, and more
Curated list of R tutorials for Data Science
Scipy Lecture Notes
Jupyter Notebook Tutorial: The Definitive Guide
Docker: Data Science Environment with Jupyter
NumPy Tutorial: Data analysis with Python
Pandas Tutorial: Data analysis with Python: Part 1
Reproducible Data Analysis in Jupyter
Data Manipulation and Visualization with Pandas and Seaborn — A Practical Introduction
Graph Analytics Over Relational Datasets with Python
Effectively Using Matplotlib
Creating Data Visualizations in Matplotlib
Exploratory Data Analysis in Python
SQL Tutorial: How To Write Better Queries
Software Vendor Tutorials
- Pandas Tutorials
- Numpy Tutorials
- Scipy Tutorials
- Statsmodels Tutorials
- Statsmodels Examples
- Matplotlib Examples
- SQL² Tutorial

MOOC platforms and online schools
Video Learning and Skills Development
- SkillShare
- Treehouse
- Lynda.com
- LinkedIn Learning
- Udemy
- DataQuest
- DataCamp
- Codecademy
- Code School
- Sitepoint
- Pluralsight
- Udacity
- Tuts+
Subject-specific courses
- Harvard's CS109 Data Science
- General Assembly - Data Science
Mathematics

The Field Guide to Data Science
Increase Your Analytics Proficiency - Making the Move From Analytics to Data Science
AWS