Data Science Resources
Books:
- The Field Guide to Data Science , by Booz, Allen and Hamiton
- Practical Data Analysis, by Hector Cuesta
- Data Science Book, by Pierre Lafaye de Micheaux
- Python for Data Analysis , By Wes McKinney
- How to choose a great Data Science book
- List of free Data Science Books
- Top 10 Essential Books for the Data Enthusiast
- Popular Data Science Books Every Data Scientist Must Read
Data Science Cheat Sheets:
- Data Science Cheat Sheets 1, by Robbie Allen
- Data Science Cheat Sheets 2 , by Kailash Ahirwar
- Data Science Cheat Sheets 3, by KDnuggets
- Data Science Cheat Sheets 4, by KDnuggets
Blogs:
- KDnuggets
- Analytics Vidhya
- Data Science Central
- dataschool
- Data Science 101
- 50 of the Best Data Science Blogs
- Data Science Blogs
- 15 GitHub Repositories for Data Scientists
Data Science Search Engine:
- Data Science Search Engine, by Data Science Central
Datasets:
Open Courses for Data Science:
- CS109: Data Science course, by Harvard University
- Data Science course, by Steven Skiena
- Open Source Data Science Masters
- Data 8: The Foundations of Data Science, by UC Berkeley
- AI courses, by Intel AI Academy
- Data Science for Executives, by edX
- The Best Data Science Courses on the Internet, by David Venturi
Tutorials:
- Kaggle Data Science Tutorials
- Kaggle Data Science Tutorials
- Top 10 IPython Notebook Tutorials for Data Science and Machine Learning, by KDnuggets
- Awesome Data Science
- Python Data Science Tutorials
- IPython Notebooks Tutorials for Data Science
- IPython Notebooks for Data Science
- 11 IPython Tutorials for Data Science and Machine Learning, by Data Science Central
- 20 short tutorials all data scientists should read (and practice), by Data Science Central
Useful Libraries for Data Science:
- Useful libraries for data science in Python, by Sebastian Raschka
- 9 Python Analytics Libraries, by Data Science Central
- Top 15 Python Libraries for Data Science in 2017, by Kdnuggets
- 15 Python Libraries for Data Science, by TYLER KEENAN