Guest blog post by Laetitia Van Cauwenberge

Your best references to do your job or get started in data science.

1. Machine Learning on GitHub
2. Supervised Learning on GitHub
3. Cheat Sheet: Data Visualization with R
4. Cheat Sheet: Data Visualisation in Python
5. scikit-learn Algorithm Cheat Sheet
6. Vincent Granville's Data Science Cheat Sheet - Basic
7. Vincent Granville's Data Science Cheat Sheet - Advanced
8. Cheat Sheet – 10 Machine Learning Algorithms & R Commands
9. Microsoft Azure Machine Learning : Algorithm Cheat Sheet
10. Cheat Sheet – Algorithm for Supervised and Unsupervised Learning
11. Machine Learning and Predictive Analytics, on Dzone
12. ML Algorithm Cheat Sheet by Laurence Diane
13. CheatSheet: Data Exploration using Pandas in Python
14. 24 Data Science, R, Python, Excel, and Machine Learning Cheat Sheets .

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Additional Reading

• 50 Articles about Hadoop and Related Topics
• 10 Modern Statistical Concepts Discovered by Data Scientists
• Top data science keywords on DSC
• 4 easy steps to becoming a data scientist
• 13 New Trends in Big Data and Data Science
• 22 tips for better data science
• Data Science Compared to 16 Analytic Disciplines
• How to detect spurious correlations, and how to find the real ones
• 17 short tutorials all data scientists should read (and practice)
• 10 types of data scientists
• 66 job interview questions for data scientists
• High versus low-level data science

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