- https://www.analyticsvidhya.com/blog/2014/02/interesting-analytics-case-study/
- https://www.quora.com/Where-can-I-find-full-data-science-case-studies
- https://www.quora.com/How-do-I-prepare-for-analytics-data-science-case-study-interview
- https://www.packtpub.com/mapt/book/big-data-and-business-intelligence/9781785887918/13/ch13lvl1sec82/case-study-2--why-do-some-people-cheat-on-their-spouses%253f
- Approaching almost any machine learning problem
- Complete tutorial tree based modeling scratch in python
- Quick introduction boosting algorithms machine learning
- Introduction to Reinforcement Learning implementation
- Working with text data
- Scikit-learn
- Numpy-Python
- Python-For-Data-Science
- Python Bokeh Cheat Sheet for data science
- Text-data-cleaning-python
- Data-visualization-in-python
- 11-steps-perform-data-analysis-pandas-python
- Regular expression python
- 100-data-science-interview-questions-and-answers-general-for-2017
- 101 Data Science Interview Questions & Detailed Answers
- 17-data-science-interview-questions-answers
- 40 Interview Questions asked at Startups in Machine Learning / Data Science
- 21 Must-Know Data Science Interview Questions and Answers
- Top 50 Machine learning Interview questions & Answers
- Collection of Machine Learning Interview Questions
- 45 questions to test Data Scientists on Tree Based Algorithms (Decision tree, Random Forests, XGBoost)
- 40 Questions to test a Data Scientist on Clustering Techniques
- **45 questions to test a Data Scientist on Regression **
- **40 Questions to ask a Data Scientist on Ensemble Modeling Techniques **
- solution-for-skilltest-machine-learning
- 40-questions-test-data-scientist-machine-learning-solution-skillpower-machine-learning
- 41 Essential Machine Learning Interview Questions (with answers)