- 1. 03 Ideas for Capstone Project 01 link
- 2. Capstone Project 01 proposal
- 3. JSON based data exercises Link
- 4. Work on XML based data exercises here
- 5. Mode Analytics case study
- 6. Capstone Project 1: Data Wrangling
- 7. Report on Data Science meetup link
- 8. Work on your Data Story Link
- 9. EDA: Human Body Temperature Link
- 10. EDA: Examine Racial Discrimination
- 11. EDA: Reduce Hospital Readmissions
- [] 12. Capstone Project 1: Inferential Statistics Report
- 13. Submit your Capstone Milestone Report
- 14. Mini-Project: Informational Interviews
- 15. Linear Regression Mini-Project: Boston Housing
- 16. Logistic Regression: Heights and Weights
- 17. Naive Bayes: Predicting movie ratings from reviews
- 18. Clustering: Customer
- 19. Complete & Submit Capstone Project
- 20. Mini-Project: Find 2-3 job titles
- 21. Mini-Project: Identify 40-50 companies to work for
- 22. Submit 3 ideas for your second Capstone Project
- 23. Mini-Project: Solutions to the PyData recommendation systems tutorial
- 24. Time Series Analysis tutorial from Scipy 2016
- 25. Submit your Capstone project proposal
- 26. Create a data science resume using Creddle.io
- 27. Submit your Capstone Milestone Report
- 28. Mini-Project: Get referrals into your target companies
- 29. Mini-Project: Create a cover letter for one position.
- 30. Mini-project: MapReduce with Spark
- 31. Complete & Submit Capstone Project
- 32. Submit your solution to the Ultimate Inc. data science challenge
- 33. Submit your solution to the KeepUp data science challenge
- 34. Submit your solution to the Relax Inc. data science challenge
- 35. Mini-Project: Create a story toolbox
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