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DS-Take-Home

Solution to the book "A Collection of Data Science Take-Home Challenges".

Note:

Please don't contact me for the dataset.

This repository is only for self-learning purpose. I am really happy if my solution is helpful to you. However, I won't provide the original book or the data files. If you want to do the exercise, you can go to https://datamasked.com/ to purchase the book. Please respect the author of the original work.

  1. Conversion Rate
  2. Spanish Translation A/B Test
  3. Employee Retention
  4. Identifying Fraudulent Activities
  5. Funnel Analysis
  6. Pricing Test
  7. Marketing Email Campaign
  8. Song Challenge
  9. Clustering Grocery Items
  10. Credit Card Transactions
  11. User Referral Program
  12. Loan Granting
  13. Json City Similarities
  14. Optimization of Employee Shuttle Stops
  15. Diversity in the Workplace
  16. URL Parsing Challenge
  17. Engagement Test
  18. On-Line Video Challenge
  19. Subscription Retention Rate
  20. Ads Analysis

Other useful resource: https://github.com/stasi009/TakeHomeDataChallenges

Copyright @ Jifu Zhao 2018