Solution to the book "A Collection of Data Science Take-Home Challenges".
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.
- Conversion Rate
- Spanish Translation A/B Test
- Employee Retention
- Identifying Fraudulent Activities
- Funnel Analysis
- Pricing Test
- Marketing Email Campaign
- Song Challenge
- Clustering Grocery Items
- Credit Card Transactions
- User Referral Program
- Loan Granting
- Json City Similarities
- Optimization of Employee Shuttle Stops
- Diversity in the Workplace
- URL Parsing Challenge
- Engagement Test
- On-Line Video Challenge
- Subscription Retention Rate
- Ads Analysis
Other useful resource: https://github.com/stasi009/TakeHomeDataChallenges
Copyright @ Jifu Zhao 2018