My Learning Toolbox _{[A Glimpse]}

Don't fall in love with your models/processes.
Learn continuously. Pursue excellence.
And read more!

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Cheatsheets, Code and More...

Cheatsheet: The Anatomy of a Useful Predictive Model
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🔗Learn More. Read Related Blog Article.

R Code: A Custom Hyperparameter Tuning Function
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🔗Learn More. Read Related Blog Article.

Books: Forever Friends

My current top 10 (professionally speaking, and in no particular order).Send me your recommendations. I'm always looking for some. Even the crazy ones. The more unhinged, the better!

Disclaimer: I have no affiliations with the authors, publishers and/or sellers of these books.

Hands-on learning goes a long way...

What Helps Me LearnUsing data to solve problems in my personal life...
What's the best joint supplement for my senior cat (scrape customer reviews for sentiment analysis) or what do my personal expenses look like and how can I optimize savings (analyzing my transactional credit card and bank statements helped me learn that 'subscribe and save' was actually costing more!).Winning solutions on Kaggle...
A great reminder that there is really no limit on how to solve a problem. Getting creative helps!Benefits -
1. Solving real problems that I care about
2. Using real life data that is messy as opposed to standard learning datasets that meet all modeling assumptions
3. A unique data portfolio (no more FlightsNYC or Penguins or MTCars...)
4. Finding creative and innovative ways to solve problems
5. Continuously learning!!!