Learning Python Design Patterns
My notes and highlights on the book.
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Clean Code: A Handbook of Agile Software Craftsmanship
My notes and highlights on the book.
Mastering Large Datasets with Python: Parallelize and Distribute Your Python Code
My notes and highlights on the book.
High performance Python: Practical Performant Programming for Humans
My notes and highlights on the book.
Machine Learning: tests and production
“Creating reliable, production-level machine learning systems brings on a host of concerns not found in small toy examples or even large offline research ...
Building Machine Learning Powered Applications: Going from Idea to Product
My notes and highlights on the book.
Leadership Strategy and Tactics: Field Manual
What makes leadership so hard is dealing with people, and people are crazy. And the craziest person a leader has to deal with is themselves.
Causal Impact: state-space models in settings where a randomized experiment is unavailable
TL;DR: There are ways of measuring the causal impact of some business intervention even in scenarios where a randomized experiment is unavailable. In this po...
Introduction to Machine Learning with Python: A Guide for Data Scientists
My notes and highlights on the book.
The Hundred-Page Machine Learning Book
My notes and highlights on the book.