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(my favs; 6)
SearchWriting Robust Tests for Data & Machine Learning Pipelines
Or why I should write fewer integration tests.
04 Sep 2022 · 19 min · engineering machinelearning production ❤️
The Metagame of Applying Machine Learning
How to go from knowing machine learning to applying it at work to drive impact.
02 May 2021 · 12 min · machinelearning datascience ❤️
How to Write Better with The Why, What, How Framework
Three documents I write (one-pager, design doc, after-action review) and how I structure them.
28 Feb 2021 · 10 min · writing engineering productivity ❤️
What Machine Learning Can Teach Us About Life - 7 Lessons
Data cleaning, transfer learning, overfitting, ensembling, and more.
22 Nov 2020 · 11 min · machinelearning career life ❤️
What I Did Not Learn About Writing In School
Surprising lessons I picked up from the best books, essays, and videos on writing non-fiction.
The 85% Rule: When Giving It Your 100% Gets You Less than 85%
I thought giving it my all led to maximum outcomes; then I learnt about the 85% rule.
09 Jul 2020 · 2 min · productivity life ❤️
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