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(popular; 9)
SearchThe First Rule of Machine Learning: Start without Machine Learning
Why this is the first rule, some baseline heuristics, and when to move on to machine learning.
19 Sep 2021 · 7 min · machinelearning career 🔥
You Don't Really Need Another MOOC
Stop procrastinating, go off the happy path, learn just-in-time, and get your hands dirty.
24 Jan 2021 · 8 min · learning datascience 🔥
Data Discovery Platforms and Their Open Source Solutions
What questions do they answer? How do they compare? What open-source solutions are available?
25 Oct 2020 · 15 min · teardown datascience engineering 🔥
Unpopular Opinion - Data Scientists Should be More End-to-End
Why (and why not) be more end-to-end, how to, and Stitch Fix and Netflix's experience
09 Aug 2020 · 15 min · datascience machinelearning leadership career 🔥
How to Set Up a HTML App with FastAPI, Jinja, Forms & Templates
I couldn't find any guides on serving HTML with FastAPI, thus I wrote this to plug the hole on the internet.
23 Jul 2020 · 3 min · engineering python til 🔥
How to Set Up a Python Project For Automation and Collaboration
After this article, we'll have a workflow of tests and checks that run automatically with each git push.
21 Jun 2020 · 17 min · engineering production python productivity 🔥
Stop Taking Regular Notes; Use a Zettelkasten Instead
Using a Zettelkasten helps you make connections between notes, improving learning and memory.
05 Apr 2020 · 6 min · writing learning productivity 🔥
My Journey from Psych Grad to Leading Data Science at Lazada
How hard work, many failures, and a bit of luck got me into the field and up the ladder.
27 Feb 2020 · 11 min · career datascience lazada 🔥
Data Science and Agile (What Works, and What Doesn't)
A deeper look into the strengths and weaknesses of Agile in Data Science projects (Part 1 of 2).
26 Jan 2019 · 12 min · agile datascience productivity 🔥