🔖 Tag:
productivity
(21)Writing at Work - The Why, What, How Framework
Three documents I write (one-pager, design doc, after-action review) and how I structure them.
28 Feb 2021 · 9 min · writing engineering productivity
Feature Stores - A Hierarchy of Needs
Access, serving, integrity, convenience, autopilot; use what you need.
21 Feb 2021 · 18 min · teardown machinelearning engineering productivity
2021 Roadmap: Sharing, Helping, and Living More
A public roadmap to track and share my progress; nothing mission or work-related.
03 Jan 2021 · 4 min · productivity life
2020 Retrospective: New Country, New Role, New Habit
Wrapping up 2020 with writing and site statistics, graphs, and a word cloud.
20 Dec 2020 · 7 min · productivity life
How I’m Reflecting on 2020 and Planning for 2021
Time to clear the cache, evaluate existing processes, and start new threads.
06 Dec 2020 · 4 min · productivity life
How Prototyping Can Help You to Get Buy-In
Building prototypes helped get buy-in when roadmaps & design docs failed.
11 Oct 2020 · 6 min · datascience productivity
Routines and Tools to Optimize My Day (Guest Post by Susan Shu)
For years I've refined my routines and found tools to manage my time. Here I share it with readers.
20 Sep 2020 · 15 min · productivity learning career
How to Accomplish More with Less - Useful Tools & Routines
My tools for organization and creation, autopilot routines, and Maker's schedule
13 Sep 2020 · 10 min · productivity learning career
How Reading Papers Helps You Be a More Effective Data Scientist
Why read papers, what papers to read, and how to read them.
30 Aug 2020 · 6 min · learning career productivity
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 productivity career
Why You Need to Follow Up After Your Data Science Project
Ever revisit a project & replicate the results the first time round? Me neither. Thus I adopted these habits.
19 Jul 2020 · 11 min · datascience productivity
What I Do During A Data Science Project To Deliver Success
It's not enough to have a good strategy and plan. Execution is just as important.
12 Jul 2020 · 6 min · datascience productivity
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 · 3 min · productivity life
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 productivity production python
What I Do Before a Data Science Project to Ensure Success
Haste makes waste. Diving into a data science problem may not be the fastest route to getting it done.
15 Jun 2020 · 11 min · datascience productivity
What I Love about Scrum for Data Science
Initially, I didn't like it. But over time, it grew on me. Here's why.
07 Jun 2020 · 9 min · agile leadership datascience 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 · learning writing productivity
Writing is Learning: How I Learned an Easier Way to Write
Writing begins before actually writing; it's a cycle of reading -> note-taking -> writing.
28 Mar 2020 · 7 min · learning writing productivity
Simpler Experimentation with Jupyter, Papermill, and MLflow
Automate your experimentation workflow to minimize effort and iterate faster.
15 Mar 2020 · 6 min · datascience agile python productivity
Data Science and Agile (Frameworks for effectiveness)
Taking the best from agile and modifying it to fit the data science process (Part 2 of 2).
02 Feb 2019 · 13 min · agile datascience productivity
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