Tag:
productivity
(21)
SearchMechanisms for Effective Machine Learning Projects
Mechanisms I've found via trial and error: Pilot & copilot, literature review, methodology review, and timeboxes.
22 Jan 2023 · 6 min · mechanism machinelearning productivity
Goodbye Roam Research, Hello Obsidian
How to migrate and sync notes & images across devices
15 Jan 2023 · 2 min · til productivity
Why You Should Write Weekly 15-5s
15 minutes a week to document your work, increase visibility, and earn trust.
26 Jun 2022 · 4 min · mechanism productivity career
Data Science Project Quick-Start
Hard-won lessons on how to start data science projects effectively.
06 Mar 2022 · 7 min · datascience engineering productivity
2021 Year in Review
Met most of my goals, adopted a puppy, and built ApplyingML.com.
28 Nov 2021 · 6 min · productivity life
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 · 9 min · writing 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 · 3 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
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
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 · mechanism 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 · mechanism 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 · 2 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 · 18 min · engineering production python productivity 🔥
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 · mechanism 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 · writing learning productivity 🔥
Simpler Experimentation with Jupyter, Papermill, and MLflow
Automate your experimentation workflow to minimize effort and iterate faster.
15 Mar 2020 · 6 min · datascience productivity python
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 · mechanism 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 🔥