Tag:
productivity
(23)
SearchHow to Run a Weekly Paper Club (and Build a Learning Community)
Benefits of running a weekly paper club, how to start one, and how to read and facilitate papers.
24 Nov 2024 Ā· 6 min Ā· learning productivity mechanism
Mechanisms for Effective Machine Learning Projects
Pilot & copilot, literature review, methodology review, and timeboxing.
22 Jan 2023 Ā· 7 min Ā· mechanism machinelearning productivity
Goodbye Roam Research, Hello Obsidian
How to migrate and sync notes & images across devices
15 Jan 2023 Ā· 2 min Ā· 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 Ā· 4 min Ā· mechanism productivity career
Traversing High-Level Intent and Low-Level Requirements
How they differ and why they work better in different situations.
20 Mar 2022 Ā· 7 min Ā· engineering productivity misc
Data Science Project Quick-Start
Hard-won lessons on how to start data science projects effectively.
06 Mar 2022 Ā· 7 min Ā· datascience engineering productivity
2021 Year in Review
Met most of my goals, adopted a puppy, and built ApplyingML.com.
28 Nov 2021 Ā· 7 min Ā· 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 Ā· 10 min Ā· writing engineering productivity š©· š„
2021 Roadmap: Sharing, Helping, and Living More
A public roadmap to track and share my progress; nothing mission or work-related.
03 Jan 2021 Ā· 4 min Ā· 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 Ā· 8 min Ā· productivity life
How Iām Reflecting on 2020 and Planning for 2021
Time to clear the cache, evaluate existing processes, and start new threads.
06 Dec 2020 Ā· 4 min Ā· 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 Ā· 7 min Ā· 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 Ā· 16 min Ā· 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 Ā· 11 min Ā· 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 Ā· 12 min Ā· 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 Ā· 7 min Ā· 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 Ā· 2 min Ā· productivity life š©·
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 Ā· 20 min Ā· engineering production python productivity š„
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 Ā· 12 min Ā· 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 Ā· 6 min Ā· writing learning productivity š„
Simpler Experimentation with Jupyter, Papermill, and MLflow
Automate your experimentation workflow to minimize effort and iterate faster.
15 Mar 2020 Ā· 6 min Ā· 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 Ā· 14 min Ā· 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 Ā· 13 min Ā· agile datascience productivity š„
Join 10,800+ readers getting updates on machine learning, RecSys, LLMs, and engineering.