Tag:
mechanism
(11)
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 · 6 min · learning productivity mechanism
How to Write Data Labeling/Annotation Guidelines
Writing good instructions to achieve high precision and throughput.
12 Mar 2023 · 6 min · machinelearning mechanism
Mechanisms for Effective Technical Teams
End of week debrief, weekly business review, monthly learning sessions, and quarter review.
05 Feb 2023 · 7 min · mechanism leadership
Mechanisms for Effective Machine Learning Projects
Pilot & copilot, literature review, methodology review, and timeboxing.
22 Jan 2023 · 7 min · mechanism machinelearning 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
What I Wish I Knew About Onboarding Effectively
Mindset, 100-day plan, and balancing learning and taking action to earn trust.
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 · 12 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 · 7 min · mechanism datascience 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 · 12 min · mechanism 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 · 10 min · mechanism agile leadership datascience
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 · 14 min · mechanism agile datascience productivity
Join 9,300+ readers getting updates on machine learning, RecSys, LLMs, and engineering.