career
(25)Why did I start writing? What's my writing process? What's the writing culture at Amazon like?
17 Jan 2021  ·  41 min  ·  writing career learning
How he switched from engineering to data science, what "senior" means, and how writing helps.
29 Nov 2020  ·  21 min  ·  informalmentors career datascience writing
Data cleaning, transfer learning, overfitting, ensembling, and more.
22 Nov 2020  ·  10 min  ·  machinelearning career life
Interview questions you should ask and how to evolve your job scope.
15 Nov 2020  ·  7 min  ·  datascience career
A personal take on their deliverables and skills, and what it means for the industry and your team.
08 Nov 2020  ·  10 min  ·  datascience machinelearning career
Setbacks she faced, overcoming them, and how writing changed her life.
01 Nov 2020  ·  10 min  ·  informalmentors career machinelearning writing
Not 'How to build a data science portfolio', but 'Whys' and 'Whats'.
18 Oct 2020  ·  14 min  ·  datascience learning career
As careers grow, how does the balance between writing & coding change? Hear from 4 tech leaders.
04 Oct 2020  ·  12 min  ·  writing career leadership
What's an average day like? What's great about the role? How's working in Amazon?
21 Sep 2020  ·  8 min  ·  datascience career
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
My tools for organization and creation, autopilot routines, and Maker's schedule
13 Sep 2020  ·  10 min  ·  productivity learning career
My chat with James Le about my experience, leadership, agile, ML in production, writing, and more.
03 Sep 2020  ·  16 min  ·  datascience leadership career lazada
Why read papers, what papers to read, and how to read them.
30 Aug 2020  ·  6 min  ·  learning career productivity
How not to become an expert beginner and to progress through beginner, intermediate, and so on.
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
Crocker's Law, cognitive dissonance, and how to receive (uncomfortable) feedback better.
Why you should give a talk and some tips from five years of speaking and hosting meet-ups.
18 Apr 2020  ·  7 min  ·  datascience career writing
Should I join a start-up? Which offer should I accept? A simple metaphor to guide your decisions.
12 Apr 2020  ·  6 min  ·  career
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
No, you don't need a PhD or 10+ years of experience.
30 Apr 2019  ·  7 min  ·  career datascience
What's the difference between a data scientist, data engineer, and ML engineer? A panel at Google.
17 Jan 2019  ·  4 min  ·  datascience career
What is data science, how to pick it up, and how to enter the field? A discussion with SMU undergrads.
26 Aug 2017  ·  1 min  ·  datascience career
Sharing about why data science, data science myths, a typical day, and more with TIA.
26 Jul 2017  ·  4 min  ·  datascience career
Tools and skills to pick up and how to practice them. An Invited Talk with Masters in IT candidates.
26 Jun 2017  ·  1 min  ·  datascience learning career
Tools and skills to pick up, and how to practice them.
25 Jun 2017  ·  8 min  ·  datascience learning career