Tag:
datascience
(40)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
Mailbag: How to Define a Data Team's Vision and Roadmap
I'm heading into a team lead role and would like to define the vision and roadmap.
18 Feb 2022 Ā· 3 min Ā· leadership datascience š¬
Red Flags to Look Out for When Joining a Data Team
What to consider for in terms of data, roadmap, role, manager, tooling, etc.
13 Feb 2022 Ā· 8 min Ā· datascience machinelearning career
The Data Scientist Show - Building end-to-end ML systems
Daliana and I had a 2hr chat on all things data science and machine learning.
02 Dec 2021 Ā· 1 min Ā· datascience machinelearning career
Towards Data Science - Author Spotlight with Eugene Yan
My favourite project, how I write weekly and how you can start, and content I would like to see more of.
02 Jun 2021 Ā· 11 min Ā· career writing datascience
Bukalapak - Fireside Chat with the Data Science team
We discussed about how to build and run data teams and engage better with business.
28 Mar 2021 Ā· 10 min Ā· datascience leadership
Choosing Problems in Data Science and Machine Learning
Short vs. long-term gain, incremental vs. disruptive innovation, and resume-driven development.
21 Mar 2021 Ā· 12 min Ā· datascience machinelearning leadership
How to Win a Data Hackathon (Hacklytics 2021)
What the top teams did to win the 36-hour data hackathon. No, not machine learning.
14 Feb 2021 Ā· 6 min Ā· datascience engineering misc
Growing and Running Your Data Science Team
What I learned about hiring and training, and fostering innovation, discipline, and camaraderie.
31 Jan 2021 Ā· 16 min Ā· leadership datascience
Mailbag: How to Get Experienced DS Resume Noticed by Recruiters?
How to increase the chances of getting called up by recruiters?
16 Jan 2021 Ā· 5 min Ā· career datascience š¬
How to Prevent or Deal with a Data Science Role or Title Mismatch
Interview questions you should ask and how to evolve your job scope.
15 Nov 2020 Ā· 8 min Ā· datascience career
Applied / Research Scientist, ML Engineer: Whatās the Difference?
A personal take on their deliverables and skills, and what it means for the industry and your team.
08 Nov 2020 Ā· 11 min Ā· datascience machinelearning engineering career
Data Discovery Platforms and Their Open Source Solutions
What questions do they answer? How do they compare? What open-source solutions are available?
25 Oct 2020 Ā· 16 min Ā· teardown datascience engineering
Why Have a Data Science Portfolio and What It Shows
Not 'How to build a data science portfolio', but 'Whys' and 'Whats'.
18 Oct 2020 Ā· 15 min Ā· datascience learning career
CareerFair - Day-to-day as an Applied Scientist at Amazon
What's an average day like? What's great about the role? How's working in Amazon?
21 Sep 2020 Ā· 8 min Ā· datascience career
Datacast Podcast - Effective Data Science with Eugene Yan
My chat with James Le about my experience, leadership, agile, ML in production, writing, and more.
03 Sep 2020 Ā· 17 min Ā· datascience leadership career lazada
Mailbag: I'm Now a Senior DSāHow should I Approach this?
Becoming a senior after three years and dealing with imposter syndrome.
27 Aug 2020 Ā· 2 min Ā· career datascience š¬
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 Ā· 17 min Ā· datascience machinelearning leadership š„
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
Mailbag: Qns on the Intersection of Data Science and Business
Does DS have business requirements? When does it make sense to split DS and DE??
21 Jun 2020 Ā· 3 min Ā· datascience 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
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 Ā· 10 min Ā· mechanism agile leadership datascience
A Hackathon Where the Dinkiest Idea Won. Why?
What I Learnt about evaluating ideas from first-hand participation in a hackathon.
03 May 2020 Ā· 7 min Ā· datascience lazada
How to Give a Kick-Ass Data Science Talk
Why you should give a talk and some tips from five years of speaking and hosting meet-ups.
18 Apr 2020 Ā· 7 min Ā· datascience writing
What does a Data Scientist really do?
No, you don't need a PhD or 10+ years of experience.
30 Apr 2019 Ā· 8 min Ā· career 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 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„
DataScience SG Meetup - Panel On the Different Roles in Data
What's the difference between a data scientist, data engineer, and ML engineer? A panel at Google.
17 Jan 2019 Ā· 4 min Ā· datascience career
GovTech Conference - Data Science and AgileāCan or Not?
Yes, Agile can be adopted by data science teams. Moderating a panel at GovTech STACK.
28 Oct 2018 Ā· 6 min Ā· agile datascience
Big Data & Analytics Summit - Data Science Challenges @ Lazada
Technical challenges easy compared to business and people issues. Sharing at the BDA Summit.
21 Jun 2018 Ā· 8 min Ā· datascience leadership lazada
Building a Strong Data Science Team Culture
Culture >> Hierarchy, Process, Bureaucracy.
12 May 2018 Ā· 5 min Ā· leadership datascience lazada
INSEAD Lunchtime Talks - How Lazada uses Data
And my idiosyncratic journey to VP of Data Science at Lazada (Alibaba). A Lunchtime chat at INSEAD.
25 Apr 2018 Ā· 2 min Ā· datascience lazada
My first 100 days as Data Science Lead
How being a Lead / Manager is different from being an individual contributor.
25 Sep 2017 Ā· 5 min Ā· leadership datascience lazada
SMU - What is Data Analytics and How do I get into it?
What is data science, how to pick it up, and how to enter the field? A discussion with SMU undergrads.
26 Aug 2017 Ā· 1 min Ā· datascience career
Tech in Asia - My Journey in Data Science and Advice for others
Sharing about why data science, data science myths, a typical day, and more with TIA.
26 Jul 2017 Ā· 4 min Ā· datascience career
SMU Masters in IT - How to get started in Data Science
Tools and skills to pick up and how to practice them. An Invited Talk with Masters in IT candidates.
26 Jun 2017 Ā· 1 min Ā· datascience learning career
How to get started in Data Science
Tools and skills to pick up, and how to practice them.
25 Jun 2017 Ā· 9 min Ā· datascience learning career
One way to help a data science team innovate successfully
If things are not failing, you're not innovating enough. - Elon Musk
19 Feb 2017 Ā· 3 min Ā· leadership datascience lazada
DataKind Singaporeās Latest Project Accelerator
Guest post of how DataKind SG worked with NGOs to frame their problems and suggests solutions
17 Sep 2015 Ā· 8 min Ā· datascience
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