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RecSys, Beyond the Baseline", "url": "https://eugeneyan.com//speaking/recommender-systems-beyond-the-baseline-talk/", "published_at": "2020-01-14T00:00:00+00:00" }, { "id": "01a07d5d-6c77-7387-96ba-6e45d576047f", "title": "Beating the Baseline Recommender with Graph & NLP in Pytorch", "url": "https://eugeneyan.com//writing/recommender-systems-graph-and-nlp-pytorch/", "published_at": "2020-01-13T00:00:00+00:00" }, { "id": "01a07d5d-6c77-7387-96ba-6e45d5a641ad", "title": "Building a Strong Baseline Recommender in PyTorch, on a Laptop", "url": "https://eugeneyan.com//writing/recommender-systems-baseline-pytorch/", "published_at": "2020-01-06T00:00:00+00:00" }, { "id": "01a07d5d-6c77-7387-96ba-6e45d6791774", "title": "OMSCS CS6200 (Introduction to OS) Review and Tips", "url": "https://eugeneyan.com//writing/omscs-cs6200-introduction-to-operating-systems/", "published_at": "2019-12-15T00:00:00+00:00" }, { "id": "01a07d5d-6c77-7387-96ba-6e45d6e52001", "title": "DataScience SG x ODSC Meetup - Applying ML to Healthcare", "url": "https://eugeneyan.com//speaking/machine-learning-in-production-for-healthcare-talk/", "published_at": "2019-10-09T00:00:00+00:00" }, { "id": "01a07d5d-6c77-7387-96ba-6e45d74bb4fc", "title": "OLX Prod Tech 2019 Keynote - Asia's Tech Giants & SuperApps", "url": "https://eugeneyan.com//speaking/olx-group-keynote-asia-tech-giants-talk/", "published_at": "2019-10-03T00:00:00+00:00" }, { "id": "01a07d5d-6c77-7387-96ba-6e45d78a0068", "title": "OMSCS CS6750 (Human Computer Interaction) Review and Tips", "url": "https://eugeneyan.com//writing/omscs-cs6750-human-computer-interaction/", "published_at": "2019-09-03T00:00:00+00:00" }, { "id": "01a07d5d-6c77-7387-96ba-6e45d82a2710", "title": "Goodbye Wordpress, Hello Jekyll!", "url": "https://eugeneyan.com//writing/goodbye-wordpress-hello-jekyll", "published_at": "2019-08-25T00:00:00+00:00" }, { "id": "01a07d5d-6c77-7387-96ba-6e45d91851a0", "title": "OMSCS CS6440 (Intro to Health Informatics) Review and Tips", "url": "https://eugeneyan.com//writing/omscs-cs6440-intro-to-health-informatics/", "published_at": "2019-08-04T00:00:00+00:00" }, { "id": "01a07d5d-6c77-7387-96ba-6e45d92c7f38", "title": "OMSCS CS7646 (Machine Learning for Trading) Review and Tips", "url": "https://eugeneyan.com//writing/omscs-cs7646-machine-learning-for-trading/", "published_at": "2019-05-11T00:00:00+00:00" }, { "id": "01a07d5d-6c77-7387-96ba-6e45d9655ff3", "title": "What does a Data Scientist really do?", "url": "https://eugeneyan.com//writing/what-does-a-data-scientist-really-do/", "published_at": "2019-04-30T00:00:00+00:00" }, { "id": "01a07d5d-6c77-7387-96ba-6e45d97b0984", "title": "DATAx - A Production ML system for SEA's Biggest Hospital Group", "url": "https://eugeneyan.com//speaking/machine-learning-largest-hospital-group-talk/", "published_at": "2019-03-06T00:00:00+00:00" }, { "id": "01a07d5d-6c77-7387-96ba-6e45d991c214", "title": "Data Science and Agile (Frameworks for Effectiveness)", "url": "https://eugeneyan.com//writing/data-science-and-agile-frameworks-for-effectiveness/", "published_at": "2019-02-02T00:00:00+00:00" }, { "id": "01a07d5d-6c77-7387-96ba-6e45da1aed12", "title": "Data Science and Agile (What Works, and What Doesn't)", "url": "https://eugeneyan.com//writing/data-science-and-agile-what-works-and-what-doesnt/", "published_at": "2019-01-26T00:00:00+00:00" }, { "id": "01a07d5d-6c77-7387-96ba-6e45da78a3bb", "title": "DataScience SG Meetup - Panel On the Different Roles in Data", "url": "https://eugeneyan.com//speaking/different-roles-in-data-talk/", "published_at": "2019-01-17T00:00:00+00:00" }, { "id": "01a07d5d-6c77-7387-96ba-6e45dad72401", "title": "OMSCS CS6601 (Artificial Intelligence) Review and Tips", "url": "https://eugeneyan.com//writing/omscs-cs6601-artificial-intelligence/", "published_at": "2018-12-20T00:00:00+00:00" }, { "id": "01a07d5d-6c77-7387-96ba-6e45dbb2d8db", "title": "GovTech Conference - Data Science and Agile—Can or Not?", "url": "https://eugeneyan.com//speaking/data-science-and-agile-can-or-not-talk/", "published_at": "2018-10-28T00:00:00+00:00" }, { "id": "01a07d5d-6c77-7387-96ba-6e45dbe99486", "title": "OMSCS CS6460 (Education Technology) Review and Tips", "url": "https://eugeneyan.com//writing/omscs-cs6460-education-technology/", "published_at": "2018-08-25T00:00:00+00:00" }, { "id": "01a07d5d-6c77-7387-96ba-6e45dcc1591c", "title": "OMSCS CS7642 (Reinforcement Learning) Review and Tips", "url": "https://eugeneyan.com//writing/omscs-cs7642-reinforcement-learning/", "published_at": "2018-07-30T00:00:00+00:00" }, { "id": "01a07d5d-6c77-7387-96ba-6e45dce65fbe", "title": "Big Data & Analytics Summit - Data Science Challenges @ Lazada", "url": "https://eugeneyan.com//speaking/data-science-challenges-impact-lazada-talk/", "published_at": "2018-06-21T00:00:00+00:00" }, { "id": "01a07d5d-6c77-7387-96ba-6e45dd8c64ba", "title": "Building a Strong Data Science Team Culture", "url": "https://eugeneyan.com//writing/building-a-strong-data-science-team-culture/", "published_at": "2018-05-12T00:00:00+00:00" }, { "id": "01a07d5d-6c77-7387-96ba-6e45ddc261f3", "title": "INSEAD Lunchtime Talks - How Lazada uses Data", "url": "https://eugeneyan.com//speaking/insead-how-lazada-uses-data-talk/", "published_at": "2018-04-25T00:00:00+00:00" }, { "id": "01a07d5d-6c77-7387-96ba-6e45ddec904c", "title": "OMSCS CS7641 (Machine Learning) Review and Tips", "url": "https://eugeneyan.com//writing/omscs-cs7641-machine-learning/", "published_at": "2017-12-27T00:00:00+00:00" }, { "id": "01a07d5d-6c77-7387-96ba-6e45ddf8ed94", "title": "My first 100 days as Data Science Lead", "url": "https://eugeneyan.com//writing/my-first-100-days-as-data-science-lead/", "published_at": "2017-09-25T00:00:00+00:00" }, { "id": "01a07d5d-6c77-7387-96ba-6e45de525b93", "title": "SMU - What is Data Analytics and How do I get into it?", "url": "https://eugeneyan.com//speaking/sharing-at-singapore-management-university-on-data-analytics-talk/", "published_at": "2017-08-26T00:00:00+00:00" }, { "id": "01a07d5d-6c77-7387-96ba-6e45df3921f6", "title": "OMSCS CS6300 (Software Development Process) Review and Tips", "url": "https://eugeneyan.com//writing/omscs-cs6300-software-development-process/", "published_at": "2017-08-13T00:00:00+00:00" }, { "id": "01a07d5d-6c77-7387-96ba-6e45e0007999", "title": "Tech in Asia - My Journey in Data Science and Advice for others", "url": "https://eugeneyan.com//speaking/my-sharing-with-tech-in-asia-talk/", "published_at": "2017-07-26T00:00:00+00:00" }, { "id": "01a07d5d-6c77-7387-96ba-6e45e0305841", "title": "SMU Masters in IT - How to get started in Data Science", "url": "https://eugeneyan.com//speaking/how-to-get-started-in-data-science-talk/", "published_at": "2017-06-26T00:00:00+00:00" }, { "id": "01a07d5d-6c77-7387-96ba-6e45e0bf91ed", "title": "How to get started in Data Science", "url": "https://eugeneyan.com//writing/how-to-get-started-in-data-science/", "published_at": "2017-06-25T00:00:00+00:00" }, { "id": "01a07d5d-6c77-7387-96ba-6e45e1ad3aef", "title": "OMSCS CS6476 (Computer Vision) Review and Tips", "url": "https://eugeneyan.com//writing/omscs-cs6476-computer-vision/", "published_at": "2017-05-15T00:00:00+00:00" }, { "id": "01a07d5d-6c77-7387-96ba-6e45e1bce8a0", "title": "One way to help a data science team innovate successfully", "url": "https://eugeneyan.com//writing/one-way-to-help-a-data-science-team-succeed/", "published_at": "2017-02-19T00:00:00+00:00" } ] posts Claim your blog

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Eugene Yan

eugeneyan.com

2021

Choosing Problems in Data Science and Machine Learning original ↗

21 Mar 2021

Seven Habits that Shaped My Last Decade original ↗

14 Mar 2021

How to Write Design Docs for Machine Learning Systems original ↗

7 Mar 2021

How to Write Better with The Why, What, How Framework original ↗

28 Feb 2021

Feature Stores: A Hierarchy of Needs original ↗

21 Feb 2021

How to Win a Data Hackathon (Hacklytics 2021)original ↗

14 Feb 2021

DataTalksClub - Building an ML System; Behind the Scenes original ↗

7 Feb 2021

Growing and Running Your Data Science Team original ↗

31 Jan 2021

You Don't Really Need Another MOOC original ↗

24 Jan 2021

DataTalksClub - The Importance Of Writing In A Tech Career original ↗

17 Jan 2021

Mailbag: How to Get Experienced DS Resume Noticed by Recruiters?original ↗

16 Jan 2021

Real-time Machine Learning For Recommendations original ↗

10 Jan 2021

2021 Roadmap: Sharing, Helping, and Living More original ↗

3 Jan 2021

2020

2020 Retrospective: New Country, New Role, New Habit original ↗

20 Dec 2020

Catch the Flying Daggers original ↗

11 Dec 2020

How I’m Reflecting on 2020 and Planning for 2021 original ↗

6 Dec 2020

Alexey Grigorev on His Career, Data Science, and Writing original ↗

29 Nov 2020

Mailbag: What's the Architecture for your Blog?original ↗

24 Nov 2020

What Machine Learning Can Teach Us About Life - 7 Lessons original ↗

22 Nov 2020

How to Prevent or Deal with a Data Science Role or Title Mismatch original ↗

15 Nov 2020

Applied / Research Scientist, ML Engineer: What’s the Difference?original ↗

8 Nov 2020

Chip Huyen on Her Career, Writing, and Machine Learning original ↗

1 Nov 2020

Data Discovery Platforms and Their Open Source Solutions original ↗

25 Oct 2020

Why I switched from Netlify back to GitHub Pages original ↗

21 Oct 2020

Why Have a Data Science Portfolio and What It Shows original ↗

18 Oct 2020

How to Install Google Scalable Nearest Neighbors (ScaNN) on Mac original ↗

14 Oct 2020

How Prototyping Can Help You to Get Buy-In original ↗

11 Oct 2020

Is Writing as Important as Coding?original ↗

4 Oct 2020

RecSys 2020: Takeaways and Notable Papers original ↗

27 Sept 2020

Appreciating the Present original ↗

26 Sept 2020

CareerFair - Day-to-day as an Applied Scientist at Amazon original ↗

21 Sept 2020

Routines and Tools to Optimize My Day (Guest Post by Susan Shu)original ↗

20 Sept 2020

How to Accomplish More with Less - Useful Tools & Routines original ↗

13 Sept 2020

Migrating Site Comments to Utterances original ↗

7 Sept 2020

How to Test Machine Learning Code and Systems original ↗

6 Sept 2020

Mailbag: Parsing Fields from PDFs—When to Use Machine Learning?original ↗

4 Sept 2020

Datacast Podcast - Effective Data Science with Eugene Yan original ↗

3 Sept 2020

How Reading Papers Helps You Be a More Effective Data Scientist original ↗

30 Aug 2020

Mailbag: I'm Now a Senior DS—How should I Approach this?original ↗

27 Aug 2020

Embrace Beginner's Mind; Avoid The Wrong Way To Be An Expert original ↗

23 Aug 2020

NLP for Supervised Learning - A Brief Survey original ↗

16 Aug 2020

Unpopular Opinion: Data Scientists Should be More End-to-End original ↗

9 Aug 2020

Adding a Checkbox & Download Button to a FastAPI-HTML app original ↗

5 Aug 2020

What I Did Not Learn About Writing In School original ↗

2 Aug 2020

Georgia Tech's OMSCS FAQ (based on my experience)original ↗

26 Jul 2020

How to Set Up a HTML App with FastAPI, Jinja, Forms & Templates original ↗

23 Jul 2020

Why You Need to Follow Up After Your Data Science Project original ↗

19 Jul 2020

What I Do During A Data Science Project To Deliver Success original ↗

12 Jul 2020

How to Update a GitHub Profile README Automatically original ↗

11 Jul 2020

The 85% Rule: When Giving It Your 100% Gets You Less than 85%original ↗

9 Jul 2020

My Notes From Spark+AI Summit 2020 (Application-Specific Talks)original ↗

5 Jul 2020

My Notes From Spark+AI Summit 2020 (Application-Agnostic Talks)original ↗

28 Jun 2020

How to Set Up a Python Project For Automation and Collaboration original ↗

21 Jun 2020

Mailbag: Qns on the Intersection of Data Science and Business original ↗

21 Jun 2020

Why Are My Airflow Jobs Running “One Day Late”?original ↗

17 Jun 2020

What I Do Before a Data Science Project to Ensure Success original ↗

15 Jun 2020

What I Love about Scrum for Data Science original ↗

7 Jun 2020

How to Apply Crocker's Law for Feedback and Growth original ↗

31 May 2020

A Practical Guide to Maintaining Machine Learning in Production original ↗

25 May 2020

6 Little-Known Challenges After Deploying Machine Learning original ↗

18 May 2020

How to Write: Advice from David Perell and Sahil Lavingia original ↗

9 May 2020

A Hackathon Where the Dinkiest Idea Won. Why?original ↗

3 May 2020

Serendipity: Accuracy’s Unpopular Best Friend in Recommenders original ↗

26 Apr 2020

How to Give a Kick-Ass Data Science Talk original ↗

18 Apr 2020

Commando, Soldier, Police and Your Career Choices original ↗

12 Apr 2020

Stop Taking Regular Notes; Use a Zettelkasten Instead original ↗

5 Apr 2020

Writing is Learning: How I Learned an Easier Way to Write original ↗

28 Mar 2020

Simpler Experimentation with Jupyter, Papermill, and MLflow original ↗

15 Mar 2020

My Journey from Psych Grad to Leading Data Science at Lazada original ↗

27 Feb 2020

DataScience SG Meetup - RecSys, Beyond the Baseline original ↗

14 Jan 2020

Beating the Baseline Recommender with Graph & NLP in Pytorch original ↗

13 Jan 2020

Building a Strong Baseline Recommender in PyTorch, on a Laptop original ↗

6 Jan 2020

2019

OMSCS CS6200 (Introduction to OS) Review and Tips original ↗

15 Dec 2019

DataScience SG x ODSC Meetup - Applying ML to Healthcare original ↗

9 Oct 2019

OLX Prod Tech 2019 Keynote - Asia's Tech Giants & SuperApps original ↗

3 Oct 2019

OMSCS CS6750 (Human Computer Interaction) Review and Tips original ↗

3 Sept 2019

Goodbye Wordpress, Hello Jekyll!original ↗

25 Aug 2019

OMSCS CS6440 (Intro to Health Informatics) Review and Tips original ↗

4 Aug 2019

OMSCS CS7646 (Machine Learning for Trading) Review and Tips original ↗

11 May 2019

What does a Data Scientist really do?original ↗

30 Apr 2019

DATAx - A Production ML system for SEA's Biggest Hospital Group original ↗

6 Mar 2019

Data Science and Agile (Frameworks for Effectiveness)original ↗

2 Feb 2019

Data Science and Agile (What Works, and What Doesn't)original ↗

26 Jan 2019

DataScience SG Meetup - Panel On the Different Roles in Data original ↗

17 Jan 2019

2018

OMSCS CS6601 (Artificial Intelligence) Review and Tips original ↗

20 Dec 2018

GovTech Conference - Data Science and Agile—Can or Not?original ↗

28 Oct 2018

OMSCS CS6460 (Education Technology) Review and Tips original ↗

25 Aug 2018

OMSCS CS7642 (Reinforcement Learning) Review and Tips original ↗

30 Jul 2018

Big Data & Analytics Summit - Data Science Challenges @ Lazada original ↗

21 Jun 2018

Building a Strong Data Science Team Culture original ↗

12 May 2018

INSEAD Lunchtime Talks - How Lazada uses Data original ↗

25 Apr 2018

2017

OMSCS CS7641 (Machine Learning) Review and Tips original ↗

27 Dec 2017

My first 100 days as Data Science Lead original ↗

25 Sept 2017

SMU - What is Data Analytics and How do I get into it?original ↗

26 Aug 2017

OMSCS CS6300 (Software Development Process) Review and Tips original ↗

13 Aug 2017

Tech in Asia - My Journey in Data Science and Advice for others original ↗

26 Jul 2017

SMU Masters in IT - How to get started in Data Science original ↗

26 Jun 2017

How to get started in Data Science original ↗

25 Jun 2017

OMSCS CS6476 (Computer Vision) Review and Tips original ↗

15 May 2017

One way to help a data science team innovate successfully original ↗

19 Feb 2017