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https://eugeneyan.com/writing/thoughts-on-cs6601-artificial-intelligence/
Migrated from json into utteranc.es
https://eugeneyan.com/writing/project-quick-start/
Data Science Project Quick-Start
Hard-won lessons on how to start data science projects effectively.
https://eugeneyan.com/writing/first-post/
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https://eugeneyan.com/writing/what-i-do-before-a-data-science-project-to-ensure-success/
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https://eugeneyan.com/writing/real-time-recommendations/
Real-time Machine Learning For Recommendations
Why real-time? How have China & US companies built them? How to design & build an MVP?
https://eugeneyan.com/writing/values-and-superpowers/
Values, Superpowers, and Career Choices
What do you deeply care about? What do you excel at? Build a career out of that.
https://eugeneyan.com/writing/omscs-cs6200-introduction-to-operating-systems/
OMSCS CS6200 (Introduction to OS) Review and Tips
OMSCS CS6200 (Introduction to OS) - Moving data from one process to another, multi-threaded.
https://eugeneyan.com/writing/omscs-cs6200-introduction-to-operating-systems/
https://eugeneyan.com/writing/what-i-do-during-a-data-science-project-to-ensure-success/
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https://eugeneyan.com/writing/experimentation-workflow-with-jupyter-papermill-mlflow/
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https://eugeneyan.com/writing/recommender-systems-baseline-pytorch/
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https://eugeneyan.com/writing/practical-guide-to-maintaining-machine-learning/
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https://eugeneyan.com/speaking/mlops-community-recsys/
MLOps Community - System Design for RecSys & Search
An overview of system design, candidate retrieval, and ranking, with industry examples.
https://eugeneyan.com/writing/thoughts-on-cs7646-machine-learning-for-trading/
Migrated from json into utteranc.es
https://eugeneyan.com/writing/how-to-keep-learning/
How to Keep Learning about Machine Learning
Beyond getting that starting role, how does one continue growing in the field?
https://eugeneyan.com/writing/how-i-reflect-and-plan/
How I’m Reflecting on 2020 and Planning for 2021
Time to clear the cache, evaluate existing processes, and start new threads.
https://eugeneyan.com/writing/serendipity-and-accuracy-in-recommender-systems/
Serendipity: Accuracy’s Unpopular Best Friend in Recommenders
What I learned about measuring diversity, novelty, surprise, and serendipity from 10+ papers.
https://eugeneyan.com/writing/serendipity-and-accuracy-in-recommender-systems/
https://eugeneyan.com/writing/psych-grad-to-data-science-lead/
Migrated from json into utteranc.es
https://eugeneyan.com/writing/beginners-mind/
Migrated from json into utteranc.es
https://eugeneyan.com/writing/search-query-matching/
Search: Query Matching via Lexical, Graph, and Embedding Methods
An overview and comparison of the various approaches, with examples from industry search systems.
https://eugeneyan.com/writing/patterns-for-personalization/
Patterns for Personalization in Recommendations and Search
A whirlwind tour of bandits, embedding+MLP, sequences, graph, and user embeddings.
https://eugeneyan.com/writing/product-categorization-api-part-3-creating-an-api/
Migrated from json into utteranc.es
https://eugeneyan.com/writing/2021-year-in-review/
2021 Year in Review
Met most of my goals, adopted a puppy, and built ApplyingML.com.
https://eugeneyan.com/writing/recommender-systems-graph-and-nlp-pytorch/
Migrated from json into utteranc.es
https://eugeneyan.com//writing/migrating-to-utterances/
Migrating Site Comments to Utterances
A step-by-step of how to migrate from json comments to Utterances.
https://eugeneyan.com/writing/sortmyskills-is-now-live/
SortMySkills is now live!
A card sorting game to discover youl passion by identifying skills you like and dislike.
https://eugeneyan.com/writing/reading-note-taking-writing/
Migrated from json into utteranc.es
https://eugeneyan.com/writing/prototyping-to-get-buy-in/
How Prototyping Can Help You to Get Buy-In
Building prototypes helped get buy-in on data science efforts when roadmaps & design docs failed.
https://eugeneyan.com/writing/challenges-after-deploying-machine-learning/
6 Little-Known Challenges After Deploying Machine Learning
I thought deploying machine learning was hard. Then I had to maintain multiple systems in prod.
https://eugeneyan.com/writing/challenges-after-deploying-machine-learning/
https://eugeneyan.com/writing/data-discovery-platforms/
Data Discovery Platforms and Their Open Source Solutions
What questions do they answer? How do they compare? What open-source solutions are available?
https://eugeneyan.com/writing/writing-docs-why-what-how/
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.
https://eugeneyan.com/writing/omscs-cs7641-machine-learning/
OMSCS CS7641 (Machine Learning) Review and Tips
OMSCS CS7641 (Machine Learning) - Revisiting the fundamentals and learning new techniques.
https://eugeneyan.com/writing/omscs-cs7641-machine-learning/
https://eugeneyan.com/writing/you-dont-need-another-mooc/
You Don't Really Need Another MOOC
Stop procrastinating, go off the happy path, learn just-in-time, and get your hands dirty.
https://eugeneyan.com/writing/end-to-end-data-science/
Migrated from json into utteranc.es
https://eugeneyan.com/writing/informal-mentors-chip-huyen/
Informal Mentors: Chip Huyen on Her Career, Writing, and ML
Chip shares openly about the setbacks she faced, overcoming them, and how writing changed her life.
https://eugeneyan.com/writing/thoughts-on-cs6440-intro-to-health-informatics/
Migrated from json into utteranc.es
https://eugeneyan.com/writing/how-to-accomplish-more-with-less/
How to Accomplish More with Less - Useful Tools & Routines
My tools for organization and creation, autopilot routines, and Maker's schedule
https://eugeneyan.com/writing/how-to-accomplish-more-with-less/
https://eugeneyan.com/writing/bootstrapping-data-labels/
Bootstrapping Labels via ___ Supervision & Human-In-The-Loop
How to generate labels from scratch with semi, active, and weakly supervised learning.
https://eugeneyan.com/writing/note-taking-zettelkasten/
Migrated from json into utteranc.es
https://eugeneyan.com/writing/seven-habits-that-shaped-my-decade/
Seven Habits that Shaped My Last Decade
I wish I started sooner. All have improved my life and several have compounding effects.
https://eugeneyan.com/writing/seven-habits-that-shaped-my-decade/
https://eugeneyan.com/writing/system-design-for-discovery/
System Design for Recommendations and Search
Breaking it into offline vs. online environments, and candidate retrieval vs. ranking steps.
https://eugeneyan.com/writing/feature-stores/
Feature Stores - A Hierarchy of Needs
Access, serving, integrity, convenience, autopilot; use what you need.
https://eugeneyan.com/writing/how-to-set-up-html-app-with-fastapi-jinja-forms-templates/
Migrated from json into utteranc.es
https://eugeneyan.com/writing/data-science-portfolio-how-why-what/
Why Have a Data Science Portfolio and What It Shows
Instead of
https://eugeneyan.com/writing/data-science-portfolio-how-why-what/
https://eugeneyan.com/writing/data-science-and-agile-what-works-and-what-doesnt/
Migrated from json into utteranc.es
https://eugeneyan.com/writing/life-lessons-from-machine-learning/
7 Lessons From Machine Learning Lessons Applied to Life
Data cleaning, transfer learning, overfitting, ensembling, and more.
https://eugeneyan.com/writing/life-lessons-from-machine-learning/
https://eugeneyan.com/writing/what-i-love-about-scrum-for-data-science/
Migrated from json into utteranc.es
https://eugeneyan.com/writing/im-going-back-to-school/
I'm going back to school
Got accepted into Georgia Tech's Computer Science Masters!
https://eugeneyan.com/writing/what-does-a-data-scientist-really-do/
What does a Data Scientist really do?
No, you don't need a PhD or 10+ years of experience.
https://eugeneyan.com/writing/what-does-a-data-scientist-really-do/
https://eugeneyan.com/writing/why-you-need-to-follow-up-after-your-data-science-project/
Migrated from json into utteranc.es
https://eugeneyan.com/writing/setting-up-python-project-for-automation-and-collaboration/
Migrated from json into utteranc.es
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