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Learning, Building, Writing
πŸ‘¨β€πŸ’»
Learning, Building, Writing

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eugeneyan/README.md

πŸ‘‹ Hi, I'm Eugene Yan

I work at the intersection of consumer data & tech to build ML systems to help customers, and write about how to be more effective in data science, learning, and career.

  • πŸ‘¨πŸ»β€πŸ’» I'm an Applied Scientist at Amazon helping users read more, and get more out of books.
  • πŸ“ I write about effective data science, learning, and career to help teams and individuals.
  • 🎀 I speak about data science & machine learning in production, and data careers.
  • πŸ“¬ I teach a free email course to help data scientists be more effective.
  • πŸ“š I curate applied-ml, a collection of papers & articles on ML applied in production.
  • πŸ˜… Fun fact: I don't use the QWERTY keyboard (I use Dvorak instead).

πŸ“ Recent Writing

View the archives at eugeneyan.com/writing.


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Pinned

  1. πŸ“š Papers & articles of companies sharing their work on applied data science & machine learning.

    1.6k 181

  2. πŸ“‹ Survey papers summarizing advances in machine learning.

    11

  3. πŸ§ͺ Simple data science experimentation with jupyter, papermill, mlflow.

    Jupyter Notebook 17 2

  4. πŸ›  Python project template with unit tests, code coverage, linting, type checking, Makefile wrapper, and GitHub Actions.

    Python 12 3

  5. Simple template showing how to set up docker for reproducible data science with Jupyter notebooks.

    Jupyter Notebook 6

  6. Code for simple recsys via matrix factorization (part 1), and nlp and graph techniques (part 2).

    Python 2 1

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