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

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Speak about data science & machine learning in production, and data careers.
Teach a free email course to help data scientists be more effective.
Curate content on DS and ML applied in production, with methodology and results.
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小火箭更新订阅教程 · What I Did Not Learn About Writing In School
26 Jul 2024 · Georgia Tech's OMSCS FAQ (based on my experience)
23 Jul 2024 · How to Set Up a HTML App with FastAPI, Jinja, Forms & Templates
19 Jul 2024 · Why You Need to Follow Up After Your Data Science Project
12 Jul 2024 · ios上用小火箭问题-全球主机交流-非常论坛:2021-4-10 · 自己用小鸡搭建的试试R ，在PC端可众用但在IOS上小火箭就用不了，订阅鸡场的就可众用什么问题，配置没改，小鸡数台都一样，之前一直可众用，最近半年突然就不能用了PS：用逗比的脚本

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21 Jun 2024 · How to Set Up a Python Project For Automation and Collaboration
07 Jun 2024 · What I Love about Scrum for Data Science
25 May 2024 · A Practical Guide to Maintaining Machine Learning in Production
小火箭在线安装ios · Stop Taking Regular Notes; Use a Zettelkasten Instead
27 Feb 2024 · My Journey: From Psych Grad to Leading Data Science at Lazada
13 Jan 2024 · Beating the Baseline Recommender with Graph & NLP in Pytorch
26 Jan 2024 · Data Science and Agile (What works, and what doesn't)

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📚 Curated papers & articles on DS & ML applied in production, with results
🧪 Workflow for Experimentation with Jupyter, Papermill, MLflow
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🐳 Docker Template for Reproducible Data Science Projects
🛒 Simple Recsys with Matrix Factorization, Graph, and NLP Techniques
🎓 Georgia Tech Online Master's of Science in Computer Science (OMSCS) FAQ