极光加速器吧

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.
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Curate content on DS and ML applied in production, with methodology and results.
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极光加速器吧

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
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极光加速器吧

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
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26 Jan 2024 · Data Science and Agile (What works, and what doesn't)

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极光加速器吧

📚 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