Engineering Skills for Data Scientists

CI/CD for Data Scientists: How to Automate the Engineering Habits You’ve Built

👨‍💻 Welcome to the Engineering Skills for Data Scientists series, where I’ll be teaching the engineering skills that quietly separate data scientists…

Jul 18 • Andres Vourakis

FastAPI for Data Scientists: How to Turn Your Model into a Real Service

You trained the model, now make sure someone else can use it.

Jul 7 • Andres Vourakis

Reproducible Environments with uv: Stop Fighting Python on Every New Project

Replace pip, conda, venv, and Poetry with one tool that's 10x faster

Jun 30 • Andres Vourakis

Testing & Logging: How to Know Your Code Actually Works

Data scientists skip this, engineers don't, and it shows.

Jun 23 • Andres Vourakis

Pydantic: Data Validation That Spans MLOps and LLMOps

Start writing data science code that holds up in production

Jun 16 • Andres Vourakis

Introducing Engineering Skills for Data Scientists (Summer Series)

A free 5-week series of practical articles to level up your engineering skills.

Jun 13 • Andres Vourakis

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