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Lectures 📖

Lecture 0: Portfolio Selection and a First Look at the Course
Week 1: Git, GitHub, and Virtual Environments
Week 2: Task Runners, ChartBook, and SQL, featuring Fama-French 1993
WARNING: Notes subject to change after this week
Week 3: Publishing — GitHub Pages, LaTeX, and Pull Requests
Week 4: Python Packaging and Documentation with Sphinx
Week 5: Unit Tests and Data Validation with pytest
Week 6: SQL at Scale, Remote Machines, and Job Schedulers
Week 7: Orchestration Across Projects with Apache Airflow
Week 8: CI/CD with GitHub Actions
- Creating a Live Dashboard Example with GitHub Actions
- Scheduling Recurring Tasks with Cron
Week 9: Exam, and Basic MLOps — Experiment Tracking and Monitoring Models

Homework 📝

Index

By Jeremiah Bejarano