Pandas for Data Engineering & Data Science

Table of Contents

🎯 Course Mission

Pandas for Data Engineering & Data Science is a professional-grade course designed to:

  • Build strong Pandas fundamentals
  • Write clean, efficient, production-ready data code
  • Support Python usage across ETL, analytics, and ML pipelines
  • Think like a data engineer, not just a notebook user

This course is ideal for:

  • Data Engineers 🏗️
  • Data Scientists 🔬
  • ML / AI Engineers 🤖
  • Backend Engineers working with data 💻

One Pandas course. From CSV to production.

🧠 What You Will Learn

  • Core Pandas data structures and indexing
  • Data loading, cleaning, and transformation
  • GroupBy, aggregation, and window thinking
  • Performance tips and common pitfalls
  • Pandas patterns used in real data systems

🏛️ Course Structure (DE101 Series)

👨‍🏫 Instructor

Teerapong Panboonyuen

Last updated on 2025