About this episode

Christopher Trudeau discusses complex systems and practical coding patterns in data science.

What are the key characteristics of complex systems, and what are practical patterns for tackling complex coding problems? Christopher Trudeau is back on the show this week with another batch of PyCoder's Weekly articles and projects.

People in this episode

Guest: Christopher Trudeau

Topics covered

• complex systems
• data science
• coding problems
• PyCoder's Weekly
• software development

Keywords

• complex systems
• data science pipelines
• coding patterns
• software development
• PyCoder's Weekly

More episodes of The Real Python Podcast

• Performance Engineering: Profiling and Making Apps Fast by Default · September 4, 2026 · 1h 17m
• Navigating Silent Failures in AI: Strategies for Effective Oversight · August 21, 2026 · 1h 10m
• Improving NumPy Performance on Free-Threaded Python · August 14, 2026 · 46 min
• Programmatically Developing LLM Prompts With DSPy · August 7, 2026 · 1h 6m
• Should You Understand Your Entire Python Codebase? · July 31, 2026 · 57 min
• Configuring a Versatile LLM Harness & Scraping the Web With Scrapy · July 24, 2026 · 58 min

Explore listener stats, chart rankings, contacts and more on the The Real Python Podcast podcast page.