🎙️ New Episode – AI Master Podcast: Will Ayd on Pandas, Open Source & Building AI-Ready Data Pipelines

What does it take to turn messy real-world data into clean, structured, AI-ready insights?

In this episode, we dive deep with Will Ayd — data consultant, open-source contributor, and co-author of the latest edition of the Pandas Cookbook.

🔍 You’ll learn:

▪ How AI is transforming enterprise data work (ERP, CRM, reporting)

▪ What’s new and powerful in Pandas 2.x

▪ Why idiomatic pandas code matters — and how to write it

▪ How to handle performance tuning, large datasets, and real-world challenges

▪ Tools like NumPy, PyArrow, and DuckDB that supercharge your workflows

▪ Will’s personal habits for focus, deep work, and long-term success

📘 Whether you’re a data engineer, analyst, AI enthusiast or Python developer — this episode is packed with practical wisdom and hands-on advice.

🎧 Listen now and level up your data game.

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