Python Courses & Resources

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🔅 Machine Learning in Mobile Applications

🔅 Machine Learning in Mobile Applications

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Schrodinger's equation, Neural ODEs, and every LLM built on Mamba use one operation: raising a matrix to a power. Sounds like nonsense until you see it.

A Stanford math grad just released a 27-minute walkthrough starting from a mass on a spring and building up to quantum mechanics. Publicly free.

Article: https://telegra.ph/5-Pieces-of-Math-Every-AI-Actually-Runs-On-08-02

Bookmark & watch this weekend.

🔅 Python Functions for Data Science

📝 Learn how to save time and make your code more readable and reusable as you leverage the most powerful Python functions.

🌐 Author: Madecraft
🔰 Level: Intermediate
⏰ Duration: 1h 35m

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This free 6-hour course gets you the Anthropic official "Claude Certified Architect" certificate 🎓

With it, you'll be hired at $250K/year in Anthropic's ecosystem 💼

10:17 - Set up your first Claude SDK in 10 min ⚡
47:36 - Agentic loop foundations 🔄
1:52:53 - Graph engineering 🕸️
2:50:00 - Tool use - make your agent act, not just think 🛠️
4:15:46 - Advanced agent patterns 🧠

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As someone who reads every transformer paper that drops, this Fourier series lecture is the closest thing to a Google FNet explainer I've ever seen released for free.

Everyone thinks attention is what makes transformers powerful. Google replaced attention with a 200-year-old Fourier transform. It nearly matched BERT and ran 7x faster. ⚡️

25 minutes. Bookmark & watch today. Then read the article below - I broke down the 5 pieces of math the AI hype skips. 📚

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Google just dropped a 1-hour course on agentic engineering from scratch:

00:00 – How to build your first AI agent
08:24 – Build agent memory (short, persistent, long)
28:34 – Agentic loops, long-running AI agents
40:04 – How to build MCP (MCP vs API)
1:00:22 – Multi-agentic systems

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Complete Guide to Python Data Analysis with Real Datasets

Learn Python Programming, Data Analysis, and Machine Learning Techniques to Solve Real World Business Challenges with AI…

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