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Hasan posted an update
🚀 Just published: “Linear Regression From Scratch” – Chapter 1! 📊
I’m excited to share the first chapter of my new book that breaks down the foundation of machine learning in a way anyone can understand!
Why learn linear regression from scratch in the AI era?
✅ Build a solid foundation for ALL your future ML learning
✅ Develop intuition that helps you customize solutions to real problems
✅ Stand out in a world where anyone can use AI tools, but few truly understand themIn this chapter, we explore:
-How a simple ice cream shop example reveals the power of prediction 🍦
-Real-world applications across business, healthcare, and more
-The historical foundations that shaped modern machine learningAs Einstein said, “If you can’t explain it simply, you don’t understand it well enough.”
That’s exactly what I’m aiming for with this book – making complex concepts crystal clear.
I’m on a mission to reshape CS education for the AI age. The current curriculum is falling behind, and I want to help bridge that gap.
🔗 Check out the first chapter on my Substack: https://hasanaboulhasan.substack.com/p/linear-regression-from-scratch
Who’s this for? Computer science students, aspiring data scientists, or anyone curious about how predictions work in our data-driven world.
Join me on this journey as we build understanding one chapter at a time!
WILLIAM RICHARD, Tom Fairhall and 2 others4 Comments-
I have just read this completely, Hasan, and I appreciate your efforts in presenting it to us.
I was previously unaware of LR, but this info has me understand it, and your explanation was excellent.
Could we expect something similar in the form of courses?
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Very interesting, I’m very much into 8020 and love learning about the different aspects of that and seems linear regression has its place as well in the mix.
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