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AI/ML Pathway Study Group Learning Cohort is Live! The journey begins now. Week 1: Foundational Mathematics is officially unlocked, and all materials are ready below! Join our Wechat/Discord for discussions!

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STUDY GROUP：AI/ML Pathway: Part I - Fundamentals Review

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Week 1: Foundational Mathematics for AI [July 27-August 10]

Introduction

Welcome to Week 1 of our AI/ML study group!

This week, we're building a solid base by focusing on the Foundational Mathematics for Machine Learning.

We'll cover the essential concepts that power modern AI, including Calculus (gradients and the chain rule), Linear Algebra (matrices and operations), and the fundamentals of Probability. These topics form the bedrock of understanding how models like neural networks learn.

Don't worry if it seems like a lot; the focus is on making progress and learning together.

Content

1.1 Essential Calculus for ML (Gradients, Partial Derivatives, Chain Rule, etc)

https://www.youtube.com/watch?v=tIeHLnjs5U8

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AI/ML Pathway: Part I - Fundamentals Review

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Coming Soon

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