AI by Hand ✍️

This publication, authored by Prof. Tom Yeh, is hosted on Substack. The core philosophy of the project is to move away from black-box automation and instead explore the foundations of artificial intelligence manually.

Mission Statement: Mastering the intersection of Math, Algorithms, and Architectures—all done by hand.

📊 Publication Overview

🧠 The Learning Path

The curriculum focuses on three primary pillars:

• Mathematics: The theoretical bedrock.
• Algorithms: The procedural logic.
• Architectures: The structural design.

To understand these concepts "by hand," one might look at a basic linear transformation represented as: $\text{Output} = \sigma(\sum_{i=1}^{n} w_i x_i + b)$

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