[WIP] The Transparent Algorithm

A bridge between formal mathematical proofs and intuitive understanding, guiding readers through the theoretical foundations of machine learning with clarity and precision.

ML
Theory
Book
Author

Swayam Singh

Published

March 15, 2025

Cover Image

The Transparent Algorithm

Table of Content

# Title Description
1 The Mathematics of Learning Guarantees Foundations of learning theory, error bounds, and the concept of misleading samples