# Fundamentals of Probability and Statistics for Machine Learning

Canonical: https://www.bookquiver.com/ethem-alpaydin/fundamentals-of-probability-and-statistics-for-machine-learning/9780262049818

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- Book: [Fundamentals of Probability and Statistics for Machine Learning](https://www.bookquiver.com/ethem-alpaydin/fundamentals-of-probability-and-statistics-for-machine-learning) ([Fundamentals of Probability and Statistics for Machine Learning.md](https://www.bookquiver.com/ethem-alpaydin/fundamentals-of-probability-and-statistics-for-machine-learning.md))
- Authors: [Ethem Alpaydin](https://www.bookquiver.com/ethem-alpaydin)
- Publisher: the_mit_press
- ISBN: 978-02-6204-981-8
- Pages: 544
- Published: 2025-12-02
- Language: en_US
- Binding: Hardcover

## Description

An introductory textbook for undergraduate or beginning graduate students that integrates probability and statistics with their applications in machine learning. Most curricula have students take an...