Learning Theory from First Principles Other Books in This Series

Probabilistic Machine Learning Probabilistic Machine Learning
Probabilistic Machine Learning
2022
Machine Learning Machine Learning
Machine Learning
2012
Reinforcement Learning, second edition Reinforcement Learning, second edition
Reinforcement Learning, second edition
2018
Veridical Data Science Veridical Data Science
Veridical Data Science
2024
Foundations of Computer Vision Foundations of Computer Vision
Foundations of Computer Vision
2024
Fairness and Machine Learning Fairness and Machine Learning
Fairness and Machine Learning
2023
Probabilistic Machine Learning Probabilistic Machine Learning
Probabilistic Machine Learning
2023
Introduction to Online Convex Optimization, second edition Introduction to Online Convex Optimization, second edition
Introduction to Online Convex Optimization, second edition
2022
Machine Learning from Weak Supervision Machine Learning from Weak Supervision
Machine Learning from Weak Supervision
2022
Introduction to Machine Learning, fourth edition Introduction to Machine Learning, fourth edition
Introduction to Machine Learning, fourth edition
2020
Introduction to Natural Language Processing Introduction to Natural Language Processing
Introduction to Natural Language Processing
2019
Probabilistic Graphical Models Probabilistic Graphical Models
Probabilistic Graphical Models
2009
Deep Learning Deep Learning
Deep Learning
2016
Knowledge Graphs Knowledge Graphs
Knowledge Graphs
2021
Machine Learning for Data Streams Machine Learning for Data Streams
Machine Learning for Data Streams
2018