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Deep Learning

Deep Learning

Ian Goodfellow, Yoshua Bengio, Aaron Courville

Machine LearningDeep Learning
Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow

Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow

Aurélien Géron

Machine LearningPythonDeep Learning
Pattern Recognition and Machine Learning

Pattern Recognition and Machine Learning

Christopher Bishop

Machine LearningPattern Recognition
Reinforcement Learning: An Introduction

Reinforcement Learning: An Introduction

Richard S. Sutton, Andrew G. Barto

Reinforcement LearningMachine LearningBeginner
Speech and Language Processing

Speech and Language Processing

Dan Jurafsky, James H. Martin

Natural Language ProcessingMachine Learning
The Machine Learning Engineering Book

The Machine Learning Engineering Book

Andriy Burkov

Machine LearningEngineering
The Hundred-Page Machine Learning Book

The Hundred-Page Machine Learning Book

Andriy Burkov

Machine Learning
AI Engineering

AI Engineering

Chip Huyen

Machine LearningEngineering
Designing Machine Learning Systems

Designing Machine Learning Systems

Chip Huyen

Machine LearningSystems Design
Deep Learning Interviews: Hundreds of fully solved job interview questions from a wide range of key topics in AI

Deep Learning Interviews: Hundreds of fully solved job interview questions from a wide range of key topics in AI

Shlomo Kashani, Amir Ivry

Deep LearningInterviews
Dive into Deep Learning

Dive into Deep Learning

Aston Zhang, Zachary C. Lipton, Mu Li, Alexander J. Smola

Deep LearningInteractive
Mathematics for Machine Learning

Mathematics for Machine Learning

Marc Peter Deisenroth, A. Aldo Faisal, Cheng Soon Ong

MathsMachine Learning
Foundations of Machine Learning

Foundations of Machine Learning

Mehryar Mohri, Afshin Rostamizadeh, Ameet Talwalkar

Machine LearningMaths
Probabilistic Machine Learning: An Introduction

Probabilistic Machine Learning: An Introduction

Kevin P. Murphy

Machine LearningProbabilityBeginner
An Introduction to Statistical Learning

An Introduction to Statistical Learning

Gareth James, Daniela Witten, Trevor Hastie, Robert Tibshirani, Jonathan Taylor

StatisticsBeginner
Ace the Data Science Interview

Ace the Data Science Interview

Nick Singh, Kevin Huo

Machine LearningInterviews
Probability and Statistics: The Science of Uncertainty

Probability and Statistics: The Science of Uncertainty

Michael J. Evans, Jeffrey S. Rosenthal

ProbabilityStatistics
Introduction to Theoretical Computer Science

Introduction to Theoretical Computer Science

Boaz Barak

Computer ScienceBeginner
The Cartoon Guide to Statistics

The Cartoon Guide to Statistics

Larry Gonick, Woollcott Smith

StatisticsBeginner
Bayes' Theorem: A Visual Introduction for Beginners

Bayes' Theorem: A Visual Introduction for Beginners

Dan Morris

ProbabilityBeginner
Interpretable Machine Learning: A Guide for Making Black Box Models Explainable

Interpretable Machine Learning: A Guide for Making Black Box Models Explainable

Christoph Molnar

Machine LearningInterpretability
Build a Large Language Model (From Scratch)

Build a Large Language Model (From Scratch)

Sebastian Raschka

Large Language ModelsDeep LearningMachine Learning
Hands-On Large Language Models: Language Understanding and Generation

Hands-On Large Language Models: Language Understanding and Generation

Jay Alammar, Maarten Grootendorst

Large Language ModelsDeep LearningMachine Learning
Machine Learning System Design Interview

Machine Learning System Design Interview

Ali Aminian, Alex Xu

Machine LearningSystems DesignInterviews
Practical Machine Learning for Computer Vision: End-to-End Machine Learning for Images

Practical Machine Learning for Computer Vision: End-to-End Machine Learning for Images

Valliappa Lakshmanan, Martin Görner, Ryan Gillard

Machine LearningComputer Vision
LLM Engineer's Handbook: Master the art of engineering large language models from concept to production

LLM Engineer's Handbook: Master the art of engineering large language models from concept to production

Paul Iusztin, Maxime Labonne, Julien Chaumond, Hamza Tahir, Antonio Gulli

Large Language ModelsEngineeringMachine Learning