Track Free Programming Books (English, By Subjects) Updates Daily

EXPL NITC: Build your own Compiler - Murali Krishnan K., students in the Department of Computer Science and Engineering of the Calicut National Institute of Technology (HTML)

Oct 01, 2022

Algorithms & Data Structures

Data Structures and Algorithms: Annotated Reference with Examples - G. Barnett, L. Del Tongo ( 🗃️ archived)

Linked List Basics - Nick Parlante (PDF)

Linked List Problems - Nick Parlante (PDF)

Sequential and parallel sorting algorithms - Hans Werner Lang (HTML)

The Great Tree List Recursion Problem - Nick Parlante (PDF)

Machine Learning

Information Theory, Inference, and Learning Algorithms - David J.C. MacKay

Learning Deep Architectures for AI - Yoshua Bengio (PDF)

Mathematics

Computational and Inferential Thinking. The Foundations of Data Science - Ani Adhikari, John DeNero, David Wagner

Mathematics / Algebra

Linear Algebra - David Cherney et al. (PDF)

Misc / Mathematics For Computer Science

2016 European Software Development Salary Survey - Andy Oram, John King (HTML)

2016 Software Development Salary Survey - John King, Roger Magoulas (HTML)

Culture & Empire: Digital Revolution - Pieter Hintjens (PDF)

How to Become a Programmer - Rob Walling (PDF)

Learn to Program - Chris Pine

PNG: The Definitive Guide - Greg Roelofs

Pointers And Memory - Nick Parlante (PDF)

Networking / Mathematics For Computer Science

Networking! ACK! - Julia Evans (PDF)

Sep 26, 2022

Networking / Mathematics For Computer Science

Linux IP Stacks Commentary - Stephen Satchell, H. B. J. Clifford (HTML) ( 🚧 in process)

Sep 21, 2022

Version Control Systems / Mathematics For Computer Science

Git Magic - Ben Lynn, et al. (HTML, PDF, EPUB)

Git Reference - The GitHub team ( 🗃️ archived)

Sep 13, 2022

IDE and editors

GNU Emacs Manual - Free Software Foundation Inc. (HTML, PDF) (GFDL)

Learn Vim (the Smart Way) (⭐15k) - Igor Irianto (HTML) (CC BY-NC-SA)

Learn Vim For the Last Time - Daniel Miessler (HTML)

VIM-GALORE - All things Vim! (⭐18k) - Marco Hinz (HTML) (CC BY-SA)

Vim Recipes - Run Paint Run Run, Run Paint Press (PDF) ( 🗃️ archived)

Visual Studio 2019 Succinctly - Alessandro Del Sole (HTML, PDF)

Sep 02, 2022

Algorithms & Data Structures

A Field Guide To Genetic Programming - Riccardo Poli, William B. Langdon, Nicholas F. McPhee (PDF) ( 🗃️ archived) (CC BY-NC-ND)

Algorithm Design - Jon Kleinberg, Éva Tardos

Foundations of Computer Science - Al Aho, Jeff Ullman

Blockchain

IBM Blockchain: The Founder’s Handbook, Third Edition - Antonio Banda, Matthew Hamilton, Eileen Lowry, John Widdifield, et al. (PDF)

Learning Bitcoin from the Command Line (⭐3.4k) - Christopher Allen, Shannon Appelcline, et al. (HTML)

Computer Science

CS Principles: Big Ideas in Programming - Mark Guzdial, Barbara Ericson (HTML)

Graphics Programming

Learn OpenGL RS (⭐1k) - Benjamin Wasty, et al. ( 🚧 in process)

WebGL Insights - Patrick Cozzi, et al.

Graphical User Interfaces

Web Style Guide Online - Patrick J. Lynch, Sarah Horton

Machine Learning

A Selective Overview of Deep Learning - Fan, Ma, Zhong (PDF)

Mathematics for Machine Learning - Marc Peter Deisenroth, A Aldo Faisal, Cheng Soon Ong

The Mechanics of Machine Learning - Terence Parr, Jeremy Howard

Top 10 Machine Learning Algorithms Every Engineer Should Know - Binny Mathews, Omair Aasim

Mathematics

A Computational Logic (1979) - Robert S. Boyer, J Strother Moore (PDF)

A Friendly Introduction to Mathematical Logic - Christopher C. Leary, Lars Kristiansen

Applied Combinatorics - Mitchel T. Keller, William T. Trotter

Applied Discrete Structures - Alan Doerr, Kenneth Levasseur

Convex Optimization - Stephen Boyd, Lieven Vandenberghe

Coordinate Geometry (1911) - Henry Buchard Fine, Henry Dallas Thompson (PDF)

Discrete Mathematics: First and Second Course - Edward A. Bender, S. Gill Williamson

Foundations of Combinatorics with Applications - Edward A. Bender, S. Gill Williamson

How We Got from There to Here: A Story of Real Analysis - Robert Rogers, Eugene Boman

Introductory Statistics for the Life and Biomedical Sciences - Julie Vu, David Harrington

Knapsack Problems - Algorithms and Computer Implementations - Silvano Martello, Paolo Toth

Linear Methods of Applied Mathematics - Evans M. Harrell II, James V. Herod

Mathematical Discovery - Andrew M. Bruckner, Brian S. Thomson, Judith B. Bruckner

Plane Geometry (1913) - George Wentworth, David Eugene Smith (PDF)

Planes and Spherical Trigonometry (1915) - George Wentworth, David Eugene Smith (PDF)

Seven Sketches in Compositionality: An Invitation to Applied Category Theory - Brendan Fong, David I. Spivak (PDF)

Mathematics / Calculus

Calculus I - Jerrold E. Marsden, Alan Weinstein

CLP-1 Differential Calculus - Joel Feldman, Andrew Rechnitzer, Elyse Yeager

CLP-2 Integral Calculus - Joel Feldman, Andrew Rechnitzer, Elyse Yeager

CLP-3 Multivariable Calculus - Joel Feldman, Andrew Rechnitzer, Elyse Yeager

CLP-4 Vector Calculus - Joel Feldman, Andrew Rechnitzer, Elyse Yeager

Multivariable Calculus - George Cain, James Herod

Precalculus - Carl Stitz, Jeff Zeager (PDF)

Misc / Mathematics For Computer Science

Object-Oriented Reengineering Patterns - Serge Demeyer, Stéphane Ducasse, Oscar Nierstrasz

Networking / Mathematics For Computer Science

Computer Networks: A Systems Approach - Larry Peterson, Bruce Davie (HTML, epub, mobi, PDF)

Parallel Programming / Mathematics For Computer Science

High Performance Computing - Charles Severance, Kevin Dowd (PDF, ePUB)

Professional Development / Mathematics For Computer Science

Software Engineering at Google - Titus Winters, Tom Manshreck, Hyrum Wright

Quantum Computing / Mathematics For Computer Science

Learn Quantum Computation using Qiskit - Frank Harkins, et al. (HTML)

Software Architecture / Mathematics For Computer Science

Building Secure & Reliable Systems - Heather Adkins, Betsy Beyer, Paul Blankinship, Piotr Lewandowski, Ana Oprea, Adam Stubblefield (PDF)

The Site Reliability Workbook - Betsy Beyer, Niall Richard Murphy, David K. Rensin, Kent Kawahara, Stephen Thorne

Aug 25, 2022

Misc / Mathematics For Computer Science

Mobile Developer's Guide to the Galaxy (HTML)

Programming / Mathematics For Computer Science

Structure and Interpretation of Computer Programs - Harold Abelson, Gerald Jay Sussman, Julie Sussman (PDF) (CC BY-SA)

Structure and Interpretation of Computer Programs - Harold Abelson, Gerald Jay Sussman, Julie Sussman (HTML) (CC BY-SA)

Software Architecture / Mathematics For Computer Science

A Primer on Design Patterns - Rahul Batra (HTML)

Aug 22, 2022

Cloud Computing

Distributed Systems 3rd edition - Maarten van Steen, Andrew S. Tanenbaum (email address required)

Aug 12, 2022

Misc / Mathematics For Computer Science

PDQ: Pretty Darn Quick: An Agile, All-Purpose Methodology - Jeff Franz-Lien (Leanpub account or valid email requested)

Record-Playback Test Automation: Sahi & Selenium IDE: Critical Evaluation of Record-Playback Automation Tools - Shashikant Jagtap (Leanpub account or valid email requested)

Software Architecture / Mathematics For Computer Science

Practicing Domain-Driven Design - Part 1 - Scott Millett (Leanpub account or valid email requested)

Aug 03, 2022

Software Architecture / Mathematics For Computer Science

Code Simplicity: The Fundamentals of Software - Max Kanat-Alexander (PDF)

Jul 19, 2022

Misc / Mathematics For Computer Science

Front-End Developer Handbook 2016 - Cody Lindley (HTML)

Front-End Developer Handbook 2017 - Cody Lindley (HTML)

Front-End Developer Handbook 2018 - Cody Lindley (HTML)

Front-End Developer Handbook 2019 - Cody Lindley (HTML)

Jul 18, 2022

Security & Privacy / Mathematics For Computer Science

OWASP Testing Guide 4.2 - The OWASP® Foundation (HTML, PDF (⭐8.6k))

Version Control Systems / Mathematics For Computer Science

A git Primer - Daniel Miessler

Git cookbook - Dennis Kaarsemaker (HTML)

Git From The Bottom Up - J. Wiegley

Git internals (⭐2.6k) - Scott Chacon (PDF)

Git Pocket Guide - Richard E. Silverman

Git Succinctly, Syncfusion - Ryan Hodson (PDF, Kindle) (email address requested, not required)

Git Tutorial - Tutorials Point (HTML, PDF)

Git-Tutorial For-Beginners - HubSpot Product Team

Git Workflows - Yan Pritzker ( 🗃️ archived)

Happy Git and GitHub for the useR - Jenny Bryan

Hg Init: a Mercurial Tutorial - Joel Spolsky

How to Collaborate on GitHub: A mini book about collaborating on GitHub (⭐384) - André J

Introduction to Git and Github - Launch School

Introduction to Git and GitHub eBook (⭐1k) - Bobby Iliev (Markdown, PDF)

Mercurial: The Definitive Guide - Bryan O'Sullivan

Mercurial: The Definitive Guide 2nd edition - Bryan O'Sullivan

Pro Git Reedited - Jon Forrest

Ry's Git Tutorial - Ryan Hodson ( 🗃️ archived)

Version Control with Subversion - Ben Collins-Sussman, Brian W. Fitzpatrick, C. Michael Pilato

Jul 03, 2022

Misc / Mathematics For Computer Science

DevOps For Dummies, 3rd IBM Limited Edition - Sanjeev Sharma, Bernie Coyne (PDF)

Jun 27, 2022

Computer Science

A Data-Centric Introduction to Computing - Kathi Fisler, Shriram Krishnamurthi, Benjamin S. Lerner, Joe Gibbs Politz (HTML)

Jun 21, 2022

Mathematics

An Infinite Descent into Pure Mathematics - Clive Newstead (PDF)

May 31, 2022

Blockchain

Mastering the Lightning Network (⭐2.9k) - Andreas M. Antonopoulos, Olaoluwa Osuntokun, Rene Pickhardt (AsciiDoc)

May 24, 2022

Graphical User Interfaces

GUI development with Rust and GTK 4 - Julian Hofer

Apr 28, 2022

Containers

Kubernetes for Full-Stack Developers - Jamon Camisso, Hanif Jetha, Katherine Juell (PDF, EPUB)

Apr 02, 2022

Containers

Docker Tutorial - Tutorials Point (HTML, PDF)

Machine Learning

Machine Learning with Python - Tutorials Point (HTML, PDF)

Mar 18, 2022

Networking / Mathematics For Computer Science

Beej's Guide to Network Programming - Using Internet Sockets - Brian "Beej Jorgensen" Hall (HTML, PDF)

Mar 16, 2022

Quantum Computing / Mathematics For Computer Science

Quantum Computing for the Quantum Curious - Ciaran Hughes, Joshua Isaacson, Anastasia Perry, Ranbel F. Sun, Jessica Turner (HTML, PDF, EPUB)

Mar 14, 2022

Misc / Mathematics For Computer Science

Encyclopedia of Human Computer Interaction 2nd Edition

Feb 26, 2022

Blockchain

Mastering Bitcoin - Unlocking digital currencies (2017), 2nd Edition (⭐25k) - Andreas M. Antonopoulos (AsciiDoc) (CC BY-NC-ND)

Mastering Ethereum (2018), 1st Edition (⭐21k) - Andreas M. Antonopoulos, Gavin Wood (AsciiDoc)

Feb 25, 2022

Mathematics

Number Theory: In Context and Interactive - Karl-Dieter Crisman (HTML, PDF)

Jan 29, 2022

Game Development

3D Math Primer for Graphics and Game Development - Fletcher Dunn (HTML)

Mathematics / Mathematics For Computer Science

Mathematics for Computer Science - Eric Lehman, F. Thomson Leighton, Albert R. Meyer (PDF)

Jan 07, 2022

Software Architecture / Mathematics For Computer Science

Domain-Driven Design Reference - Eric Evans (CC BY)

Nov 12, 2021

Machine Learning

Practitioners guide to MLOps - Khalid Samala, Jarek Kazmierczak, Donna Schut (PDF)

Nov 11, 2021

Machine Learning

A First Encounter with Machine Learning - Max Welling (PDF) ( 🗃️ archived)

Free and Open Machine Learning - Maikel Mardjan (HTML)

Mathematics

Computational Mathematics with SageMath - Paul Zimmermann, Alexandre Casamayou, Nathann Cohen, Guillaume Connan, et al. (PDF)

Mathematics / Algebra

Lecture Notes on Linear Algebra - Dr. Arbind K Lal, Sukant Pati (PDF) ( 🚧 in process)

Mathematics / Mathematics For Computer Science

Exploring Math for Programmers and Data Scientists - Paul Orland

Misc / Mathematics For Computer Science

Foundations of Programming - Karl Seguin (PDF)

Information Technology and the Networked Economy - Patrick McKeown (PDF) ( 🗃️ archived)

Small Memory Software - Charles Weir, James Noble (HTML)

Software Architecture / Mathematics For Computer Science

Microservices AntiPatterns and Pitfalls - Mark Richards (PDF) ( 🗃️ archived)

Microservices vs. Service-Oriented Architecture - Mark Richards (HTML)

Nov 02, 2021

Containers

CI/CD for Monorepos: Effectively building, testing, and deploying code with monorepos (⭐93) - Pablo Tomas Fernandez Zavalia, Marko Anastasov, SemaphoreCI (PDF, EPUB, Kindle)

Nov 01, 2021

Algorithms & Data Structures

Data Structures - Aditya CSE (PDF)

Containers

CI/CD with Docker and Kubernetes Book (⭐211) - Marko Anastasov, Jérôme Petazzoni, Pablo Tom F. Zavalia, SemaphoreCI (PDF, EPUB, Kindle)

Oct 29, 2021

Computer Organization and Architecture

Basic Computer Architecture - Smruti R. Sarangi (HTML, PDF, Slides, Videos)

Computer Organization and Design Fundamentals - David Tarnoff (PDF)

Computer Science

What to Look for in a Code Review - Trisha Gee (HTML, PDF, EPUB, Kindle) (Leanpub account or valid email requested)

Oct 28, 2021

Blockchain

Grokking Bitcoin - Kalle Rosenbaum (HTML) (CC BY-NC-SA)

Oct 27, 2021

Machine Learning

Approaching Almost Any Machine Learning Problem (⭐8.2k) - Abhishek Thakur (PDF)

Oct 23, 2021

Cloud Computing

Building Serverless Applications with Google Cloud Run - Wietse Venema (PDF) (email address requested, not required)

Machine Learning

Python Machine Learning Projects - Lisa Tagliaferri, Brian Boucheron, Michelle Morales, Ellie Birkbeck, Alvin Wan (PDF, EPUB, Kindle)

Operating Systems / Mathematics For Computer Science

Making Servers Work: A Practical Guide to Linux System Administration - Jamon Camisso (PDF, EPUB)

Oct 21, 2021

Machine Learning

Machine Learning from Scratch - Danny Friedman (HTML, PDF, Jupyter Book)

Oct 15, 2021

Misc / Mathematics For Computer Science

How To Manage Remote Servers with Ansible - Erika Heidi (PDF, EPUB)

Oct 13, 2021

Blockchain

Blockchain for Dummies, 2nd IBM Limited Edition - Manav Gupta (PDF)

Getting Started with Enterprise Blockchain: A Guide to Design and Development - Michael Bradley, David Gorman, Matt Lucas, Matthew Golby-Kirk (PDF)

Playtime with Hyperledger Composer - Shubham Chadokar (PDF)

Data Science

Elements of Data Science - Allen B. Downey

Oct 11, 2021

Artificial Intelligence

Artificial Intelligence: Foundations of Computational Agents (2010), 1st Edition - David L. Poole, Alan K. Mackworth @ Cambridge University Press (HTML)

Artificial Intelligence: Foundations of Computational Agents (2017), 2nd Edition - David L. Poole, Alan K. Mackworth @ Cambridge University Press (HTML, Slides)

Oct 10, 2021

Mathematics

The Open Logic Text - Open Logic Project (PDF)

Mathematics / Calculus

Paul's Online Notes: Algebra, Calculus I-III and Differential Equations - Paul Dawkins @ Lamar University

Search Engines / Mathematics For Computer Science

Search Engines: Information Retrieval in Practice - W. Bruce Croft, Donald Metzler, Trevor Strohman (PDF)

Theoretical Computer Science / Mathematics For Computer Science

Delftse Foundations of Computation - Stefan Hugtenburgand, Neil Yorke-Smith @ TU Delft Open (PDF)

Oct 08, 2021

Containers

Uncomplicating Kubernetes - Jeferson Fernando

Oct 07, 2021

0 - Meta-Lists

Rip Tutorials

Mathematics

College Trigonometry - Carl Stitz, Jeff Zeager (PDF)

Professional Development / Mathematics For Computer Science

Software Environment Concepts - Amr Elmohamady ( 🚧 in process)

Oct 06, 2021

Graphical User Interfaces

Event-Driven GTK by Example — 2021 Edition - Michael Murphy

Oct 05, 2021

Compiler Design

Introduction to Compilers and Language Design - Douglas Thain (PDF)

Oct 04, 2021

Algorithms & Data Structures

Data Structures - Wikibooks

Artificial Intelligence

Artificial Intelligence for a Better Future: An Ecosystem Perspective on the Ethics of AI and Emerging Digital Technologies - Bernd Carsten Stahl (PDF, EPUB)

On the Path to AI: Law’s prophecies and the conceptual foundations of the machine learning age - Thomas D. Grant, Damon J. Wischik (PDF, EPUB)

Networking / Mathematics For Computer Science

Kafka gentle introduction - Mitch Seymour

Security & Privacy / Mathematics For Computer Science

Cryptography - Wikibooks (HTML) ( 🚧 in process)

Oct 03, 2021

Containers

Kubernetes Deployment & Security Patterns - Alex Williams (PDF)

Data Science

Mining of Massive Datasets - Jure Leskovec, Anand Rajaraman, Jeffrey D. Ullman (PDF)

Graphical User Interfaces

Web Design Primer - Richard Adams, Ahmed Sagarwala

Oct 02, 2021

Cloud Computing

How to optimize storage costs using Amazon S3 - AWS (PDF)

Oct 01, 2021

Misc / Mathematics For Computer Science

Programming Fundamentals - Kenneth Leroy Busbee, Dave Braunschweig

Sep 29, 2021

0 - Meta-Lists

Bento

Bitsavers.org

Code Catalog: A Collection of Code Examples from Prominent Open Source Projects

Goalkicker - Programming Notes for Professionals books

JSBooks - directory of free javascript ebooks (⭐2.5k)

Learn X in Y minutes

Learneroo Resources to Learn Programming

Microsoft Guides to Software

Microsoft Press: Free E-Books

Microsoft Technologies 1, including books on Windows Azure, SharePoint, Visual Studio Guide, Windows phone development, ASP.net, Office365, etc. collection by Eric Ligman

Microsoft Technologies 2, including books on Windows Azure, SharePoint, Visual Studio Guide, Windows phone development, ASP.net, etc. collection by Eric Ligman

Papers we love (⭐101k)

Stef's Free Online Smalltalk Books

Theassayer.org

Algorithms & Data Structures

Algorithms - Wikibooks

Algorithms and Automatic Computing Machines (1963) - B. A. Trakhtenbrot

Algorithms and Complexity - Herbert S. Wilf (PDF)

Algorithms Notes for Professionals - Compiled from StackOverflow Documentation (PDF)

Annotated Algorithms in Python: Applications in Physics, Biology, and Finance (⭐1.3k) - Massimo Di Pierro

Binary Trees - Nick Parlante (PDF)

Data Structures Succinctly Part 1, Syncfusion - Robert Horvick

Data Structures Succinctly Part 2, Syncfusion - Robert Horvick

Elementary Algorithms (⭐6.3k) - Larry Liu Xinyu (PDF)

The Kademlia Protocol Succinctly - Marc Clifton

Artificial Intelligence

Introduction to Autonomous Robots (⭐1.8k) - Nikolaus Correll (PDF) (CC BY-NC-ND)

Cellular Automata

A New Kind of Science - Stephen Wolfram (HTML)

Cloud Computing

AWS Well-Architected Framework (PDF, HTML)

Azure for Architects, Third Edition (PDF) (email address or account required)

Azure Functions Succinctly, Syncfusion (PDF, Kindle) (email address requested, not required)

Cloud Computing for Science and Engineering - Ian Foster, Dennis B. Gannon ( 🚧 in process)

Cloud Design Patterns

Designing Distributed Systems (account required)

Monitoring Modern Infrastructure (account required)

OpenStack Operations Guide

Streamline microservice management with Istio Service Mesh (account required)

The Developer’s Guide to Azure

Competitive Programming

Competitive Programmer's Handbook - Antti Laaksonen (PDF) (CC BY-NC-SA)

Competitive Programming, 1st Edition - Steven Halim (PDF)

Competitive Programming, 2nd Edition - Steven Halim (PDF)

Compiler Design

An Introduction to GCC - Brian Gough ( 🗃️ archived)

Basics of Compiler Design (Anniversary Edition) - Torben Mogensen

The ANTLR Mega Tutorial

Computer Science

Computational Thinking - Jeannette Wing, Carnegie-Mellon University (PDF)

Computer Vision

Computer Vision: Models, Learning, and Inference - Simon J.D. Prince

Programming Computer Vision with Python - Jan Erik Solem

Data Science

A Programmer's Guide to Data Mining - Ron Zacharski (Draft)

Data Jujitsu: The Art of Turning Data into Product (email address requested, not required)

Data Mining Algorithms In R - Wikibooks

Introduction to Data Science - Jeffrey Stanton

Statistical inference for data science - Brian Caffo

The Ultimate Guide to 12 Dimensionality Reduction Techniques (with Python codes) - Pulkit Sharma

Game Development

2D Game Development: From Zero To Hero (⭐436) - Daniele Penazzo (HTML, PDF, EBPUB, Kindle...) ( 🚧 in process)

Designing Virtual Worlds - Richard A. Bartle (PDF)

Game Design with AGS - Dave Ensminger, A. G. Madi

Graphics Programming

3D Game Shaders For Beginners (⭐19k) - David Lettier (Git) (HTML)

Blender 3D: Noob to Pro - Wikibooks

Blender Manual

GPU Gems

Introduction to Modern OpenGL - Alexander Overvoorde (HTML, EPUB, PDF) (C++)

Introduction to TouchDesigner 099 (Leanpub account or valid email requested)

Learn Computer Graphics From Scratch! - Scratchapixel ( 🚧 in process)

Learning Modern 3D Graphics Programming - Jason L. McKesson (draft) ( 🗃️ archived)

Ray Tracing in One Weekend - Peter Shirley (HTML)

Graphical User Interfaces

Programming with gtkmm 4

Information Retrieval

Information Retrieval: A Survey (PDF)

Machine Learning

A Brief Introduction to Machine Learning for Engineers - Osvaldo Simeone (PDF)

A Comprehensive Guide to Machine Learning - Soroush Nasiriany, Garrett Thomas, William Wang, Alex Yang (PDF)

A Course in Machine Learning (PDF)

Algorithms for Reinforcement Learning - Csaba Szepesvári (PDF)

Bayesian Reasoning and Machine Learning

Deep Learning for Coders with Fastai and PyTorch (⭐24k) - Jeremy Howard, Sylvain Gugger (Jupyter Notebooks)

Explorations in Parallel Distributed Processing: A Handbook of Models, Programs, and Exercises - James L. McClelland

IBM Machine Learning for Dummies - Judith Hurwitz, Daniel Kirsch

Interpretable Machine Learning - Christoph Molnar

Introduction to CNTK Succinctly - James McCaffrey

Keras Succinctly - James McCaffrey

Learn Tensorflow - Jupyter Notebooks

Machine Learning for Data Streams - Albert Bifet, Ricard Gavaldà, Geoff Holmes, Bernhard Pfahringer

Mathematics for Machine Learning - Garrett Thomas (PDF)

Neural Networks and Deep Learning

Reinforcement Learning: An Introduction - Richard S. Sutton, Andrew G. Barto (PDF) (CC BY-NC-ND)

Speech and Language Processing (3rd Edition Draft) - Daniel Jurafsky, James H. Martin (PDF)

The Elements of Statistical Learning - Trevor Hastie, Robert Tibshirani, and Jerome Friedman

The LION Way: Machine Learning plus Intelligent Optimization - Roberto Battiti, Mauro Brunato (PDF)

Understanding Machine Learning: From Theory to Algorithms - Shai Shalev-Shwartz, Shai Ben-David

Mathematics

A Gentle Introduction to the Art of Mathematics - Joseph E. Fields

A Programmer's Introduction to Mathematics - Jeremy Kun

An Introduction to the Theory of Numbers - Leo Moser (PDF)

Analytic Geometry (1922) - Lewis Parker Siceloff, George Wentworth, David Eugene Smith (PDF)

Basic Analysis: Introduction to Real Analysis - Jiří Lebl

Bayesian Methods for Hackers (⭐28k) - Cameron Davidson-Pilon

Book of Proof - Richard Hammack (PDF)

Combinatorics Through Guided Discovery - Kenneth Bogart

Complex Analysis - George Cain

Concepts & Applications of Inferential Statistics

Differential Equations - Paul Dawkins (PDF, use download menu to download)

Differential Equations (1922) - H. B. Phillips (PDF)

Elementary Differential Equations - William F. Trench (PDF)

Elementary Differential Equations (with Boundary Value Problems) - William F. Trench

Elementary Number Theory: Primes, Congruences, and Secrets - William Stein

Elementary Real Analysis - Brian S. Thomson, Judith B. Bruckner, Andrew M. Bruckner

Foundations of Constructive Probability Theory - Yuen-Kwok Chan (PDF)

Geometry with an Introduction to Cosmic Topology - Michael P. Hitchman

Graph Theory

Introduction to Proofs - Jim Hefferon

Introduction to Real Analysis - William F. Trench

Kalman and Bayesian Filters in Python (⭐18k)

Lies, Damned Lies, or Statistics: How to Tell the Truth with Statistics - Jonathan A. Poritz (PDF)

Magic Squares and Cubes (1917) - W. S. Anderson (PDF)

Math in Society - David Lippman

Mathematical Analysis I - Elias Zakon

Mathematical Reasoning: Writing and Proof - Ted Sundstrom

Non-Uniform Random Variate Generation - Luc Devroye (PDF)

Notes on Diffy Qs - Jiří Lebl

Number Theory (⭐63) - Holden Lee MIT

Odds and Ends: Introducing Probability & Decision with a Visual Emphasis - Jonathan Weisberg

OpenIntro Statistics - David M. Diez, Christopher D. Barr, Mine Çetinkaya-Rundel

Ordinary Differential Equations - Wikibooks

Probability and Statistics Cookbook

Probability and Statistics EBook

Probability: Lectures and Labs - Mark Huber

Recreations in Math - H. E. Licks (PDF)

Sage for Undergraduates - Gregory Bard

Statistical Thinking for the 21st Century - Russell A. Poldrack

SticiGui - Philip Stark

Tea Time Numerical Analysis - Leon Q. Brin

Yet Another Introductory Number Theory Textbook - Jonathan A. Poritz (PDF)

Mathematics / Algebra

A Computational Introduction to Number Theory and Algebra - Victor Shoup

A First Course in Linear Algebra - Rob Beezer

Abstract Algebra: Theory and Applications - Tom Judson

Algebra: Abstract and Concrete - Frederick Goodman

Algebra: An Elementary Text-Book, Part I (1904) - G. Chrystal (PDF)

Algebra: An Elementary Text-Book, Part II (1900) - G. Chrystal (PDF)

Algebraic Topology - Allen Hatcher (PDF)

Beginning and Intermediate Algebra - Tyler Wallace

Elements of Abstract and Linear Algebra - E. H. Connell

First Course in Algebra (1910) - Herbert E. Hawkes, William A. Luby, Frank C. Touton (PDF)

Linear Algebra - Jim Hefferon

Linear Algebra Done Wrong - Sergei Treil

Linear Algebra, Infinite Dimensions, and Maple - James Herod

ORCCA: Open Resources for Community College Algebra - Portland Community College

Second Course in Algebra - Herbert E. Hawkes, William A. Luby, Frank C. Touton (PDF)

Mathematics / Calculus

Active Calculus - Matt Boelkins

APEX Calculus - Gregory Hartman, Brian Heinold, Troy Siemers, and Dimplekumar Chalishajar

Calculus in Context - James Callahan

Elements of Differential and Integral Calculus (1911) - William Anthony Granville (PDF)

Mathematics / Mathematics For Computer Science

A Mathematical Theory of Communication - Claude E.Shannon

Misc / Mathematics For Computer Science

10 Keys to Great Landing Pages - iThemes Media (PDF)

Ansible Up & Running (first three chapters) (account required)

Communicating Sequential Processes - Tony Hoare (PDF)

Design With FontForge

Designing Interfaces - Jennifer Tidwell

Digital Signal Processing in Python - Allen B. Downey

Essential Image Optimization - Addy Osmani

Getting Real - Basecamp, 37signals (HTML, PDF)

Google Maps API Succinctly - Mark Lewin

Hello SDL - Lazy Foo' Productions

HoloLens Succinctly - Lars Klint

Introduction to Scientific Programming in C++ and Fortran - Victor Eijkhout (PDF)

IRPF90 Fortran code generator - Anthony Scemama

Learn Programming - Antti Salonen

Learning 30 Technologies in 30 Days: A Developer Challenge - Shekhar Gulati

Magic Ink: Information Software and The Graphical Interface - Bret Victor

MSIX Succinctly - Matteo Pagani

Open Government; Collaboration, Transparency, and Participation in Practice (⭐1.3k) - Daniel Lathrop, Laurel Ruma

Real-World Maintainable Software - Abraham Marin-Perez

Scientific Programming and Computer Architecture - Divakar Viswanath

Signal Computing: Digital Signals in the Software Domain - Michael Stiber, Bilin Zhang Stiber, Eric C. Larson (PDF)

Web Almanac (PDF)

Writing Native Mobile Apps in a Functional Language Succinctly - Vassili Kaplan

Parallel Programming / Mathematics For Computer Science

High-Performance Scientific Computing (class lectures and slides)

Introduction to High-Performance Scientific Computing - Victor Eijkhout

Is Parallel Programming Hard, And, If So, What Can You Do About It? - Paul E. McKenney

Programming on Parallel Machines; GPU, Multicore, Clusters and More - Norm Matloff Kerridge (PDF) (email address requested, not required)

The OpenCL Programming Book

Networking / Mathematics For Computer Science

High-Performance Browser Networking - Ilya Grigorik

How HTTPS Works - DNSimple

HTTP Succinctly, Syncfusion (PDF, Kindle) (email address requested, not required)

Introduction to HTTP - Launch School

IPv6 for IPv4 Experts - Yar Tikhiy (PDF)

Kafka, The definitive Guide - Neha Narkhede (PDF)

Network Science - Albert-Laszló Barabási

The TCP/IP Guide

Understanding IP Addressing: Everything you ever wanted to know (PDF)

Open Source Ecosystem / Mathematics For Computer Science

Free as in Freedom: Richard Stallman and the free software revolution - Sam Williams (PDF)

Free for All - Peter Wayner

GitLab Handbook

How to get started with open source (ePub & ODT)

Introduction to Networking - Charles Severance (PDF)

Open Advice: FOSS: What We Wish We Had Known When We Started

Open source in Brazil - Andy Oram

The Cathedral and the Bazaar - Eric S. Raymond

Operating Systems / Mathematics For Computer Science

How to Make a Computer Operating System (⭐23k) - Samy Pesse ( 🚧 in process)

The Art of Unix Programming - Eric S. Raymond (HTML)

UNIX Application and System Programming, lecture notes - Stewart Weiss (PDF) (CC BY-SA)

Professional Development / Mathematics For Computer Science

Clean Code Developer: An initiative for more professionalism in software development ( 🚧 in process)

Confessions of an IT Manager - Phil Factor (PDF)

Don't Just Roll the Dice - Neil Davidson (PDF)

How to Do What You Love & Earn What You’re Worth as a Programmer - Reginald Braithwaite

Professional Software Development For Students - Mike G. Miller

What I've Learned From Failure - Reginald Braithwaite

Programming / Mathematics For Computer Science

Design of a Programmer - Prakash Hegade (PDF)

Programming and Programming Languages - Shriram Krishnamurthi (PDF)

The Black Art of Programming - Mark McIlroy

The Craft of Programming - John C. Reynolds

Think Complexity - Allen B. Downey (2nd Edition) (PDF, HTML) (CC BY-NC-SA)

Programming Paradigms / Mathematics For Computer Science

Making Sense of Stream Processing - Martin Kleppmann (PDF)

Mostly Adequate Guide to Functional Programming - Mostly Adequate Core Team

The Pure Function Pipeline Data Flow v3.0 ---- the Grand Unified Programming Theory (⭐450) - Lin Pengcheng

Type Theory and Functional Programming - Simon Thompson

Regular Expressions / Mathematics For Computer Science

JavaScript RegExp - Sundeep Agarwal

Python re(gex)? - Sundeep Agarwal

Regular Expressions for Regular Folk - Shreyas Minocha

Ruby Regexp - Sundeep Agarwal

Reverse Engineering / Mathematics For Computer Science

Hacking the Xbox: An Introduction to Reverse Engineering - Andrew "bunnie" Huang

iOS App Reverse Engineering (⭐4.3k) - Zishe Sha (PDF)

Search Engines / Mathematics For Computer Science

Elasticsearch: The Definitive Guide (fork it on GH (⭐3.6k))

Solr for newbies workshop (2019) (⭐87) - Hector Correa (PDF (⭐87))

Security & Privacy / Mathematics For Computer Science

Crypto 101 - Crypto for everyone

CryptoParty Handbook

How HTTPS works - dnsimple

How to deal with Passwords (⭐52)

OpenSSL Cookbook

OWASP Mobile Security Testing Guide - Bernhard Mueller et al.

Software Architecture / Mathematics For Computer Science

Agile Planning: From Ideas to Story Cards - Launch School

Developing Reactive Microservices (email address requested, not required)

DSL Engineering: Designing, Implementing and Using Domain-Specific Languages - Markus Voelter

Exploring CQRS and Event Sourcing - Dominic Betts, Julián Domínguez, Grigori Melnik, Mani Subramanian, Fernando Simonazzi (EPUB, PDF - code samples)

Guide to the Software Engineering Body of Knowledge (email address requested)

Migrating to Cloud-Native Application Architectures (email address requested) (PDF)

Naked objects - Richard Pawson (PDF)

OAuth - The Big Picture (email address requested)

Reactive Microservices Architecture (email address requested)

Reactive Microsystems: The Evolution of Microservices at Scale (email address requested)

Serverless apps: Architecture, patterns, and Azure implementation

Serverless Design Patterns and Best Practices - Brian Zambrano (Packt account required)

Shape Up - Stop Running in Circles and Ship Work that Matters - Ryan Singer (PDF)

Site Reliability Engineering

Source Making Design Patterns and UML

Test Driven Development, Extensive Tutorial (⭐368) - Grzegorz Gałęzowski

Web API Design - Brian Mulloy (PDF)

Working with Web APIs - Launch School

Your API Is Bad - Paddy Foran

Standards / Mathematics For Computer Science

UNIX - The POSIX Standard - IEEE Std 1003.1 (⭐197)

Theoretical Computer Science / Mathematics For Computer Science

Category Theory for Computing Science (PDF)

Category Theory for Programmers (⭐11k) - Bartosz Milewski (PDF)

Principles of Programming Languages - Scott F. Smith ( 🗃️ archived)

Programming Languages: Theory and Practice - Robert Harper (PDF)

Web Performance / Mathematics For Computer Science

High Performance Accelerated Websites - Anshul (HTML) ( 🚧 in process)

High Performance Browser Networking - Ilya Grigorik

Web Services / Mathematics For Computer Science

RESTful Web Services (PDF)

Workflow / Mathematics For Computer Science

Declare Peace on Virtual Machines. A guide to simplifying vm-based development on a Mac