Awesome List Updates on Sep 29, 2021

9 awesome lists updated today.

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1. Awesome Django

Resources / Educational

• Adam Johnson - Adam is on the Technical Board of Django and regularly writes tutorials.

2. Awesome Cl

Apps / Third-party APIs

• CLUnit2 - A unit testing library. MIT.

3. Awesome Developer First

Authentication & Identity

• Hanko - Passwordless (WebAuthn API) PSD2, eIDAS, and GDPR compliant.

4. Free Programming Books (English, By Subjects)

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 (⭐86k)

• 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 (⭐6k) - Larry Liu Xinyu (PDF)

• The Kademlia Protocol Succinctly - Marc Clifton

Artificial Intelligence

• Introduction to Autonomous Robots (⭐1.7k) - Nikolaus Correll (PDF)

Cellular Automata

• A New Kind of Science - Stephen Wolfram

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)

• 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

• Compiler Design: Theory, Tools, and Examples, C/C++ Edition - Seth D. Bergmann (PDF)

• Compiler Design: Theory, Tools, and Examples, Java Edition - Seth D. Bergmann (PDF)

• 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 (⭐217) - Daniele Penazzo (HTML, PDF, EBPUB, Kindle...) (🚧 in process)

• Coding With Minecraft - Al Sweigart

• Designing Virtual Worlds - Richard A. Bartle (PDF)

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

Graphics Programming

• 3D Game Shaders For Beginners (⭐18k) - 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 (⭐21k) - 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)

• 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 Computational Introduction to Number Theory and Algebra - Victor Shoup

• A First Course in Linear Algebra - Rob Beezer

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

• A Programmer's Introduction to Mathematics - Jeremy Kun

• Abstract Algebra: Theory and Applications - Tom Judson

• Active Calculus - Matt Boelkins

• 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)

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

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

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

• Basic Analysis: Introduction to Real Analysis - Jiří Lebl

• Bayesian Methods for Hackers (⭐27k) - Cameron Davidson-Pilon

• Beginning and Intermediate Algebra - Tyler Wallace

• Book of Proof - Richard Hammack (PDF)

• Calculus in Context - James Callahan

• 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

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

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

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

• 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 (⭐16k)

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

• Linear Algebra - Jim Hefferon

• Linear Algebra Done Wrong - Sergei Treil

• Linear Algebra, Infinite Dimensions, and Maple - James Herod

• 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 (⭐54) - 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

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

• 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

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

• 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 For Computer Science

• A Mathematical Theory of Communication - Claude E.Shannon

Misc

• 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

• 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

• Computer Networking : Principles, Protocols and Practice (HTML, ePub, PDF, Kindle)

• 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

• 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

• How to Make a Computer Operating System (⭐21k) - Samy Pesse (🚧 in process)

• Operating Systems and Middleware - Max Hailperin (PDF, LaTeX)

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

• UNIX Application and System Programming, lecture notes - Stewart Weiss (PDF)

Professional Development

• 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

• Design of a Programmer - Prakash Hegade (PDF)

• Programming and Programming Languages - Shriram Krishnamurthi

• The Black Art of Programming - Mark McIlroy

• The Craft of Programming - John C. Reynolds

• Think Complexity - - Allen B. Downey (2nd Edition) (PDF, HTML)

Programming Paradigms

• 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 (⭐445) - Lin Pengcheng

• Type Theory and Functional Programming

Regular Expressions

• JavaScript RegExp - Sundeep Agarwal

• Python re(gex)? - Sundeep Agarwal

• Regular Expressions for Regular Folk - Shreyas Minocha

• Ruby Regexp - Sundeep Agarwal

Reverse Engineering

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

• iOS App Reverse Engineering (⭐4.2k) (PDF)

Search Engines

• Elasticsearch: The Definitive Guide (fork it on GH (⭐3.5k))

• Solr for newbies workshop (2019) (⭐78) - Hector Correa (PDF (⭐78))

Security & Privacy

• Crypto 101 - Crypto for everyone

• CryptoParty Handbook

• How HTTPS works - dnsimple

• How to deal with Passwords (⭐49)

• OpenSSL Cookbook

• OWASP Mobile Security Testing Guide - Bernhard Mueller et al.

Software Architecture

• 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 (⭐359) - Grzegorz Gałęzowski

• Web API Design - Brian Mulloy (PDF)

• Working with Web APIs - Launch School

• Your API Is Bad - Paddy Foran

Standards

• UNIX - The POSIX Standard - IEEE Std 1003.1 (⭐191)

Theoretical 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

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

• High Performance Browser Networking - Ilya Grigorik

Web Services

• RESTful Web Services (PDF)

Workflow

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

5. Awesome Tailwindcss

UI Libraries, Components & Templates

• 📚 Flowbite - Open-source component library built with Tailwind CSS.

• 🧩 Tailwind Datepicker (⭐136) - Adds a datepicker component built with Tailwind CSS and vanilla JavaScript.

6. Awesome Swift

UI / Barcode

• HPParallaxHeader (⭐53) - Simple parallax header for UIScrollView.

7. Awesome Kubernetes

Featured On

• Application Containers: Kubernetes and Docker from Scratch by Keith Tenzer

8. Awesome Mac

Security Tools / Audio Record and Process

• Antivirus One - Trusted Mac Security Protection: Protect your Mac from viruses, malware and adware. Block potential web threats and protect your Mac against vulnerabilities.

Utilities / File Organization Tools

• Unarchive One - Quickly decompress multiple different types of compressed files/compressed files to various scene compression formats.

Utilities / System Related Tools

• AdBlock One - Your New Favorite Free Ad Blocker for macOS and iOS: Stop seeing annoying ads in Safari. Open websites faster. Browse the web more safely.

• Cleaner One - All-in-one Disk Cleaning Manager: Clean up your Mac and optimize its performance. Run a quick scan now to verify what's taking up your storage.

9. Awesome Pentest

Security Education Courses / Reverse Engineering Tools

• Roppers Academy Training - Free courses on computing and security fundamentals designed to train a beginner to crush their first CTF.

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• Next: Sep 28, 2021