free-programming-books/free-programming-books.md
Brian H. Hough c229dd1e60
Adding Free Python, Datamining, Machine Learning Books (Correct Categories) (#4882)
* Adding Free Python, Datamining, Machine Learning Books (Corrected Categories)

There were a few issues with my original PR (https://github.com/EbookFoundation/free-programming-books/pull/4866/files), so I forked the main respository and added my updates based on @eshellman 's feedback.

Edits include:
- moving "Top 10 Machine Learning Algos..." by Mathews and Aasim --> Machine Learning
- moving "A Select Overview of Deep Learning" by Fan, Ma, and Zhong --> Machine Learning
- adding "Natural Langauge NLP with Python Tutorial" --> Python
- moving "The Ultimate Guide to 12 Dimensionality Reduction Techniques" by Sharma --> Datamining

Note: there was a linter error coming up in the previous PR that I wasn't sure about (https://github.com/EbookFoundation/free-programming-books/pull/4866)....so hopefully this is all set!

* Update free-programming-books.md

Fixed the four errors coming up in TravisCI (adding extra line, and also some alphabetizing). Should be good to go now!

    445:1-455:191  warning  Incorrect number of blank lines between last section and next heading  blank-lines-1-0-2

    445:1-455:191  warning  Alphabetical ordering: swap l.455 and l.454                            alphabetize-lists

    472:1-509:163  warning  Alphabetical ordering: swap l.506 and l.505                            alphabetize-lists

  2315:1-2408:101  warning  Alphabetical ordering: swap l.2362 and l.2361                          alphabetize-lists
2020-10-31 16:02:09 -04:00

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Index

Meta-Lists

Graphics Programming

Vulkan

Graphical User Interfaces

GraphQL

Language Agnostic

Algorithms & Data Structures

Artificial Intelligence

Cellular Automata

Cloud Computing

Competitive Programming

Compiler Design

Computer Science

Computer Vision

Containers

Database

Datamining

Information Retrieval

Licensing

Machine Learning

Mathematics

Mathematics For Computer Science

Misc

MOOC

Networking

Open Source Ecosystem

Operating Systems

Parallel Programming

Partial Evaluation

Professional Development

Programming Paradigms

Regular Expressions

Reverse Engineering

Security

Software Architecture

Standards

Theoretical Computer Science

Web Performance

ABAP

Ada

Agda

Alef

Android

APL

Arduino

ASP.NET

Assembly Language

Non-X86

AutoHotkey

Autotools

Awk

Bash

Basic

BETA

Blazor

C

C Sharp

C++

Chapel

Cilk

Clojure

COBOL

CoffeeScript

ColdFusion

Component Pascal

Cool

Coq

Crystal

CUDA

D

Dart

DB2

Delphi / Pascal

DTrace

Elasticsearch

Eiffel

Elixir

Ecto

Phoenix

Emacs

Embedded Systems

Erlang

ESP8266

F Sharp

Firefox OS

Flutter

Force.com

Forth

Fortran

FreeBSD

Git

Go

Groovy

Gradle

Grails

Spock Framework

Hack

Hadoop

Haskell

Haxe

HTML / CSS

Bootstrap

HTTP

Idris

Icon

iOS

IoT

Isabelle/HOL

J

Java

Codename One

JasperReports

Spring

Spring Boot

Spring Data

Spring Security

Wicket

JavaScript

Angular.js

Aurelia

Backbone.js

Booty5.js

D3.js

Dojo

Elm

Ember.js

Express.js

Ionic

jQuery

Meteor

Node.js

Om

React

React Native

Redux

Vue.js

Jenkins

Julia

Kotlin

LaTeX / TeX

LaTeX

TeX

Limbo

Linux

Lisp

Livecode

Lua

Make

Markdown

Mathematica

MATLAB

Maven

Mercurial

Mercury

Modelica

MySQL

Neo4J

.NET Framework

Nim

NoSQL

Oberon

Objective-C

OCaml

Octave

OpenMP

OpenResty

OpenSCAD

TrueOS

Perl

PHP

CakePHP

CodeIgniter

Drupal

Laravel

Symfony

Zend

PicoLisp

PostgreSQL

PowerShell

Processing

Prolog

Constraint Logic Programming (extended Prolog)

PureScript

Python

Django

Flask

Kivy

Pandas

Pyramid

Tornado

QML

  • Qt5 Cadaques - Juergen Bocklage-Ryannel and Johan Thelin (HTML, PDF, ePub) (🚧 in process)

R

Racket

Raku

Raspberry Pi

REBOL

Ruby

RSpec

Ruby on Rails

Sinatra

Rust

Sage

Scala

Lift

Play Scala

Scheme

Scilab

Scratch

Sed

Self

Smalltalk

Snap

Spark

Splunk

SQL (implementation agnostic)

SQL Server

Standard ML

Subversion

Swift

Vapor

Tcl

TEI

Teradata

Tizen

TLA

TypeScript

Deno

Unix

Verilog

VHDL

Vim

Visual Basic

Visual Prolog

Web Services

Windows 8

Windows Phone

Workflow

xBase (dBase / Clipper / Harbour)