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Tech and Venture Capital Toolkit

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A ⭐⭐⭐⭐⭐ curated list of high quality resources (mostly free) made with ❤️ by Kati Michel. See also...

Table of Content

Software and Mobile are Eating the World, Software is Reorganizing the World

Creative Destruction, Innovator's Dilemma, and Attacker's Advantage

Lean Startup and Launchpad

Scientific Method

Eric Ries

Steve Blank

Alex Osterwalder

Spinoffs

Venture Analysis

Idea State Machine and Idea Maze

List

Market, Business Models, Pricing, Product Tiers

Market

Market Analysis

Horizontal Market, Vertical Market, Vertical Integration

Business Models

Pricing Strategies

Product Tiers

Company and Product Databases

Database List

Databases and Benchmarking- Freemium

Europe and U.K.

Database APIs

Unicorns, Companies, Industry and Product Classifications, Associations

Unicorns

The Terms Behind the Unicorn Valuations

Breakout Companies

Companies and Indices

Industry and Product Classifications

Associations

Income Reports

Earnings Calls

Open Companies

Buffer

Clef

Mattermark

Medium

More

Labs, Kitchens, Garages

Labs, Kitchens, Garages

Project Management

Project Management Tools and Software Engineering

Operations, Changement Management, Program Management. Project Management

Project Management

Project Management Associations, Certifications, Frameworks

Project Management BOKs

Quality

Project Management- Obvious Software

Project Management- Less Obvious Software

Agile and Waterfall Project Management Methodologies

Scrum Software Developmet, Sprints

Agile Project Management Tools

Software Project Management

Software Prototyping

Modeling

Documents and Improvement

Project Documents

Requirements

Product

Strategy

Value

Supply Chain

Business Process

Flow Chart

Improvement Schools of Thought

Research and Design Sprints

Basics

Heuristic

User Centered Design, User Experience, Usability

Methods

Persuasive Technology

Government Digital

GitHub Government

U.S. Gov., Consumer Financial Protection Bureau, Department of Veterans Affairs, Presidential Innovation Fellows, Usability Gov., 18F, Code for America, U.K. Gov., Australian Gov., - GitHub: See

U.S. Gov., U.K. Gov., Usability Gov., Australian Gov.: See

U.S. Gov.- WhiteHouse, U.S. Digital Service, C.I.O.- GitHub

U.S. Gov.- General Services Administration- GitHub

U.S. Gov- Consumer Financial Protection Bureau- GitHub

U.S. Gov- Department of Veterans Affairs- GitHub

U.S. Gov- 18F- GitHub

BBC

Estonian E-Residence

U.S. Gov.: Code for America

Agile Sprints

Google and Google Ventures, Thoughtbot, Dockyard, Hanno, Gamestorming, IDEO, Nesta DIY, Nielson Norman and Various: See

Design

Design Thinking

Design- General

Responsive Design

Design Publications

Portfolio and Community Websites

KPCB and John Maeda Design in Tech Report

Surveys, Trends, Stats

Surveys

Google Insights and Trends

Site and App Research

Apple and Google Statistics

App and Website Statistics- General

Mobile and Browser

Browser Stats

Product/Service Directories

Wayback Machine

Built With (Exluding Django)

Code Search

Whois Wikipedia

StackShare

DevCenter (Developer Center/API)

Facebook and Google Design and Development Approaches

Facebook

Google

Google Material Design (See also Facebook React)

Bootstrap Material Design

Polymer (See also Facebook React)

Accelerated Mobile Pages (AMP HTML)

Social Media and Social Graph

Graph and Schema- General (See also Facebook Open Graph)

Microformats

Web Analytics

Facebook

Facebook Developers

Google

Google Analytics

Google Monetization

Google Rich Snippets

Google Webmaster

Google News Publisher

LinkedIn

Pinterest

Slideshare

Snapchat

Twitter

Twitter Data

Twitter Media and News

Twitter Advanced Search

Yahoo and Bing- Developer, Webmaster, and Ads

Sharing Buttons

Engineering Blogs and Designer, Developer Conferences, Design Systems

List of Engineering Blogs

Individual Engineering Blogs

Company Design

Designer/Developer Conferences

Salesforce Lightning Design System

HubSpot

Microsoft

IBM Design Language

Watson Design Guide

Computer Basics

Ergonomics

Wikipedia Portals

History of Technology and Computer Science

Computer Scientists

Famous Literature

Great Unsolved Problems in Computer Science

Computing Classification

Computer Classes and Sizes

Smartphones (See also Mobile)

Microprocessor, CPU and Instruction Set

Binary

Preethi Kasireddy: How The Web Works

Client Server

Internet Service Provider

Port and Host

IP

Domain Name

URL and IRI

TCP-IP and OSI Protocols

HTTP

More

File Types and Extensions

32 Bit vs. 64 Bit

Malware and Encryption

Naming Conventions

Local Terms

Maintenance

Utilities

Important Concepts

Miscellaneous Vocab

Line Endings

Encoding

Encoding

ASCII

Bytcote versus Unicode

HTML5 Charactersets

Char Sets

Alt Codes- PC

Operating System, Browser, Layout Engine

Operating Systems

Web Browser

Web Browser and JavaScript Engines (See also JavaScript)- General

Comparison of Layout Engines (By DOM and ECMA Script)

Compilers

Unix and Linux General

Linux

The Linux Documentation Project

Linux- Ubuntu (Debian)

Linux- Ubuntu Dual Boot

Ubuntu- + Programs

Linux- Other Popular Distributions

Mojombo Chromebook Recommendation

Chromebook Ubuntu Installation

Apple General

Apple Posters of Ago

Apple El Capitan

Apple- Utilities

Apple Presentation and Design (See also Keynotopia)

Apple MacBook Air

Apple- Refurbished, Clearance, Reuse, Recycling

Virtual Box and Vagrant (See also: VMware, Vagrant, VirtualBox)

Apple- Windows (See also: VMware, Vagrant, VirtualBox)

Apple- Support

Mac Update

Mac Keyboard Shortcuts

Development Environment and Programming

Apple Developer Tools

Mac OS X

Safari, WebKit, and WebKit Parts (Browser, Layout Engine)

Mac OS X- Architecture

Apple iOS

Safari Developer Tools

MacPorts

Mac OS X Directory Strucure and Listing Applications

Apple Developer Program Membership

Apple Developer and Open Source

Apple Developer Tools

App Store Submission

Apple- More

Apple- Kits

Google Developer Tools

Google (Chromium, Chrome, Blink, V8) (See also Google Developers)

Chrome (Browser, Layout Engine)

Opera (Also Blink)

Google

Google Developers- General

Google Developers- Code

Google Developers- Web

Google Developers- Google Chrome Doc

Google Developers- Canary Chrome

Google Developers- Google Chrome Tools

Google Chrome Doc Archive

Chrome Extensions

Microsoft Developer Tools

Windows

Internet Explorer and Trident (Browser, Layout Engine)

Edge and EdgeHTML (Browser, Layout Engine)

Windows SSH and Telnet Client

Linux Feeling- on Windows

Mozilla Developer Tools

Mozilla (Browser, Layout Engine)

Mozilla Developer Tools

Firefox Add-Ons

Command Line and Shell

See also Bash and PowerShell
Names for command line: prompt, console, terminal, shell, bash; .bashrc, .bash_profile

Unix

Comparison of File Systems

Unix Shell and File system

POSIX (Compatible with Unix)

The Linux Documentation Project

Linux- More Resources

Linux- Ubuntu (Debian)

Ubuntu Terminal, Command Line, and Aptget

Command Line

Shell

Comparison of Command Shells

SS64 (Command Line Reference (CMD, PowerShell, Bash, OS X, Access, VB Script, Oracle, SQL Server, CSS, Convert MB/GB))

Mac OS X- Terminal, Bash (Unix)

Shell and Bash Builtins

Sha-Bang/Shebang

Notable Terminology

cURL and Wget

Nano

Windows- PowerShell

Emacs and Vim (Text Editors)

Emacs for Mac or Linux

Zsh (Bash Alternative)

More Shell/Text Editors (See also Visual Studio and XCode)

TextWrangler (Recommended for Hard to Edit Files)

Unix Shell (See also Unix)

Integrated Development Environment

Keyboard Shortcuts

Keyboard Shortcuts

Emoji and Other Funny Keyboard Shortcode

Dot Files

See also Startup Engineering MOOC

Hidden File and Hidden Directory Wikipedia

Dot Files

Git and Markdown

Concurrent Version System

Git Origin

Git

Learn X in Y Minutes Git and Markdown

Git- Official Learning Resources

Git Cheat Sheets and Tutorials

GitHub- Main

Git Ignore and Licenses

GitHub Services Integration

GitHub Business

GitHub Organizations

Gist

GitHub- More

GitHub- Trending

GitHub- How To

Dear GitHub and Thank You GitHub

Markdown

GitLab (See also Project Management)

GitHub Alternatives

Types of Licenses

GitHub Speaker Deck

Startup Engineering MOOC

Code Philosophies

A Successful Git Branching Model

Code Review (See also Project Management)

12 Factor App

Semver

The Distributed Developer Stack Field Guide

Trac Project Management and DB (Used with www.djangoproject.com)

Open Source Management and Programming Tiers

Open Source Management, Codes of Conduct, Roadmaps

Bus Factor

Open Source Hosting

Easy (Static/Client-Side) to Difficult (Dynamic/Server-Side)

Make What You Can Complete- Example of Using Notepad as CSS and Rendering in Browser)

Learn Git/GitHub

Make Something Static/Client-Side- HTML (Can Use GitHub Browser)

Make Something Static- Jekyll (Can Use Git Bash)

Make Something Dynamic/Server-Side- Can Store Code on GitHub, but Host Elsewhere (Heroku, AWS, Digital Ocean)

  • Python, Ruby, Node.js, PHP (Dynamic and require hosting such as Heroku or AWS)

Start contributing to open source

  • Seek out mentor(s) (some frameworks such as Django have mentor lists)
  • Follow community members and projects (for instance, on Twitter) and look for opportunities
  • Look for guides in repos that explain how to contribute
  • Do a GitHub search such as "pull requests welcome"

Look for First-Timers Info

Example First-Timers Info

Example Help Tweets

Software Manuals and Documentation

Write the Docs (Conference and Community)

MkDocs

Pandoc

Dexy

GitBook

GitHub Wiki

iPython

LaTeX

Read the Docs

Python- Django-Sphinxdoc

API Docs (see also Python- Django- Rest Framework Swagger)

Software Engineering and Testing

Software Engineering/Development

Programming and Paradigm

Software Release Life Cycle

Software Testing

Programming

Programming Learning Tools

Programming Groups

Programming and Math Learning Tools (See also MOOCs)

Free Code Camp

Free Programming Books

Guides for Development

Live Coding

Twitch Creative- Accounts

Text Editor and Code Demonstration

Documentation- General

Documentation- Mozilla

Standards

Free Software Foundation

GNU Software and Manuals

KDE

Developer Surveys

Programming Language Style Guides

GitHub StyleGuides

Styleguides- Various

GitHub HTML and CSS Styleguides

Google Styleguides

JavaScript Styleguide

PHP Styleguides

Ruby Styleguide

Objective C Styleguide

Swift Styleguide

Pretotyping and Prototyping

Prototyping

Prototyping

Device Mockups

Device Popularity Stats

Prototyping Software- Keynotopia

Prototyping Software- Keynotopia- Tutorials

Prototyping Software- Keynote- Docs

Prototyping Software- Others

Prototyping Software- Wirify

Quickie Websites

Domain Names

Quickie Mobile Apps

Turn Key Websites

CSS Zen Garden

Miscellaneous

Fonts (See also Google Apps)

Lipsum

Color

Photoshop and Similar

Free Photos

Flickr

Gifs

Gravatar

Front-End Development

Web General (See also JavaScript)

W3C HTML Standards

HTML and CSS Tutorials- General

HTML and CSS Tutorials- Mozilla

HTML5 and CSS3 Tutorials- Mozilla

Can I Use and Vendor-prefixed CSS Property Overview

Bootstrap Tutorials

HTML

CSS

Responsiveness- and Media Queries

Bootstrap, Font Awesome

Foundation

Good, Basic Templates, Themes

Good, Basic Templates, Themes- Skel

Kickstarters

Testing and Performance

Error Reporting, Logging, Instrumentation

W3 Validators

Accessibility

Microsoft Inclusion Approach

Example

Back-End Programming Languages, MVCs

Chomsky Hierarchy and Automata

Object Oriented Programming

Method Resolution Order

Singly Linked Linear Lists vs. Other Lists

Bracket Notation and Zero-Based Numbering

Strong and Weak Typing

Programming Languages

Scripting and MVCs

Miscellaneous Programming Languages

Golang, otherwise known as "Go"

Golang, Uers

Golang Installation

Golang- Frameworks

Java- General

JavaScript

JavaScript

JavaScript Tutorials

JavaScript Tutorials- Mozilla

JavaScript Event Keycodes

CommonJS

JSON

Browser Object Model (BOM) and Document Object Model (DOM) (See also JavaScript)

W3C DOM4

ECMAScript and ES6, ES7 Forthcoming

AJAX

jQuery

jQuery Extras

JavaScript Ecosystem

DOM (Document Object Model) (JavaScript, async, AJAX) Frameworks (React, Angular, Ember, Backbone, jQuery, Underscore, Lodash) Types of JavaScript (ES5, ES6, ES2015, CoffeeScript, TypeScript, ClojureScript, Babel, transpiling, compiling, MDN reference) Use other people’s code (AMD, commonJS modules, ES6 modules, npm, Github) Node.js (Node.js, npm, nvm) Build Tools (grunt, gulp, bower, browserify, webpack, hot reloading, sourcemap) Testing (Mocha, Jasmine, Chai, Tape, Karma, Selenium, phantomjs)

JavaScript Frameworks

JavaScript Tools

Node.js

Check Update

Angular (React Stack)

Express (React Stack)

Facebook- React (JavaScript)

React Relay (React Stack)

React Bootstrap (React Stack)

React-Router (React Stack)

Facebook- React Native (React Stack)

JSX

Ionic Framework (React Stack)

Babel (React Stack)

Flux (React Stack)

Redux (React Stack)

Build Tools (grunt, gulp, bower, browserify, webpack)

Other React Stack Helpers

TodoMVC (See also JavaScript)

MVCs General, Backbone, Ember

Node Add-ons

Node.js Launch and Ryan Dahl

Node Forks

Yo/Yeoman, Bower, Grunt

Compilation Resources (See also Gulp)

Extension Languages

Other JavaScript Helpers

Testing (Mocha, Jasmine, Chai, Tape, Karma, Selenium (Automated Testing), phantomjs (Testing, Automation, Scraping))

Normalization

Meteor

JavaScript Presentations Frameworks

Minimizing CSS and JavaScript

Ruby and Jekyll

Ruby

Ruby- Installation and Control

Ruby- Documentation

Ruby- Tutorials

Ruby- Executable Specification

Rails, Jekyll- Preferred Templates and Documents

PHP

PHP

PHP- Version Control and Frameworks

PHP- Tutorials

PHP- Laravel- Preferred Templates and Documents

PHP- Twitter OAuth

PHP/node.js- WordPress- Com, Calypso

PHP- WordPress Installation and Migration

PHP/node.js- WordPress- Org

PHP- WordPress- Developer Resource

WordPress Themes

WordPress Page Templates

WordPress Template Hierarchy

WordPress- Helpers

WordPress Theme Development (not "Using Themes")

WP eCommerce

WP Engine

WordPress Development

WordPress Translation

Wikitech Development

.NET, ASP, Visual Studio, WebMatrix

JavaScript- Microsoft

Web Development- Microsoft

Microsoft General Resources

Microsoft Library

C#

.NET

.NET Fiddle

ASP

ASP.NET- Home

ASP.NET- GitHub

Installing ASP.NET

ASP.NET- Docs

W3Schools ASP.NET

Visual Studio

Nuget

Mono

Xamarin (Visual Studio Community Mobile Development Partner)

Azure (See also Apache and SQL)

Transact-SQL

Microsoft Special Deals

ASP.NET- Boilerplate

WebMatrix

ASP.NET- Docker

ASP.NET- Yeoman Generator

OmniSharp

Nancy

.NET Platform as a Service

Python and Django Toolkit

Python General

Python (See also Data Science)

Python Authorities

Pip

Virtual Environment

Pyenv

Python and Django Users, Jobs, News

The Top-Starred Python GitHub Devs, Orgs, and Repos to Follow (All-Time and Trending)

Consulting Forms

Python- Django- Sites

Python- Django- Major Organizations and Projects that Use Django (Excluding Templates)

Python- Python and Django People and Jobs

Python- Django Community

Python- Django- News

Python and Django Playbooks and Styleguides

Python- Playbooks

Python- Playbooks

Python- Django- Project Stucture

Python- PEP

Python- Style Guides

Python- Kenneth Reitz Contributor's Guide and Style Guides

Django General

Python- Django

Python- Django- Resources

Python and Django Contributing

Python- Users and Members

Python Mentors

Python- Django- Roadmaps

Python- Django- Code of Conduct and Contributing

Python- Django- Forums and Lists

Python- Django- Slack

Python and Django Support Groups, Books and Tutorials

Python- Django- Tutorials Lists

Python- Django- Official Tutorial

Python- Django- Django Girls (Python- Django)

Python- Django Carrots (Inspired Django Girls Tutorial)

Python- Django- Hello Web App

Python- Django- Books and Tutorials (excluding Django Girls and Hello Web App)

Python- Django- Videos

Python- Condensed Learning Resources

Python- Books and Tutorials

Python- O'Reilly Test-Driven Development with Python and Selenium

Python and Django Packages and Snippets

Python- Packages/Libraries

Python and Django- Creating Packages

Python and Django- Wheel (versus Egg!)

Python- Django- Packages and Snippets (Unofficial)

Python and Django Templates and Microframeworks

Python- Microframeworks and Template Engines

Python- Django- Pinax

Python- Django- Cookiecutter (See also Packages)

Python and Django Deployment

Python- Django- Git and Deployment

Python- PEP 3333 (Python Web Server Gateway Interface)

Python- Django- Django Girls Deployment (Heroku and Python Anywhere)

Dedicated Python Hosting

Lincoln Loop Stack

High Performance Django Stack

Load Balancer- Open Source (preferred- Varnish)

  • HAProxy
  • Nginx
  • Varnish

Load Balancer- Commercial

  • Amazon ELB (Elastic Load Balancer)
  • Rackspace Clould Load Balancer

Web Accelerator- Open Source (preferred- Varnish)

  • Varnish
  • Nginx + Memcached

Web Accelerator- Commercial

  • Fastly
  • Cloudflare

App Server (preferred- uWSGI)

  • uWSGI
  • Gunicorn
  • Apache

Cache

  • Memcached
  • Redis

Database

  • Postgres
  • MySQL/MariaDB

Python and Django Common Deployment Tools

Python- Psycopg (Psycopg is the most popular PostgreSQL adapter for the Python programming language.)

Python- Django- Environmental Variables

Python- Django- Random SECRET_KEY

Python- Django- Debug Toolbar

Python- Django- Debug Toolbar

Python- Unipath

Python- Django- Static File Serving

CGI and WSGI (Web Server API)

Werkzeug (Flexible WSGI) (Security Flaw)

More WSGI (See also Apache)

Gunicorn (Python WSGI HTTP Server for UNIX)

Waitress (Production-Quality Pure-Python WSGI Server)

Python- Django- DJ Static, DJ Database URL

Python- Django and Celery (Asynchronicity) (Also Example code)

Python- Django- BCrypt (Not just for Django)

Python- Fabric

Python and Django Testing and Automation

Test-Driven Development with Python

pytest and Nose (Unit Test Extension)

Selenium

Tox (Automation)

Python and Django Useful Tools

Python- Django Extensions

Python- Django- Migrations

Python- Django- Rest Framework (Including Authentication and Generic Views)

Python- Django- Alternative Rest Framework

Python- Django- Rest Framework (Serialization/Deserialization)

Python- Django- Records, Requests

Python- Django- Channels

Python- Django- Python Social Auth

Python- Django- Python Social Auth

Python- Django- Search

Python- Imaging Library (Pillow) and ImageKit

Python- Django- Tagging

Python- Django- Forms

Automated Dependency Management

Python- Django- TinyMCE

Python and Django CMS

Python- Django-MPTT (Modified Pre-Order Traversal Tree)

Python- Django-Treebeard (Modified Pre-Order Traversal Tree)

Python- Django- CMS, E-Commerce

Python- Django- Wagtail (Recommended)

Python- Django- Other CMS and E-Commerce Options

Python and Django Geo

Python- Django- Rest Framework GIS

Python- Python/Django- Internationalization and Localization, Translation

GeoDjango

PostGIS (Spatial Database Extender for PostgreSQL)

SpatiaLite (Spatial Database Extender for SQLite)

Python and Django Unique

Python- Conda and Miniconda (See also Data Science)

Python- Mobile

CPython

Python- Twython

Python- Django- Everything

Python- Django- Cmatrix

Python and Django Conferences and Mentors

Python and Django Conferences

Python and Django Conferences- Proposal Examples

Python and Django Conferences- Speaker Mentors

DjangoCon Organizers

DjangoGirls/PyCon

DjangoCon Talk Ideas

Lacey Williams Henschel- PyLadies Remote: Your First Conference Proposal!

Assistance

Deployment and Cloud

Status

Consoles

IANA, Domize, DNSimple, Heroku

Heroku SSL Endpoint, SSL Self Certification, Custom Domains

Namecheap

DNS

Cloud Computing- General

Private Cloud/Virtual Private Server

IaaS- General and Alternatives to AWS

PaaS- General and Alternatives to Heroku (including Google App Engine)

SaaS- General and Alternatives to GoogleApps

Amazon

Amazon Web Services

AWS- Developer and Documentation

AWS- Regions, Instances, Getting Started, EC2/CLI/Linux Reference

AWS- Pricing

AWS- Websites, Mobile, Social

AWS- Elastic Beanstalk and S3

AWS- SES and SNS

AWS- Lambda (See also Google Cloud Functions)

Heroku- General

Heroku- Pricing and App Limits

Heroku- Dynos

Heroku- Deployment

Heroku- Addons

Heroku- App Architecture

Digital Ocean (VPS)

Digital Ocean + Dokku/Deis (Alternative to AWS + Heroku)

Google Cloud, App Engine

Google Cloud Functions (See also Amazon Web Services- Lambda)

Developer Playground/IDE

Cross Platform Dev Environment

Content Delivery Network

Optimization

Deployment and Git Integration

Heroku Multiple Environments and Site Staging

AWS Deployment/Staging- Virtual Private Networks

GitHub, Heroku, AWS SSH and SSH Keys

Heroku Secure Key

Google Cloud, App Engine and GitHub

Heroku Git Integration

Git Cloning Existing Heroku Applications

Ubuntu (Debian) Deployment

Deployment and Cloud by Language

JavaScript- Amazon

Node.js- Heroku

Node.js- Heroku and Docker

Node.js- Google Cloud

Node.js- Amazon

Python- Heroku

Python- Amazon

Python- Django- Heroku Deployment (URL: http://appname.herokuapp.com)

Python- Django- AWS Elastic Beanstalk Deployment

Python- Django- Digital Ocean Deployment

Python- Django- OpenShift Deployment

PHP- Heroku Buildpacks and Getting Started

PHP- Heroku and Docker

PHP- Amazon

PHP/WordPress- Amazon

PHP/WordPress- Google Cloud

Ruby- Heroku Buildpacks and Getting Started

Ruby- Heroku and Docker

Ruby- Amazon

Ruby on Rails- Amazon

Go- Heroku Buildpacks and Getting Started

.NET and ASP.Net- Heroku

.NET- Amazon

Servers, Databases, Architectures

Servers

Client and Server-Side

Databases

Stanford Open Classroom- Introduction to Databases

Types of Databases

Shard

Architectures

Software Stacks

Distributed and Parallel Computing

Apache, SQL, Nginx

See also Azure

Apache (See also mod_wsgi)

Virtual Hosting, VHosts, Apache

SSL

SQL

SQLite

PostgreSQL (ORDBMS, written in C, OS- Windows, Linux, Solaris, OS X, FreeBSD)

Postgrest (PostgreSQL API)

PostgreSQL

MySQL (RDBMS, written in C and C++, OS- Windows, Linux, Solaris, OS X, FreeBSD)

Sequel Pro (Recommended and MAMP bundled)

phpMyAdmin

MAMP and WampServer (See also PHP)

Nginx (High-Performance HTTP Server, Reverse Proxy, IMAP/POP3 Proxy Server/Versus Unix Socket)

Dev Ops Tools

See also Django

Docker

VMware, Vagrant, VirtualBox

Ansible (Automation and Configuration Management)

Salt (Automation and Configuration Management)

Python- Django- Salt

Chef

Puppet Labs

More Back-end

Cache

Web Accelerator

Continuous Integration, Jenkins CI, Travis CI, and Other Tools

Web Cache, Web Accelerator, Proxy Server, Reverse Proxy

Erlang

BSD/Free BSD

JugglingDB

CouchDB (Document-based)

ElasticSearch

RabbitMQ

MEAN (Mongoose, Express, Angular, Node)

MongoDB (Document-based)

MongoDB- Drivers and Natives

Mongoose, Mongoid, Moped, Mongomapper

Real Time Application Frameworks

Encryption

Testing Frameworks

Event Tracking

Typeahead and Awesomeplete

RRSSB

Cookies

SAP

Mobile

See also: React-Native and Ionic

Mobile- General

Mobile Phones- General

Embedded Operating Systems

Android

CyanogenMod

Golang Mobile

Exponent.js

IDE

Emulator

Tools (Parse is Going Bye-Bye)

Deep Linking

Standards

Internet of Things (including payments)

Internet of Things- Geo-fencing

Miscellaneous

Swift

Apple- Major Swift References

Apple- Cocoa

Apple- Package and Dependency Managers

Apple Developer Docs- Conceptual

Apple Developer Docs Navigation

Xcode References

Video Gaming and Virtual Reality

Equipment

Data Science

Data Monetization

Data Scientists

Machine Learning (Andrew Ng, Stanford)

Mining Massive Datasets (Stanford)

Data Science Websites

Analyst Group Resources

Data Styleguide GitHub

Kaggle

Data Science Learning Programs

Roadmaps and Cheat Sheets

Hypothesis

Mathematics

Linear/Regression (Supervised Learning)

Statistics- General

Probability

Distributions

Common Probability Distributions and Tests

More Distributions, Logarithms, Transformations

More Tests

Standard Deviation, Error, Normalization, Standard Score

Confidence and Confidence Interval

Stochastic Calculus, Stochastic Neural Network, Stochastic Gradient Descent (SGD)

The Science of Viral (See also Stochastic Calculus)

Artificial Intelligence- General

Data, Data Science, Big Data

Data Mining and Machine Learning- General

Algorithms

Online- Machine Learning, Analysis

Supervised and Unsupervised Learning

Bayesian (Supervised Learning)

Deep Learning and Neural Networks

Recommendations and Filtering

Natural Language Processing- General

Text Mining, Sentiment Analysis- General

Web Crawling and Scraping

Graph and Tree Traversal

Statistical Packages

Facebook and Google Research

Open-Source Machine Learning and Infrastructure

Andrej Karpathy

Lambda Architecture

Hadoop, Hortonworks Sandbox, Cloudera

Hadoop and MapReduce/Elastic MapReduce (Run MapReduce jobs on Hadoop or Amazon Web Services)

Apache Shark and Spark

Apache Drill

Apache Mahout

Social Network Processing

Apache- More

Log Monitoring

Apache- Python

Cascading, Cascalog, Scala, Scalding

Hadoop, MongoDB, and ElasticSearch

Python- Package Platforms

Python- Statistics Stack- Documents and Galleries

Python- Statistics Stack- NumPy

Python- Statistics Stack- SciPy

Python- Statistics Stack- MatPlotLib

Python- Statistics Stack- MatPlotLib Reference

Python- Statistics Stack- iPython

Python- Statistics Stack- iPython Reference

Python- Statistics Stack- Pandas

Python- Statistics Stack- SymPy (Symbolic Mathematics)

Python- Statistics Stack- StatsModel

Python- Statistics Stack- GGPlot

Python- Statistics Stack- Scikit-Learn

Python- Statistics Stack- Scikit-Learn Reference

Python- Integration with Other Languages

Python- Deep Learning- PyLearn2, SKLearn-Theano, Theano

Python- Image Processing- Scikit-Image (See also Python Imaging Library)

Python- Natural Language Toolkit

Python- Web Crawling and Scraping

Python- Screen Scraping

Social Network Graphing (Gilad Lotan)

Python- Pickle/JSON

R Programming Language

Microsoft R

R Markdown

MatLab

Visualization

Analytics and Dashboards

RapidMiner (Open Source) and IBM SPSS

Import.io and Kimono Labs

Unstructured Data and Data Structures- General

Data

CSV

API Methods- Common

APIs

General Terminology

Philosophies, Milestones

Company Internal Policies

Good Infographics

Miscellaneous

Laws

Models and Theories

Computer Lore

Notable Interviews and Presentations

Trends

Famous

Innovation and Excellence

Personal Advice

Google

Notable Quotes

Appendix

Other Enormous Tool Lists

Awesome

Dev-Ops Wiki and Free for Dev

Awesome Non-Code

README and Head

Naughty Strings and Words

Awesome Git

Awesome Apple

Awesome Python and Django

Awesome Data Science

Awesome- More

Book Lists

Popular Tools

Two Factor Authentication

Mobile Two Factor Authentication

Google Products, Office

Google Docs and Research

API

Email

Group Communication/Chat

Livestreaming, Video, Audio

Voice

Photo Hosting

Presentations (See also JavaScript Presentations Frameworks)

Document Hosting

Links

Calendar

Social Media Distribution

Social Media Distribution

Customer Relationship Management

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