Learn

This is my list of things that I'd like to learn. Mostly this will relate to software development but may include other stuff. If you feel like this list contains a lot of things you'd like to learn please feel free to fork the repo. If there are things that you think I'd be interesting in learning or there are better links to learn from I urge you to submit a pull request.

The List

Tools

• Pyenv
• Kubernetes
• Docker
• Vagrant
• GitLab
• Heroku
• Spark
• MongoDB
• Rancher
• Nginx
• Let's Encrypt
• Bash Shell
• AWS
• Vim
• GitHub Desktop
• GitKraken
• Logstash
• Z-shell
• Emacs
• Npm
• Yarn
• Pnpm
• Webpack
• PlatformIO
• Micro Editor
• InfluxDB
• Apollo
• GraphQL
• ElasticSearch
• Entity Framework
• Xamarin Forms
• Build tools
  • TeamCity
  • Jenkins
  • Octopus Deploy
• Visual Studio/C#/.NET

"Programming" Languages

• Javascript
  • Jquery
  • Angular
  • Angular 2
  • React
  • Redux
  • React Native
  • Ember
  • Backbone
  • Node.js
  • Express.js
  • ES6
  • Oracle JET
  • D3.js
  • Vue.js
• C
• C++
  • Qt
  • OpenCV
• C#
• D
• Haskell
• HTML
• CSS
• SCSS
• Java
• Elixir
  • Phoenix Framework
• Erlang
• Tensorflow
• Scala
• Go
• Groovy
• Haskell
• Clojure
• R
• Nim
• TypeScript
• Python

Python

• Itertools
• Futures
• Numpy
• Scipy
• Matplotlib
• Plotly
• scikit-learn
• asyncio
• Web2Py
• Django
• Django REST Framework
• Flask
• Pyramid
• Scapy
• Pandas

Machine Learning

• Concepts and Techniques
  • Linear Classifiers
  • Bayesian Modelling
  • Neural Networks
  • Regression
  • K-Nearest Neighbors
  • Clustering
  • Reinforcement Learning
  • Convolution Neural Networks
  • Recurrent Neural Networks
  • Deep Networks
  • Support Vector Machines
  • Bidirectional Associative Memory
  • Long Short Time Memory
  • Hopfield Network
  • Gaussian Mixture Models

Frameworks and Tools

• Torch
• PyTorch
• Theano
• TensorFlow
• Keras
• APIs
• Natural Language Processing
• [Extended Backus-Naur Form] (EBNF)
• [lightgbm] (https://lightgbm.readthedocs.io/en/latest/)
• [eli5] (https://eli5.readthedocs.io/en/latest/overview.html)

Deep Learning

• Self-Driving-Cars

Artificial Intelligence

• Artificial General Intelligence

Theory

• Parellelism
• Concurrency
• Linear Programming
• Operating Systems
• ROS
• Cryptography
• RESTful web services
• Category Theory
• Android
• Game Theory
• Number Theory
• Computer Networks
• Quantum Computing
• Coding Theory
• Blockchain
• Bitcoin

Internet of Things

• IOT DIY projects
• WiFi Positioning
• Arduino
• ESP8266
• Raspberry Pi

Human Languages

• German (Deutsch)
• Spanish (Español)
• English (English)
• [Bengali]
• [Hindi]
• [Punjabi]

Networking

• [Port Forwording]
• [DMZ Switch]
• [DNS Management]
• [Port Scanning]

Algorithm

• Scheduling Algorithms
• Data Structures

Books READ

• Rich Dad Poor Dad
• The Richest Man in Babylon
• cashflow Quadrant
• Guide to investing
• Fake by robert kiyosaki
• Scale Up
• Think and Grow Rich
• How to win Friends and Influence People
• Build to sell
• Traction
• Profit First
• The 7 Habits of Highly Effective People by Stehen. R
• Eat that frog! by Brain Tracy
• Copycat Marketing 101 by Burke Hedges