To Learn - adaptive-learning/flocs GitHub Wiki

AngularJS

• Learn AngularJS (codecademy.com)
• AngularJS Official Tutorial
• ngBoilerplate (AngularJS project kickstarter)
• 18 Tips for Angular Architect [video]
• AngularJS Custom Widgets and Architecture Best Practices [video]

Blockly

• Block Factory [video]

Python

• Loop like a native: while, for, iterators, generators [video]
• A Python Æsthetic: Beauty and Why I Python [video]

Django

• ...

Architecture

• The Clean Architecture in Python [video]
• Hoist Your I/O [video]
• Data Shovel With a Future [video]
• Python Design Patterns [video]
• Boundaries (functional core, imperative shell) [video], examples in Ruby, but the ideas are general

Recommender Systems

• ...

Machine Learning

• recurrent neural networks:
  • Deep Knowledge Tracing
  • https://github.com/chrispiech/DeepKnowledgeTracing
  • http://karpathy.github.io/2015/05/21/rnn-effectiveness/
  • A Critical Review of Recurrent Neural Networks for Sequence Learning
  • https://github.com/nicodjimenez/lstm

Analysis

• Pandas From The Ground Up [video]

Git and GitHub

• ...

Gamification

• For the win : how game thinking can revolutionize your business (Kevin Werbach) [book, FI library]; (or online course: https://www.coursera.org/learn/gamification)