Coding for Research Books

• The Good Research Code Handbook
• Better Code, Better Science by Russ Poldrack

Coding for Research Courses

• Better Science Code Eric Denovellis, BU (May 10, 2017) 

Coding for Research - Tutorials/Pages

• ICNF
  • Jupyter Notebooks by EuroPython Conference
  • Programming for Neuroimaging - Python, R, MATLAB
  • Notebooks - Jupyter Notebooks and others
• Stanford Online: Coding for Research/Analysis Courses
  • Intro to Machine Learning Full Course
  • Statistics and Data Science
  • Statistical Learning with Python
  • Statistical Learning with R
  • Machine Learning with Graphs (GNNs)
  • Reinforcement Learning
• Marcus Hutter, Google DeepMind [Just slides, projects and readings]
  • COMP4620/8620: Advanced Topics in Artificial Intelligence
  • COMP3620/6320: Introduction to Artificial Intelligence
  • COMP3630/6363: Theory of Computation
• Machine Learning Mastery Blog
  • Topic: Data Preparation
  • Topic: Data Science
  • Topic: Sci-Kit Learn (Python)
  • Topic Python for Machine Learning
  • Topic: Predictive Modeling in R