ML, DS in Python and R - Resources

[halyph]

R

• swcarpentry/r-novice-inflammation
  • Title: Introduction to R for non-programmers using inflammation data.
  • tags: [R]
  • Comments:
• ProjectMOSAIC/LittleBooks
  • tags: [R] [calculus] [statistics]
  • Comments: Materials for the MOSAIC "Teaching Statistics with R and RStudio"

Python

• swcarpentry/python-novice-inflammation
  • tags: [python] [machine learning]
  • Comments: Software Carpentry introduction to Python for novices using inflammation data

[halyph]

Machine Learning

• ZuzooVn/machine-learning-for-software-engineers
  • tags: [machine learning] [book] [video] [mooc]
  • Comments: Impressive notes "How to become ML engineer". I can say it's very nice collection.
• kailashahirwar/cheatsheets-ai
  • tags: [cheatsheet] [python] [panda] [numpy] [machine learning] [R]
  • Comments: Essential Cheat Sheets for deep learning and machine learning researchers
• trekhleb/homemade-machine-learning
  • tags: [python] [machine learning]
  • Comments: Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained
• trekhleb/machine-learning-octave
  • tags: [octave] [machine learning]
  • Comments: MatLab/Octave examples of popular machine learning algorithms with code examples and mathematics being explained
• ShuaiW/data-science-question-answer
  • tags: [interview] [data science] [machine learning]
  • Comments: A repo for data science related questions and answers.
• hangtwenty/dive-into-machine-learning
  • tags: [machine learning] [book] [mooc] [tips] [python]
  • Comments: Dive into Machine Learning with Python Jupyter notebook and scikit-learn!