Useful Resources

Python

  • W3Schools: A great starting point for beginners with Python basics and simple examples.
  • Real Python: Comprehensive tutorials and advanced topics for a deeper dive into the language.
  • Geeks for Geeks: A comprehensive educational portal that empowers learners across domains.
  • Python Cheat Sheet: Real Python Pocket Reference for python coding.
  • Numpy Cheat Sheet: A quick reference guide covering essential functions for numerical operations.
  • Pandas Cheat Sheet: Summarizes the core commands for efficient data manipulation and analysis.
  • Matplotlib Cheat Sheet: Overview to create static, animated, and interactive visualizations.

R

Software Development

  • W3Schools Git Tutorial: An easy-to-follow introduction to the fundamentals of version control with Git.
  • Linux Cheat Sheet: Overview of the most common Linux terminal commands, written by Maths et al.

Data Science

  • Towards Data Science: Collection of articles, tutorials, and guides on data analysis, ML, and AI.
  • Medium: A knowledge base for technical topics and more.

Documentation

  • Markdown: How to use the Markdown language to create documentation.
  • Quarto: A Markdown flavour with additional functionalities.

YouTube Channels

  • 3Blue1Brown: Visual explanations that make complex math and scientific concepts intuitive.
  • Fireship: High-intensity code tutorials and tech news.

Visualisations