Best resources for self-paced learning?
For web dev: MDN Web Docs is the definitive reference, freeCodeCamp for hands-on practice, and The Odin Project for a structured curriculum. For design, Refactoring UI by Adam Wathan is a must-read.
freeCodeCamp is amazing! I completed their JavaScript course and it gave me a solid foundation.
Refactoring UI is a gem for developers who want to improve their design skills. Every developer should read it.
Great recommendations Omar! I'd also add Frontend Masters for video courses — their quality is top-notch.
For data science: Kaggle Learn for practical exercises, fast.ai for deep learning, and StatQuest on YouTube for intuitive statistics explanations. Also, the book 'Hands-On Machine Learning' by Aurélien Géron is incredible.
StatQuest is the best for understanding statistics intuitively! Josh Starmer makes complex topics so accessible.
I just started the fast.ai course and it's incredible how quickly you can build practical models. Highly recommend!
Don't overlook YouTube channels! Fireship for quick overviews, Traversy Media for tutorials, and 3Blue1Brown for math concepts. All free and incredibly high quality.
3Blue1Brown's linear algebra series is a masterpiece. It completely changed how I think about math.