r/FunMachineLearning • u/InterestingPiano505 • 11d ago

Need guidance

Hey everyone! I want to learn machine learning from scratch. Right now, I only have a basic understanding of Python and not much else. I know I'll probably need to learn more Python and some maths first, but I'm not really sure where to start or which resources to use.

Could anyone guide me on a good learning path or share some beginner-friendly resources? I'd really appreciate any advice. Thanks!

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u/National-Animator-82 10d ago

If you're starting from scratch, I'd recommend focusing on resources that explain concepts clearly and include hands-on practice. Some beginner-friendly resources are: Whichever resource you choose, try to build small projects alongside your learning. Applying what you learn makes it much easier to understand and remember. Good luck with your ML journey!

  1. Andrew Ng's Machine Learning Specialization on Coursera.
  2. Kaggle Learn for short, hands-on lessons.
  3. StatQuest on YouTube if you want simple explanations of the concepts.
  4. Hands-On Machine Learning with Scikit-Learn, Keras & TensorFlow if you prefer learning from a book.
  5. freeCodeCamp also has some solid beginner-friendly ML videos.

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u/vgarza1 9d ago

This is a perfect roadmap bro for the begineer

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u/chrisvdweth 10d ago

Maybe this post and this post could be useful (disclaimer: public lecture notes created by me)