u/Any-Video2195

Hi, I am a developer and have always been interested in ML and especially in RL. I finally want to start learning. I have a basic understanding of ML and training.

From my understanding, I should start with revising basic maths and trying some basic coding projects before going deep. Please suggest what I should cover and any courses that I can look at. Deep Reinforcement Learning Course by Huggingface seems interesting.

I am not asking for zero-to-hero steps in a month (I know that's impossible); I am willing to spend time daily and give it a genuine try.

All the suggestions, advice and personal experience are welcome. Thanks in advance.

Update:
This is what I have organised so far. I am not promoting any channels. This is what I found online as good resources:

• [ ] Linear Algebra
  • [ ] 3Blue1Brown Essence of Linear Algebra
  • [ ] Matrix shapes
  • [ ] dimensions
  • [ ] Tensors - Coding in PyTorch
• [ ] Calculus Intuition
  • [ ] 3Blue1Brown Calculus Series
  • [ ] Partial Derivatives & The Chain Rule: https://www.youtube.com/watch?v=IN2XmBhILt4
  • [ ] Matrix Calculus: https://www.youtube.com/watch?v=IN2XmBhILt4&t=93
• [ ] Probability
  • [ ] Khan Academy Probability and Statistics
  • [ ] probability basics
  • [ ] conditional probability
  • [ ] expected value
  • [ ] Markov Property (Memorylessness): https://www.youtube.com/watch?v=ljrjEh13Vyg
  • [ ] Bayes' Theorem: Watch 3Blue1Brown: Bayes' Theorem Visually
• [ ] Statistics Basics
  • [ ] mean
  • [ ] variance
  • [ ] standard deviation
• [ ] Functions & Graphs
  • [ ] what a function is
  • [ ] input/output
  • [ ] graph intuition
  • [ ] slope intuition
• [ ] ML/RL Math Intuition
  • [ ] StatQuest
  • [ ] https://www.youtube.com/playlist?list=PLblh5JKOoLUIxGDQs4LFFD--41Vzf-ME1
  • [] https://www.youtube.com/watch?v=NFo9v_yKQXA
  • [ ] Reinforcement Learning: An Introduction by Andrew Barto and Richard Sutton

Hi, I am a developer and have always been interested in ML and especially in RL. I finally want to start learning. I have a basic understanding of ML and training.

From my understanding, I should start with revising basic maths and trying some basic coding projects to start with before going deep. Please suggest what I should cover and any courses that I can look at. Deep Reinforcement Learning Course by Huggingface seems interesting.

I am not asking for zero-to-hero steps in a month (I know that's impossible); I am willing to spend time daily and give it a genuine try.

All the suggestions, advice and personal exprience is welcomed. Thanks in advance.