What’s your suggested path for someone new to this to learn about ML and how it can solve business problems?
Deeplearning.ai Fast.ai Kaggle.com
?
Deeplearning.ai Fast.ai Kaggle.com
?
Here's what I used to self-learn:
1. Machine Learning for Absolute Beginners by Oliver Theobald
2. ISLR
3. Machine Learning by Andrew Ng on Coursera
4. Deep Learning by Andrew Ng on Coursera
5. fast.ai
6. Sebastian Raschka's PyTorch book
Good Math refreshers:
1. Mathematics for Machine Learning Specialization by Imperial College London
2. Linear Algebra and Calculus series by 3blue1brown on YT
Later I delved deep into Computer Vision for profession, and Edge AI for personal projects.
Assuming ISLR is An Introduction to Statistical Learning?
But thanks for your very insightful answer.
If you're trying to create the Terminator for real, that's when you start looking at the JAX/TensorFlow/PyTorch docs. I started with that first, and paid attention to the math along the way. If you go math-first you can quickly lose the forest for the trees. But you can find pretty in-depth tutorials and source code for any of those frameworks (and the math) on Google.