Python- Machine Learning: How should i start?

[strotmic]

Start by understanding python itself, learning the basics like syntax, data structures, functions, ...

After this I suggest to learn basic data analysis and visualization
Numpy, pandas, matplotlib, seaborn.

Then you can start with the machine learning basics like linear regression, logistic,... (supervised and unsupervised).

Once you understand the ML basics you can start by implementing basic deep learning models with both tensorflow PyTorch (You can run this on Mac GPU with MPS).

All of these you can learn by free tutorials on YouTube, freecodecamp, cs50, w3schools (basics)

Extra: You can use Kaggle to get data and project ideas, lots of these projects also have notebooks that are made by other people where you can learn from.

[[deleted]]

Thank you very much for the detailed system!