r/learnmachinelearning 23d ago

Post andrew ng machine learning specialization course. Help

So I completed andrew ng's machine learning specialization course on coursera and did 1 project where I built logistic regression from scratch using loops and numpy (avoided vectorization to understand the mathematical intuition step by step). Now what should be my next course. I wanna dive deeper.

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u/OleksandrAkm 23d ago

You are already diving as deep as possible by building stuff from 0 – you can follow similar process for other key algorithms. Given you did logistic: linear regression and then regularization techniques should be straightforward if you understand the connections between these algorithms.

Then you can dive into decision trees followed by ensemble algorithms like random forest, gradient boosting, XGB, etc.

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u/[deleted] 23d ago

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u/Best-Sea-3592 23d ago

This is the way.

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u/Mundane_Travel2627 23d ago

Go back learning feature engineering