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Recommended resources
Module 1
Python for Data Science and ML
Module 2
Linear Algebra Essentials
Module 3
Calculus and Optimization for Machine Learning
Module 4
Probability and Statistics for Machine Learning
Module 5
Classical Machine Learning
Module 6
Neural Network Fundamentals from Scratch
Module 7
PyTorch and Deep Learning Practice
Module 8
CNNs, RNNs, and Sequence Models
Module 9
Transformers and Modern NLP
Module 10
LLMs, RAG, and AI Applications
Module 11
Research Engineering and Fine-Tuning
Module 12