BeginnerPython
From zero to production-grade Python.
Python for Data Science
Real notebooks, real datasets, real mentorship โ every concept paired with hands-on coding.
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A structured catalog covering everything from Python fundamentals to advanced deep learning research.
Real notebooks, real datasets, real mentorship โ every concept paired with hands-on coding.
Probability, inference, hypothesis testing and Bayesian thinking โ the backbone every ML engineer needs.
End-to-end machine learning โ from feature engineering to MLOps. Build six production-grade models with mentorship.
From convolutions to transformers โ train and fine-tune modern architectures with PyTorch.
The scientific computing stack used by working researchers and labs, taught end-to-end.
Personalised research mentorship โ from idea to submission, with weekly 1:1 mentor calls.