Starred repositories
Python Data Science Handbook: full text in Jupyter Notebooks
Learn how to design, develop, deploy and iterate on production-grade ML applications.
The fastai book, published as Jupyter Notebooks
PRML algorithms implemented in Python
Dopamine is a research framework for fast prototyping of reinforcement learning algorithms.
Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course
AI and Machine Learning with Kubeflow, Amazon EKS, and SageMaker
A crash course in six episodes for software developers who want to become machine learning practitioners.
Repository for "Introduction to Artificial Neural Networks and Deep Learning: A Practical Guide with Applications in Python"
Various ipython notebooks
Code repository for Learning PySpark by Packt
All about the fundamental blocks of TF and JAX!
Train a multi-label image classifier with macro soft-F1 loss in TensorFlow 2.0
Object classification with CIFAR-10 using transfer learning
PyTorch experiments, demos and tutorials
A few baselines with a standard tabular model
Hands-on demonstrations for data scientists exploring SageMaker