Stars
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
The fastai book, published as Jupyter Notebooks
An NLP workshop about concrete solutions to real problems
Notebooks for learning deep learning
Master programming by recreating your favorite technologies from scratch.
Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials,…
Repository for storing and tracking my self-study progress.
Data Engineering Zoomcamp is a free nine-week course that covers the fundamentals of data engineering.
The standard data-centric AI package for data quality and machine learning with messy, real-world data and labels.