An in-depth introduction to the field of machine learning, from linear models to deep learning and reinforcement learning, through hands-on Python projects. -- Part of the MITx MicroMasters program in Statistics and Data Science. (more…)

This glossary defines general machine learning terms as well as terms specific to TensorFlow. (more…)

Machine learning research has advanced in multiple aspects, including model structures and learning methods. The effort to automate such research, known as AutoML, has also made significant progress. However, this progress has largely focused on the archi... (more…)

This is a guide to file formats for machine learning in Python. The Feature Store can training/test data in a file format of choice on a file system of choice. (more…)

Now is better than ever before to start studying machine learning and artificial intelligence. The field has evolved rapidly and grown tremendously in recent years. Experts have released and polish… (more…)