jonkrohn/ML-foundations

Machine Learning Foundations: Linear Algebra, Calculus, Statistics & Computer Science

Jupyter Notebookpythoncomputer-sciencedata-sciencemachine-learningstatisticscalculustensorflownumpylinear-algebraprobabilityjupyter-notebookmathematicspytorchdata-structures
This is stars and forks stats for /jonkrohn/ML-foundations repository. As of 03 May, 2024 this repository has 2460 stars and 1239 forks.

Machine Learning Foundations This repo is home to the code that accompanies Jon Krohn's Machine Learning Foundations curriculum, which provides a comprehensive overview of all of the subjects — across mathematics, statistics, and computer science — that underlie contemporary machine learning approaches, including deep learning and other artificial intelligence techniques. There are eight subjects in the curriculum, organized into four subject areas. See the "Machine Learning House" section below...
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