Exercise notebooks for the ML class I taught.
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MIT ML Course
Github repository for "Big Data in Astrophysics" - Spring 2023
Github repository for "Big Data in Astrophysics" - Spring 2024
Website and material for the FIXME course on Practical Machine Learning
Practical machine learning for physicists
Repository for PHYS T480/580 (Big Data Physics: Methods of Machine Learning) at Drexel University...
DS-GA 1003[Spring 2019]
A collection of commonly used machine learning algorithms implemented in Python/Numpy
Notebooks for PHYS 440/540 at Drexel University
Lecture Slides, Exercises, and Deployment Materials for "Foundations of Numerical Computing"
Quantitative Economics with Python Course (NYU) Spring 2016
Lecture notes, tutorial tasks including solutions as well as online videos for the reinforcement ...
Material for the lab-session of the "Intro to ML" course at UCL.
Repository for original *Fall 2016* PHYS T480/580 (Big Data Physics: Methods of Machine Learning)...
Short hands-on introduction to ML for physicists