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Useful Links

This page will contain links to helpful on-line material.

Software Installed on CS Network

Jobs in Machine Learning

Recent News

Python

Scipy Lecture Notes

Numpy Cheat Sheet

Neural Networks Tutorial (excellent introduction to neural nets with python and numpy)

Machine Learning with Numpy (very thorough set of jupyter notebooks as tutorials to numpy, pandas, neural networks, and other topics)

Neural Network Tutorial with Numpy

Emacs - the Best Python Editor?

Installing and running python and jupyter notebook on Windows 10

IDEs

Visualizations in Python

PyVis A nice overview of visualization packages available in python.

Math

Mathematics for Machine Learning, by Marc Peter Deisenroth, A. Aldo Faisal, and Cheng Soon Ong.

Notebook

Reinforcement Learning

Data Sources

Hardware

Writing Tips

Git and GitHub

LaTeX

LaTeX

Authorea an on-line service for writing public papers collaboratively.

useful_links.1632318924.txt.gz · Last modified: 2021/09/22 07:55 (external edit)