Tutorial

MIT Open Course

MIT Open Course	homepage
MIT OC SAR	Search Results	Python for MIT Radar Course

Math

Linear Algebra and Matrix Theory

Linear Algebra by Hung yi Li	homepage	source	video
应用数学基础 2018	homepage
离散傅里叶变换的数学基础	homepage

Optimization

Proximal Operator

homepage

code

tutorial

Artificial Intelligence

Machine Learning

Data-Driven Science and Engineering	homepage	video, video	book, code, LA, ML, RL
Making Neural Nets Uncool Again	homepage	fast.ai	LA, ML, DL
Sylvain Gugger’s Tutorials	homepage	fast.ai	ML, DL, Tutorials
All courses by Hung yi Li	homepage
Machine Learning by Hung yi Li(2020)	homepage	video
Machine Learning by Hung yi Li(2019)	homepage	video
Machine Learning by Hung yi Li(2017)	homepage
Machine Learning by Hung yi Li	homepage	video	source
Introduction to Machine Learning, 2012	homepage
A Course in Machine Learning	homepage
MIT Deep Learning	homepage
Deep Learning	homepage
Deep learning and Computational Radar Imaging	homepage
Deep Tutorials for PyTorch	homepage

Reinforcement Learning

Reinforcement Learning and Optimal Control

homepage

Self Paced Learning

	spbl
	mengdeyu

Signal Processing

Compressive Sensing

Compressive Sensing Resources	homepage	research, publications, software, courses.
Bayesian Compressive Sensing	homepage	Derin Babacan’s homepage, papers and codes

Remote Sensing

EO College	homepage	Earth Observation College
SAR EDU	homepage	has moved to EO College
Radar Tutorial	homepage
Remote Sensing Note	homepage

Radar and Synthetic Aperture Radar

Computational Imaging	homepage	math, radar, neural, imaging
SAR EDU	homepage	has moved to EO College
SAR Journal	homepage	education, library, …
ESA Handbooks	homepage	https://earth.esa.int/
雷达学报课堂	homepage	radar, sar

Software

matlab academy	homepage
Camtasia Tutorial	homepage
Python Scientific computing	homepage

Programing

Algorithm Handbook	homepage	code
Pythonic Data Structures and Algorithms	homepage	code

Misc

Python Application runner

Pyrunner

cs, sp, …