Learning Resources

About this Hub

  • As a group, we need to improve our knowledge of the fast-growing field of deep learning and its application.
  • As an educator, we include a (growing) list of tutorials and resources to educate students in our undergraduate/graduate programs, to help new members in my lab with basic tutorials, and to help current members understand advanced topics better.
  • We hope this website helps people who share similar research interests or those interested in learning advanced topics about deep learning.
  • Please feel free to email me (zwqin@sfsu.edu), if you have comments, questions, or recommendations.

Online Courses

Basic

Advanced

Softwares

Framework

library

Development Platform

Hardwares

Resources

Readings

Applications

Algorithms

Awesome Papers

SFSU Teaching

ENGR 859 On-device Machine Learning

Graduate-Level Course SP’23

ENGR 844 Embedded Systems 

Graduate-Level Course FL’20

ENGR 456 Computer Systems

Undergraduate-Level Course SP’21, FL’21, SP’22, FL’22

ENGR213 Introduction to C programing for Engineers

Undergraduate-Level Course FL’ 20, SP’21, FL’21, SP’22, FL’22, SP’23

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