awesome-deeplearning-resources
Courses
[Berkeley]
Applied Natural Language Processing
[Berkeley]
CS294: Deep Reinforcement Learning
[Berkeley]
Stat212b：Topics Course on Deep Learning
[CUHK]
ELEG 5040: Advanced Topics in Signal Processing(Introduction to Deep Learning)
[CMU]
Deep Reinforcement Learning and Control
[CMU]
Introduction to Deep Learning
[CMU]
Neural networks for NLP
[COMS]
W4995 Applied Machine Learning Spring 2018
[David Silver]
RL Course
[EE 227C]
Convex Optimization and Approximation
[Emory University]
CS584: Deep Learning
[Google]
Udacity Deep Learning Online Course
[Hinton]
Neural Networks for Machine Learning
[Hvass Laboratories]
TensorFlow
[INTEL]
Deep Learning 501
[Jeremy Howard]
Deep Learning For Coders
[MIT]
Practical Deep LeTensorFlowarning For Coders
[MIT]
S099: Artificial General Intelligence
[MIT]
S094: Deep Learning for Self-Driving Cars
[MIT]
S191: Introduction to Deep Learning
[Nvidia]
Fundamentals of Accelerated Computing with CUDA C/C++
[NYU]
Deep Learning by Prof. Yann LeCun
[Oxford]
Deep Learning Course
[Oxford]
Deep Learning by Prof. Nando de Freitas
[Paris Saclay]
Deep Learning course: lecture slides and lab notebooks
[Stanford]
CS231n: Convolutional Neural Networks for Visual Recognition
[Stanford]
CS20SI: Tensorflow for Deep Learning Research
[Stanford]
CS224n: Natural Language Processing with Deep Learning
[Stanford]
CS 228: Probabilistic Graphical Models
[Stanford]
CS 20: Tensorflow for Deep Learning Research
[Stanford]
STATS 385: Theories of Deep Learning
[Toronto]
CSC 2541 Fall 2016:Differentiable Inference and Generative Models
[Utah]
Applied Computational Genomics Course at UU
[YouTube]
OpenCV with Python for Image and Video Analysis
Python for Data Analysis
Statistical and Discrete Methods for Scientific Computing
[ANDREW NG]
deeplearning.ai
[吴立德]
《深度学习课程》
[李宏毅]
Machine Learning and having it Deep and Structured
[林轩田]
机器学习基石
Introductory Machine Learning Algorithms in Python with scikit-learn
[YouTube]
Deep Learning Crash Course (2018)
[liveVideo Course]
AWS Machine LEarning in Motion (2018)
[liveVideo Course]
Reinforcement Learning in Motion