Compilation of Useful Deep Learning Resources

Compilation of Useful Deep Learning Resources

Note : This list is incomplete and open for updates. If you know some useful resource which has not been mentioned here, please let me know via comments.

Courses

1. Machine Learning Course by Andrew Ng
2. Neural Networks Course by Geoffrey Hinton
3. Deep Learning for Natural Language Processing Course by Richard Socher
4. Deep Learning | Udacity Course by Google
5. Neural Network Playlist by Hugo Larochelle

Books

1. Deep Learning Book by Yoshua Bengio

Blogs and Tutorials

1. Colah's blog
2. Deep Learning Tutorials
3. WildML
4. Convolutional Neural Networks for Visual Recognition
5. Neural Networks and Deep learning
6. Kdnuggets
7. Kaggle Blogs

Deep Learning Frameworks

1. Torch | Scientific computing for LuaJIT.
2. Tensorflow
3. Welcome - Theano 0.7 documentation
4. Caffe | Deep Learning Framework

Companies

1. Google Deepmind - Google DeepMind is a British artificial intelligence company founded in September 2010 as DeepMind Technologies. The company made headlines after its AlphaGo beat Lee Sedol by 4-1 in 5 game match of Go.
2. Metamind - Founded by Richard Socher the company is aiming for powering businesses with Artificial Intelligence.
3. Skymind - Aimed at providing deep learning solutions for Enterprise. Deeplearning4j is one popular product by this company.
4. Clarifai - The company is aiming for best visual intelligence system. Solves problems like image tagging, visual search, finding similar images.
5. OpenAI -  A non-profit artificial intelligence (AI) research company that aims to carefully promote and develop open-source friendly AI in such a way as to benefit, rather than harm, humanity as a whole.
6. Mad Street Den - Startup aimed at improving consumer experience with Artificial Intelligence