I recommend you guys some courses and books which you can learn more about machine learning, deep learning.
Machine Learning and Deep Learning
Courses
- “Machine Learning”, Andrew Ng - online class by Andrew Ng (highly recommended)
- CS224n: Natural Language Processing with Deep Learning
- CS231n: Convolutional Neural Networks for Visual Recognition
- CS20SI: Tensorflow for Deep Learning Research
- Introduction to Computer Science and Programming Using Python
Blog/Sites
- CS231n - corresponding site to the CS231n course from Standford university. Each topic covered in an article.
- Understanding LSTMs - Some nice write up about LSTM-Nets by Christopher Olah
Books
- “Pattern recognition and Machine Learning.”, C. Bishop
- “Computer Vision: Models, Learning, and Inference”, Simon J.D. Prince
- “Convex Optimization”, Boyd and Vandenberghe
Programing
Videos
- Introduction to DL with Python - Presentation by Alec Radford giving an overview of Deep Learning with Theano.
Blog/Sites
- Numpy tutorial
- Tensorflow - A deep learning framework