Resources

Here is a list of DS & ML resources that I found interesting enough to
bookmark them.

Courses

• Machine Learning
• Statistical Learning
• CS231n: Convolutional Neural Networks for Visual Recognition
• CS 294: Deep Reinforcement Learning
• CS224d: Deep Learning for Natural Language Processing

Tutorials

• Unsupervised Feature Learning and Deep Learning
• An Interactive Tutorial on Numerical Optimization

Books

• Introduction to Statistical Learning

Blogs

• WILDML
• Chris Olah’s Blog
• Andrej Karpathy’s Blog
• Edwin Chen’s Blog

Posts

• The Neural Network Zoo

Others

• Talking Machines Podcast