Introduction to Machine Learning

Deep Learning 2

Additional readings/resources

• 3D visualization
• Christopher Olah's blog
• Andrej Karpathy's notes

What you should know after

• Convolutional Neural Networks
• Convolution layers, pooling layers, nonlinearities, and fully connected layers
• Recurrent Neural Networks
• What tasks it is useful for
• LTSM units