Deep Learning Foundation Training

Deep Learning Foundation – Syllabus

Module 1 – Introduction to Deep Learning

• Deep Learning: The Series Introduction
• What is a Neural Network
• Three reasons to go Deep
• Your choice of Deep Net
• Deep Learning Market

Module 2 – Deep Learning Models

• Restricted Boltzmann Machines
• Deep Belief Network
• Convolutional Network
• Recurrent Network

Module 3 – Additional Deep Learning Models

• Autoencoders
• Recursive Neural Tensor Network
• Generative Adversarial Networks

Module 4 – Deep Learning Platforms & Libraries

• What is a Deep Net Platform
• H2O ai
• Dato GraphLab
• What is a Deep Learning Library
• Theano
• Caffe
• TensorFlow
• Keras