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
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