Deep Learning Foundation Training

Deep Learning Foundation Training

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Deep Learning Foundation Training Overview of Deep Learning concepts. Understand what are the Deep Learning Models, Platforms, Libraries and how they work

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What you'll learn

• Introduction to Deep Learning
• Understand what are Neural Networks
• Deep Learning market, scope, opportunities
• Deep Learning Models
• Restricted Boltzmann Machines, Deep Belief Network, Convolutional Network, Recurrent Network
• Autoencoders, Recursive Neural Tensor Network, Generative Adversarial Networks
• Deep Learning Platforms & Libraries
• Deep Net Platform, H2O ai, Dato GraphLab
• Theano, Caffe, TensorFlow, Keras

Requirements

• Enthusiasm and determination to make your mark on the world!

Description

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