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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

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