Deep Learning Foundation Training

Deep Learning Foundation Training | Udemy
English | Size: 4.32 GB
Genre: eLearning

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

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

Who this course is for:
Deep Learning Scientists
Machine Learning Engineers
Data Scientists & Senior Data Scientists
Newbies and Beginners aspiring for a career in Deep Learning and Machine Learning
AI Researchers – Complex Algorithms, Deep Learning Models
Deep Learning Researchers / Development Engineers
Data Consultants & Analysts
Computer Vision Engineers
Data Science & Artificial Intelligence Managers
Individuals interested in learning the fundamentals of Deep Learning
Deep Learning Interns
Software Engineers and Advanced Programmers
Optimization Analysts
Technology Consultants
Big Data Scientists

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