Deep Learning with TensorFlow [Video]

Preview in Mapt

Deep Learning with TensorFlow [Video]

Dan Van Boxel

1 customer reviews
Channel the power of deep learning with Google's TensorFlow!
Mapt Subscription
FREE
$29.99/m after trial
Video
$110.50
RRP $129.99
Save 14%
What do I get with a Mapt Pro subscription?
  • Unlimited access to all Packt’s 5,000+ eBooks and Videos
  • Early Access content, Progress Tracking, and Assessments
  • 1 Free eBook or Video to download and keep every month after trial
What do I get with an eBook?
  • Download this book in EPUB, PDF, MOBI formats
  • DRM FREE - read and interact with your content when you want, where you want, and how you want
  • Access this title in the Mapt reader
What do I get with Print & eBook?
  • Get a paperback copy of the book delivered to you
  • Download this book in EPUB, PDF, MOBI formats
  • DRM FREE - read and interact with your content when you want, where you want, and how you want
  • Access this title in the Mapt reader
What do I get with a Video?
  • Download this Video course in MP4 format
  • DRM FREE - read and interact with your content when you want, where you want, and how you want
  • Access this title in the Mapt reader
$0.00
$110.50
$29.99 p/m after trial
RRP $129.99
Subscription
Video
Start 14 Day Trial

Frequently bought together


Deep Learning with TensorFlow [Video] Book Cover
Deep Learning with TensorFlow [Video]
$ 129.99
$ 110.50
Java EE 8 Application Development Book Cover
Java EE 8 Application Development
$ 39.99
$ 28.00
Buy 2 for $35.00
Save $134.98
Add to Cart

Video Details

ISBN 139781786464491
Course Length2 hours

Video Description

Deep learning is the intersection of statistics, artificial intelligence, and data to build accurate models and TensorFlow is one of the newest and most comprehensive libraries for implementing deep learning. With deep learning going mainstream, making sense of data and getting accurate results using deep networks is possible. This course is your guide to exploring the possibilities with deep learning; it will enable you to understand data like never before. With the efficiency and simplicity of TensorFlow, you will be able to process your data and gain insights that will change how you look at data.

With this video course, you will dig your teeth deeper into the hidden layers of abstraction using raw data. This course will offer you various complex algorithms for deep learning and various examples that use these deep neural networks. You will also learn how to train your machine to craft new features to make sense of deeper layers of data. During the video course, you will come across topics such as logistic regression, convolutional neural networks, recurrent neural networks, training deep networks, high level interfaces, and more.

With the help of novel practical examples, you will become an ace at advanced multilayer networks, image recognition, and beyond.

Style and approach

This course is your go-to guide to become a deep learning expert in your organization. We evaluate common and not-so-common deep neural networks with the help of insightful examples that you can relate to, and show how they can be exploited in the real world with complex raw data.

Table of Contents

Getting Started
The Course Overview
Installing TensorFlow
Simple Computations
Logistic Regression Model Building
Logistic Regression Training
Deep Neural Networks
Basic Neural Nets
Single Hidden Layer Model
Single Hidden Layer Explained
Multiple Hidden Layer Model
Multiple Hidden Layer Results
Convolutional Neural Networks
Convolutional Layer Motivation
Convolutional Layer Application
Pooling Layer Motivation
Pooling Layer Application
Deep CNN
Deeper CNN
Wrapping Up Deep CNN
Recurrent Neural Networks
Introducing Recurrent Neural Networks
skflow
RNNs in skflow
Wrapping Up
Research Evaluation
The Future of TensorFlow

What You Will Learn

  • Set up your computing environment and install TensorFlow
  • Build simple TensorFlow graphs for everyday computations
  • Apply logistic regression for classification with TensorFlow
  • Design and train a multilayer neural network with TensorFlow
  • Understand intuitively convolutional neural networks for image recognition
  • Bootstrap a neural network from simple to more accurate models
  • See how to use TensorFlow with other types of networks
  • Program networks with SciKit-Flow, a high-level interface to TensorFlow

Authors

Table of Contents

Getting Started
The Course Overview
Installing TensorFlow
Simple Computations
Logistic Regression Model Building
Logistic Regression Training
Deep Neural Networks
Basic Neural Nets
Single Hidden Layer Model
Single Hidden Layer Explained
Multiple Hidden Layer Model
Multiple Hidden Layer Results
Convolutional Neural Networks
Convolutional Layer Motivation
Convolutional Layer Application
Pooling Layer Motivation
Pooling Layer Application
Deep CNN
Deeper CNN
Wrapping Up Deep CNN
Recurrent Neural Networks
Introducing Recurrent Neural Networks
skflow
RNNs in skflow
Wrapping Up
Research Evaluation
The Future of TensorFlow

Video Details

ISBN 139781786464491
Course Length2 hours
Read More
From 1 reviews

Read More Reviews

Recommended for You

Java EE 8 Application Development Book Cover
Java EE 8 Application Development
$ 39.99
$ 28.00
TensorFlow 1.x Deep Learning Cookbook Book Cover
TensorFlow 1.x Deep Learning Cookbook
$ 35.99
$ 25.20
SQL Server 2017 Administrator's Guide Book Cover
SQL Server 2017 Administrator's Guide
$ 43.99
$ 30.80
Learn C# With Windows Forms and SQL Server [Video] Book Cover
Learn C# With Windows Forms and SQL Server [Video]
$ 98.99
$ 84.15
Getting Started with PowerShell DSC [Video] Book Cover
Getting Started with PowerShell DSC [Video]
$ 124.99
$ 106.25
ECMAScript 2016 and Beyond [Video] Book Cover
ECMAScript 2016 and Beyond [Video]
$ 124.99
$ 106.25