Learning Neural Networks with Tensorflow [Video]

Learning Neural Networks with Tensorflow [Video]

Roland Meertens

Dive into Neural Networks by solving real real-world datasets using Tensorflow
Packt Subscription
FREE
$9.99/m after trial
Video
$106.25
RRP $124.99
Save 14%
What do I get with a Packt subscription?
  • Exclusive monthly discount - no contract
  • Unlimited access to entire Packt library of 6500+ eBooks and Videos
  • 120 new titles added every month, on new and emerging tech
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 subscription 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 subscription 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 subscription reader
$0.00
$106.25
$9.99 p/m after trial
RRP $124.99
Subscription
Video
Start a FREE 10-day trial

Frequently bought together


Learning Neural Networks with Tensorflow [Video] Book Cover
Learning Neural Networks with Tensorflow [Video]
$ 124.99
$ 106.25
Hands-On Neural Network Programming with TensorFlow [Video] Book Cover
Hands-On Neural Network Programming with TensorFlow [Video]
$ 124.99
$ 106.25
Buy 2 for $212.50
Save $37.48
Add to Cart

Video Description

Neural Networks are used all around us: they index photos into categories, translate text, suggest replies for emails, and beat the best games. Many people are eager to apply this knowledge to their own data, but many fail to achieve the results they expect.

In this course, we’ll start by building a simple flower recognition program, making you feel comfortable with Tensorflow, and it will teach you several important concepts in Neural Networks. Next, you’ll start working with high-dimensional uses to predict one output: 1275 molecular features you can use to predict the atomization energy of an atom. The next program we’ll create is a handwritten number recognition system trained on the famous MNIST dataset. We’ll work our way up from a simple multilayer perceptron to a state of the art Deep Convolutional Neural Network.

In the final program, estimate what a celebrity looks like, checking for new pictures to see whether a celebrity is attractive, wears a hat, has lipstick on, and many more properties that are difficult to estimate with "traditional" computer vision techniques.

After the course, you’ll not only be able to build a Neural Network for your own dataset, you’ll also be able to reason which techniques will improve your Neural Network.

Style and Approach

The video is packed with step-by-step instructions, working examples, and helpful advice about building your Neural Network with Tensorflow. You'll learn to build your own network. This practical course is divided into clear byte-size chunks so you can learn at your own pace and focus on the areas of most interest to you. 

Video Preview

What You Will Learn

  • Work with the Iris Dataset by downloading and visualizing it
  • Install and use Docker
  • Download the data and visualize it
  • Predict the ground state energy of molecules
  • Improve the network by understanding the activation function
  • Work with the MNIST dataset
  • Add pooling layers to reduce your trainable parameters
  • Explore batch normalization

Authors

Video Details

ISBN 139781788476379
Course Length3 hours 34 minutes
Read More

Read More Reviews

Recommended for You

Hands-On Neural Network Programming with TensorFlow [Video] Book Cover
Hands-On Neural Network Programming with TensorFlow [Video]
$ 124.99
$ 106.25
Dynamic Neural Network Programming with PyTorch [Video] Book Cover
Dynamic Neural Network Programming with PyTorch [Video]
$ 124.99
$ 106.25
Neural Networks with Keras Cookbook Book Cover
Neural Networks with Keras Cookbook
$ 31.99
$ 22.40
Neural Network Projects with Python Book Cover
Neural Network Projects with Python
$ 31.99
$ 22.40
Interactive Chatbots with TensorFlow [Video] Book Cover
Interactive Chatbots with TensorFlow [Video]
$ 124.99
$ 106.25
TensorFlow 2.0 New Features [Video] Book Cover
TensorFlow 2.0 New Features [Video]
$ 124.99
$ 106.25