Introduction to Deep Learning with Caffe2 [Video]

Introduction to Deep Learning with Caffe2 [Video]

Abhishek Kumar Annamraju, Akash Deep Singh

Create powerful applications for the real world using Caffe2
Mapt Subscription
FREE
$30.00/m after trial
Video
$106.25
RRP $124.99
Save 14%
What do I get with a Mapt subscription?
  • Unlimited access to all Packt’s 6,000+ eBooks and Videos
  • 100+ new titles a month, learning paths, assessments & code files
  • 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 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
$29.99 p/m after trial
RRP $124.99
Subscription
Video
Start 14 Day Trial

Frequently bought together


Introduction to Deep Learning with Caffe2 [Video] Book Cover
Introduction to Deep Learning with Caffe2 [Video]
$ 124.99
$ 106.25
Hands-On Deep Learning with Caffe2 [Video] Book Cover
Hands-On Deep Learning with Caffe2 [Video]
$ 124.99
$ 106.25
Buy 2 for $35.00
Save $214.98
Add to Cart

Video Description

Deep learning is one of the most highly sought-after skills in the technology sector. If you want to take a crack at AI, then this course will help you do so. One of the many reasons for choosing Caffe2 for this course is its processing speed as compared to other platforms. Since the basis of the architecture in Caffe2 is CUDA, it provides flexibility in optimizing the code as per the hardware being used.

You’ll learn the foundations of Deep Learning, understand how to build neural networks and develop an understanding of convolutional networks, RNNs, Adam, Dropout, BatchNorm and more. You’ll be working on various projects throughout this MOOC with a focus on how to train and manipulate a deep neural network effectively. You’ll practice all these ideas in Caffe2 using Python programming languages.

By the end of the course, you’ll gain an understanding of every element of Caffe2 and be able to use the library in the most efficient way.

All the code and supporting files for this course are available on Github at https://github.com/PacktPublishing/Introduction-to-Deep-Learning-with-Caffe2

Style and Approach

An exhaustive course packed with step-by-step instructions, working examples, and actionable advice on understanding Caffe2 to build deep learning applications. This course is properly segmented so that you can learn at your own pace and focus on your area of interest.

Video Preview

What You Will Learn

  • Caffe2 architecture and how to use the platform efficiently
  • Setting up Caffe2 on your system
  • Working with a Simple Neural Network application
  • Implementing Back-Propagation and Gradient Descent
  • Exploring different layers of CNN and the problem of Image Classification
  • Understanding RNNs and LSTMs
  • Diving into the different layers of Caffe2
  • Experimenting with activation functions using caffe2
  • Understanding the importance of weight initialization and optimization in deep learning

Authors

Video Details

ISBN 139781787121225
Course Length1 hour 56 minutes
Read More

Read More Reviews

Recommended for You

Hands-On Deep Learning with Caffe2 [Video] Book Cover
Hands-On Deep Learning with Caffe2 [Video]
$ 124.99
$ 106.25
Deep Learning Adventures with PyTorch [Video] Book Cover
Deep Learning Adventures with PyTorch [Video]
$ 124.99
$ 106.25
End-to-End Penetration Testing with Kali Linux [Video] Book Cover
End-to-End Penetration Testing with Kali Linux [Video]
$ 124.99
$ 106.25
Real-World Python Deep Learning Projects [Video] Book Cover
Real-World Python Deep Learning Projects [Video]
$ 124.99
$ 106.25
Apache Spark Deep Learning Recipes [Video] Book Cover
Apache Spark Deep Learning Recipes [Video]
$ 124.99
$ 106.25
Apache Spark Deep Learning Advanced Recipes [Video] Book Cover
Apache Spark Deep Learning Advanced Recipes [Video]
$ 124.99
$ 106.25