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Deep Learning Adventures with PyTorch
Deep Learning Adventures with PyTorch

Deep Learning Adventures with PyTorch: Journey into the world of deep learning using PyTorch

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Profile Icon Jakub Konczyk
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€111.99
Video Oct 2018 2hrs 31mins 1st Edition
Video
€111.99
Subscription
Free Trial
Renews at €18.99p/m
Arrow left icon
Profile Icon Jakub Konczyk
Arrow right icon
€111.99
Video Oct 2018 2hrs 31mins 1st Edition
Video
€111.99
Subscription
Free Trial
Renews at €18.99p/m
Video
€111.99
Subscription
Free Trial
Renews at €18.99p/m

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Key benefits

  • Dive into the world of deep learning with PyTorch by building interesting deep-learning projects
  • Enjoy your deep-learning journey and learn how to rapidly prototype your own neural networks in PyTorch
  • Throughout the course, discover the joy of building neural networks in a Pythonic way in each project

Description

Are you ready to go on a journey into the world of deep learning? This course will be your guide through the joys and dangers of this new wave of machine learning. Why? Because, let's face it, getting started with deep learning is difficult. Tasks such as choosing between multiple frameworks, understanding APIs, and debugging code are hard. Is there an another way? Yes. Meet PyTorch. Like Python, PyTorch has a clean and simple API, which makes building neural networks faster and easier. It's also modular, and that makes debugging your code a breeze. This course will be one hell of an adventure into the world of deep learning! You'll start by using Convolutional Neural Networks (CNNs) to classify images; Recurrent Neural Networks (RNNs) to detect languages; and then translate them using Long-Term-Short Memory (LTSM). Finally, you'll channel your inner Picasso by using Deep Neural Network (DNN) to paint unique images. By the end of your adventure, you will be ready to use PyTorch proficiently in your real-world projects. The code bundle for this video course is available at - https://github.com/PacktPublishing/Deep-Learning-Adventures-with-PyTorch

Who is this book for?

This course is for working and aspiring data analysts, data scientists and developers who want to extend their Machine Learning skillset. Some Python experience (and a basic understanding of ML concepts) is required.

What you will learn

  • Intuitive ways to build neural networks using the PyTorch API to make this deep learning ride enjoyable
  • Master PyTorch's unique features gradually as you work through projects that make PyTorch perfect for rapid prototyping
  • Debug your PyTorch code using standard Python tools, so you can easily fix bugs
  • Work with PyTorch and learn its advantages over other frameworks, and choose the right vehicle for your deep-learning ride
  • Get practical, project-based experience with this popular and in-demand deep-learning library

Product Details

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Publication date, Length, Edition, Language, ISBN-13
Publication date : Oct 31, 2018
Length: 2hrs 31mins
Edition : 1st
Language : English
ISBN-13 : 9781789138641
Category :
Languages :
Concepts :
Tools :

What do you get with a video?

Product feature icon Download this video in MP4 format
Product feature icon Access this title in our online reader with advanced features
Product feature icon DRM FREE - Read whenever, wherever and however you want

Product Details

Publication date : Oct 31, 2018
Length: 2hrs 31mins
Edition : 1st
Language : English
ISBN-13 : 9781789138641
Category :
Languages :
Concepts :
Tools :

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Frequently bought together


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Total 248.97
Deep Learning with PyTorch (Video)
€111.99
Deep Learning Adventures with PyTorch
€111.99
Deep Learning with PyTorch Quick Start Guide
€24.99
Total 248.97 Stars icon

Table of Contents

5 Chapters
First Stop: A Quick Introduction to PyTorch Chevron down icon Chevron up icon
Sleeping Under the Stars: It's a Bird...It's a Plane...It’s a CNN? Chevron down icon Chevron up icon
Going Abroad: Language Detection for Fun and Profit with RNN Chevron down icon Chevron up icon
Making Friends: Lost in Translation with LSTM Chevron down icon Chevron up icon
Getting Some Culture: Becoming a Deep Neural Picasso with DNN Chevron down icon Chevron up icon
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