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PyTorch for Deep Learning and Computer Vision
PyTorch for Deep Learning and Computer Vision

PyTorch for Deep Learning and Computer Vision: Learn to build highly sophisticated deep learning and Computer Vision applications with PyTorch

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Profile Icon Rayan Slim, Jad Slim Profile Icon Amer Abdulkader Profile Icon Sarmad Tanveer
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$203.99
Video Apr 2019 12hrs 32mins 1st Edition
Video
$203.99
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Free Trial
Renews at $19.99p/m
Arrow left icon
Profile Icon Rayan Slim, Jad Slim Profile Icon Amer Abdulkader Profile Icon Sarmad Tanveer
Arrow right icon
$203.99
Video Apr 2019 12hrs 32mins 1st Edition
Video
$203.99
Subscription
Free Trial
Renews at $19.99p/m
Video
$203.99
Subscription
Free Trial
Renews at $19.99p/m

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Key benefits

  • This course is designed to help you become an accomplished deep learning developer even with no experience in programming or mathematics

Description

PyTorch has rapidly become one of the most transformative frameworks in the field of deep learning. Since its release, PyTorch has completely changed the landscape of the deep learning domain with its flexibility and has made building deep learning models easier. The development world offers some of the highest paying jobs in deep learning. In this exciting course, instructor Rayan Slim will help you learn and master deep learning with PyTorch. Having taught over 44,000 students, Rayan is a highly rated and experienced instructor who has followed a learning-by-doing style to create this course. You'll go from a beginner to deep learning expert with your instructor completing each step of the task with you. By the end of this course, you will have built state-of-the-art deep learning and Computer Vision applications with PyTorch. The projects built in this course will impress even the most senior developers and ensure you have hands-on skills that you can bring to any project or organization. All the code and supporting files for this course are available at https://github.com/PacktPublishing/PyTorch-for-Deep-Learning-and-Computer-Vision

Who is this book for?

This course is for you if you’re interested in deep learning and Computer Vision. Anyone (no matter the skill level) who wants to transition into the field of artificial intelligence and entrepreneurs with an interest in working on some of the most cutting-edge technologies will find this course useful.

What you will learn

  • Work with the tensor data structure
  • Implement machine and deep learning applications with PyTorch
  • Build neural networks from scratch
  • Build complex models through the applied theme of advanced imagery and Computer Vision
  • Solve complex problems in Computer Vision by harnessing highly sophisticated pre-trained models
  • Use style transfer to build sophisticated AI applications

Product Details

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Publication date, Length, Edition, Language, ISBN-13
Last updated date : May 13, 2025
Publication date : Apr 03, 2019
Length: 12hrs 32mins
Edition : 1st
Language : English
ISBN-13 : 9781838822804
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Product Details

Last updated date : May 13, 2025
Publication date : Apr 03, 2019
Length: 12hrs 32mins
Edition : 1st
Language : English
ISBN-13 : 9781838822804
Category :
Languages :
Tools :

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Table of Contents

14 Chapters
Introduction Chevron down icon Chevron up icon
Getting Started Chevron down icon Chevron up icon
Intro to Tensors – PyTorch Chevron down icon Chevron up icon
Linear Regression – PyTorch Chevron down icon Chevron up icon
Perceptrons – PyTorch Chevron down icon Chevron up icon
Deep Neural Networks – PyTorch Chevron down icon Chevron up icon
Image Recognition – PyTorch Chevron down icon Chevron up icon
Convolutional Neural Networks – PyTorch Chevron down icon Chevron up icon
CIFAR 10 Classification – PyTorch Chevron down icon Chevron up icon
Transfer Learning – PyTorch Chevron down icon Chevron up icon
Style Transfer – PyTorch Chevron down icon Chevron up icon
Appendix A - Python Crash Course Chevron down icon Chevron up icon
Appendix B - NumPy Crash Course Chevron down icon Chevron up icon
Appendix C - Softmax Explanation Chevron down icon Chevron up icon
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