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Deep Learning with PyTorch Quick Start Guide
book

Deep Learning with PyTorch Quick Start Guide

by David Julian
December 2018
Intermediate to advanced
158 pages
3h 58m
English
Packt Publishing

Overview

Dive into the world of deep learning with PyTorch in this comprehensive guide. David Julian takes you on a journey to understand and implement neural networks effectively. Learn the critical concepts and gain hands-on experience building and deploying models with ease.

What this Book will help me do

  • Set up and configure a deep learning environment using PyTorch.
  • Build neural network models for images, text, and more using PyTorch.
  • Utilize transfer learning techniques with convolutional neural networks (CNNs).
  • Optimize deep learning workflows for distributed and multiprocessor environments.
  • Deploy deep learning models into production for scalable applications.

Author(s)

David Julian is a proficient data scientist and an experienced tutor in machine learning and AI. He brings years of expertise in deep learning and a deep understanding of PyTorch to his approach. David is known for his clear explanations and practical examples that make complex topics approachable. His passion for hands-on learning is evident throughout the material he shares.

Who is it for?

The ideal reader for this book is a data scientist or developer with a background in machine learning, but who is new to deep learning concepts. Individuals looking to learn PyTorch as a tool for neural network development will benefit greatly. If you're eager to gain practical experience in building, optimizing, and deploying models, this book is for you. A basic understanding of Python is recommended to follow along comfortably.

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Publisher Resources

ISBN: 9781789534092