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Bestseller
BestsellerE-book
Author De Marchi, Leonardo.

Title Hands-on neural networks : learn how to build and train your first neural network model using Python / Leonardo De Marchi, Laura Mitchell.

Publication Info. Birmingham, UK : Packt Publishing, 2019.

Item Status

Description 1 online resource
Summary This book will be a journey for beginners who want to step into the world of deep learning and artificial intelligence. It will thoughtfully take you through the training and implementation of various neural network architectures using the Python ecosystem. You will master each neural network architecture while understanding its working mechanism.
Contents Hands-on neural networks: learn how to build and train your first neural network model using Python -- Dedication -- Contributors -- Table of Contents -- Preface -- Section 1: Getting Started -- Chapter 1: Getting Started with Supervised Learning -- Chapter 2: Neural Network Fundamentals -- Section 2: Deep Learning Applications -- Chapter 3: Convolutional Neural Networks for Image Processing -- Chapter 4: Exploiting Text Embedding -- Chapter 5: Working with RNNs -- Chapter 6: Reusing Neural Networks with Transfer Learning -- Section 3: Advanced Applications -- Chapter 7: Working with Generative Algorithms -- Chapter 8: Implementing Autoencoders -- Chapter 9: Deep Belief Networks -- Chapter 10: Reinforcement Learning -- Chapter 11: Whats Next? -- Other Books You May Enjoy -- Index.
Local Note eBooks on EBSCOhost EBSCO eBook Subscription Academic Collection - North America
Subject Neural networks (Computer science)
Python (Computer program language)
Artificial intelligence.
artificial intelligence.
Natural language & machine translation.
Neural networks & fuzzy systems.
Artificial intelligence.
Computers -- Natural Language Processing.
Computers -- Neural Networks.
Computers -- Intelligence (AI) & Semantics.
Artificial intelligence
Neural networks (Computer science)
Python (Computer program language)
Added Author Mitchell, Laura.
ISBN 1788999886 (electronic bk.)
9781788999885 (electronic bk.)
9781788992596 print