Visit our Christmas Gift Finder
Click & Collect from 2 Hours*
Last Christmas delivery dates
Free UK Standard Delivery On all orders £20 and over Order in time for Christmas 19th December 2nd Class | 20th December 1st Class Free Click & Collect to UK shops From 2 hours of your order*
Hands-On Deep Learning Architectures with Python: Create deep neural networks to solve computational problems using TensorFlow and Keras (Paperback)
  • Hands-On Deep Learning Architectures with Python: Create deep neural networks to solve computational problems using TensorFlow and Keras (Paperback)
zoom

Hands-On Deep Learning Architectures with Python: Create deep neural networks to solve computational problems using TensorFlow and Keras (Paperback)

(author), (author)
£22.99
Paperback 316 Pages / Published: 30/04/2019
  • We can order this

Usually dispatched within 2 weeks

  • This item has been added to your basket

Concepts, tools, and techniques to explore deep learning architectures and methodologies

Key FeaturesExplore advanced deep learning architectures using various datasets and frameworksImplement deep architectures for neural network models such as CNN, RNN, GAN, and many moreDiscover design patterns and different challenges for various deep learning architecturesBook Description

Deep learning architectures are composed of multilevel nonlinear operations that represent high-level abstractions; this allows you to learn useful feature representations from the data. This book will help you learn and implement deep learning architectures to resolve various deep learning research problems.

Hands-On Deep Learning Architectures with Python explains the essential learning algorithms used for deep and shallow architectures. Packed with practical implementations and ideas to help you build efficient artificial intelligence systems (AI), this book will help you learn how neural networks play a major role in building deep architectures. You will understand various deep learning architectures (such as AlexNet, VGG Net, GoogleNet) with easy-to-follow code and diagrams. In addition to this, the book will also guide you in building and training various deep architectures such as the Boltzmann mechanism, autoencoders, convolutional neural networks (CNNs), recurrent neural networks (RNNs), natural language processing (NLP), GAN, and more-all with practical implementations.

By the end of this book, you will be able to construct deep models using popular frameworks and datasets with the required design patterns for each architecture. You will be ready to explore the potential of deep architectures in today's world.

What you will learnImplement CNNs, RNNs, and other commonly used architectures with PythonExplore architectures such as VGGNet, AlexNet, and GoogLeNetBuild deep learning architectures for AI applications such as face and image recognition, fraud detection, and many moreUnderstand the architectures and applications of Boltzmann machines and autoencoders with concrete examples Master artificial intelligence and neural network concepts and apply them to your architectureUnderstand deep learning architectures for mobile and embedded systemsWho this book is for

If you're a data scientist, machine learning developer/engineer, or deep learning practitioner, or are curious about AI and want to upgrade your knowledge of various deep learning architectures, this book will appeal to you. You are expected to have some knowledge of statistics and machine learning algorithms to get the best out of this book

Publisher: Packt Publishing Limited
ISBN: 9781788998086
Number of pages: 316
Dimensions: 92 x 75 mm

You may also be interested in...

Understanding Machine Learning
Added to basket
Programming Computer Vision with Python
Added to basket
Superintelligence
Added to basket
£18.99
Hardback
The Elements of Statistical Learning
Added to basket
Thoughtful Machine Learning
Added to basket
Artificial Intelligence
Added to basket
Machine Learning for Hackers
Added to basket
Bayesian Reasoning and Machine Learning
Added to basket
Emotion: A Very Short Introduction
Added to basket
Computer Vision
Added to basket
Machine Learning
Added to basket
£39.99
Paperback
Introducing Artificial Intelligence
Added to basket
Dark Pools
Added to basket
£9.99
Paperback
Artificial Intelligence: The Basics
Added to basket

Please sign in to write a review

Your review has been submitted successfully.