Description: Further DetailsTitle: Neural Network Projects with PythonCondition: NewSubtitle: The ultimate guide to using Python to explore the true power of neural networks through six projectsISBN-10: 1789138906EAN: 9781789138900ISBN: 9781789138900Publisher: Packt Publishing LimitedFormat: PaperbackRelease Date: 02/28/2019Description: Build your Machine Learning portfolio by creating 6 cutting-edge Artificial Intelligence projects using neural networks in PythonKey FeaturesDiscover neural network architectures (like CNN and LSTM) that are driving recent advancements in AIBuild expert neural networks in Python using popular libraries such as KerasIncludes projects such as object detection, face identification, sentiment analysis, and moreBook Description Neural networks are at the core of recent AI advances, providing some of the best resolutions to many real-world problems, including image recognition, medical diagnosis, text analysis, and more. This book goes through some basic neural network and deep learning concepts, as well as some popular libraries in Python for implementing them. It contains practical demonstrations of neural networks in domains such as fare prediction, image classification, sentiment analysis, and more. In each case, the book provides a problem statement, the specific neural network architecture required to tackle that problem, the reasoning behind the algorithm used, and the associated Python code to implement the solution from scratch. In the process, you will gain hands-on experience with using popular Python libraries such as Keras to build and train your own neural networks from scratch. By the end of this book, you will have mastered the different neural network architectures and created cutting-edge AI projects in Python that will immediately strengthen your machine learning portfolio.What you will learnLearn various neural network architectures and its advancements in AIMaster deep learning in Python by building and training neural networkMaster neural networks for regression and classificationDiscover convolutional neural networks for image recognitionLearn sentiment analysis on textual data using Long Short-Term MemoryBuild and train a highly accurate facial recognition security systemWho this book is for This book is a perfect match for data scientists, machine learning engineers, and deep learning enthusiasts who wish to create practical neural network projects in Python. Readers should already have some basic knowledge of machine learning and neural networks.Language: EnglishCountry/Region of Manufacture: GBItem Height: 93mmItem Length: 75mmAuthor: James LoyGenre: Computing & InternetRelease Year: 2019 Missing Information?Please contact us if any details are missing and where possible we will add the information to our listing.
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Book Title: Neural Network Projects with Python
Title: Neural Network Projects with Python
Subtitle: The ultimate guide to using Python to explore the true power of n
ISBN-10: 1789138906
EAN: 9781789138900
ISBN: 9781789138900
Release Date: 02/28/2019
Release Year: 2019
Country/Region of Manufacture: GB
Item Height: 93mm
Genre: Computing & Internet
Number of Pages: 308 Pages
Publication Name: Neural Network Projects with Python : The Ultimate Guide to Using Python to Explore the True Power of Neural Networks Through Six Projects
Language: English
Publisher: Packt Publishing, The Limited
Publication Year: 2019
Subject: Machine Theory, Intelligence (Ai) & Semantics, Neural Networks, Programming Languages / Python
Type: Textbook
Item Length: 3.6 in
Author: James Loy
Subject Area: Computers
Item Width: 3 in
Format: Trade Paperback