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Neural Network Projects with Python

You're reading from   Neural Network Projects with Python The ultimate guide to using Python to explore the true power of neural networks through six projects

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Product type Paperback
Published in Feb 2019
Publisher Packt
ISBN-13 9781789138900
Length 308 pages
Edition 1st Edition
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Author (1):
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James Loy James Loy
Author Profile Icon James Loy
James Loy
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Table of Contents (10) Chapters Close

Preface 1. Machine Learning and Neural Networks 101 FREE CHAPTER 2. Predicting Diabetes with Multilayer Perceptrons 3. Predicting Taxi Fares with Deep Feedforward Networks 4. Cats Versus Dogs - Image Classification Using CNNs 5. Removing Noise from Images Using Autoencoders 6. Sentiment Analysis of Movie Reviews Using LSTM 7. Implementing a Facial Recognition System with Neural Networks 8. What's Next? 9. Other Books You May Enjoy

AI in healthcare

Beyond predicting diabetes using machine learning, the field of healthcare, in general, is ripe for disruption by AI. According to a study by Accenture, the market for AI in healthcare is set for explosive growth, with an estimated compound annual growth rate of 40% by 2021. This significant growth is driven by a proliferation of AI and tech companies in healthcare.

Apple's chief executive officer, Tim Cook, believes that Apple can make significant contributions in healthcare. Apple's vision for disrupting healthcare can be exemplified by its developments in wearable technology. In 2018, Apple announced a new generation of smartwatches with active monitoring of cardiovascular health. Apple's smartwatches can now conduct electrocardiography in real time, and even warn you when your heart rate becomes abnormal, which is an early sign of cardiovascular...

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