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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

The future of artificial intelligence and machine learning

Next, let's discuss the future of AI and machine learning in general. In my opinion, we will see the rise of the following key developments over the next few decades:

  • Artificial general intelligence
  • Automated machine learning

Artificial general intelligence

Artificial general intelligence (AGI) is defined as an artificial intelligence agent with the ability to perform any intellectual task that a human being can. Some researchers have made the distinction of weak AI versus strong AI, with weak AI being used to describe the level of AI today. AI agents today are mostly concerned with performing a single task. For example, we train AI agents to predict whether...

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