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Artificial Intelligence with Python Cookbook

You're reading from   Artificial Intelligence with Python Cookbook Proven recipes for applying AI algorithms and deep learning techniques using TensorFlow 2.x and PyTorch 1.6

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Product type Paperback
Published in Oct 2020
Publisher Packt
ISBN-13 9781789133967
Length 468 pages
Edition 1st Edition
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Authors (2):
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Ritesh Kumar Ritesh Kumar
Author Profile Icon Ritesh Kumar
Ritesh Kumar
Ben Auffarth Ben Auffarth
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Ben Auffarth
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Table of Contents (13) Chapters Close

Preface 1. Getting Started with Artificial Intelligence in Python 2. Advanced Topics in Supervised Machine Learning FREE CHAPTER 3. Patterns, Outliers, and Recommendations 4. Probabilistic Modeling 5. Heuristic Search Techniques and Logical Inference 6. Deep Reinforcement Learning 7. Advanced Image Applications 8. Working with Moving Images 9. Deep Learning in Audio and Speech 10. Natural Language Processing 11. Artificial Intelligence in Production 12. Other Books You May Enjoy

Simulating the spread of a disease

Pandemics such as smallpox, tuberculosis, and the Black Death have affected the human population significantly throughout history. As of 2020, Covid-19 is spreading through populations all over the world, and the politics and economics of getting the virus under control with little casualties have been widely discussed.

Regarding Covid-19, to libertarians, Sweden was, for some time, the poster child for how you didn't need a lockdown, although secondary factors such as having a high proportion of single-person households and a cultural tendency to social distance weren't taken into account. Recently, fatalities in Sweden have been on the rise, and its per capita rate is one of the highest recorded (https://www.worldometers.info/coronavirus/).

In the UK, the initial response was to rely on herd immunity, and the lockdown was declared only weeks after other countries had already imposed it. The National Health Service (NHS) were using makeshift...

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