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Artificial Intelligence By Example

You're reading from Artificial Intelligence By Example Develop machine intelligence from scratch using real artificial intelligence use cases

Product type Paperback

Published in May 2018

Publisher Packt

ISBN-13 9781788990547

Length 490 pages

Edition 1st Edition

Languages

Python

Tools

TensorFlow

Concepts

Artificial Intelligence

Author (1):

Denis Rothman

View More author details

Table of Contents (24) Chapters

Title Page

Dedication

Packt Upsell

Contributors

Preface

1. Become an Adaptive Thinker FREE CHAPTER

2. Think like a Machine

3. Apply Machine Thinking to a Human Problem

4. Become an Unconventional Innovator

5. Manage the Power of Machine Learning and Deep Learning

6. Don't Get Lost in Techniques – Focus on Optimizing Your Solutions

7. When and How to Use Artificial Intelligence

8. Revolutions Designed for Some Corporations and Disruptive Innovations for Small to Large Companies

9. Getting Your Neurons to Work

10. Applying Biomimicking to Artificial Intelligence

11. Conceptual Representation Learning

12. Automated Planning and Scheduling

13. AI and the Internet of Things (IoT)

14. Optimizing Blockchains with AI

15. Cognitive NLP Chatbots

16. Improve the Emotional Intelligence Deficiencies of Chatbots

17. Quantum Computers That Think

1. Answers to the Questions

Index

Questions

RBMs are based on directed graphs. (Yes | No)
The hidden units of an RBM are generally connected to each other. (Yes | No)
Random sampling is not used in an RBM. (Yes | No)
Is there a method to prevent gradients from vanishing in an RNN? (Yes | No)
LSTM cells never forget. (Yes | No)

word2vec transforms words into indexes along with their labels. (Yes | No)
PCA transforms dates into higher dimensions. (Yes | No)
In a covariance matrix, the eigenvector shows the direction of the vector, representing that matrix, and the eigenvalue shows the size of that vector. (Yes | No)
It is impossible to represent a human mind in a machine. (Yes | No)
A machine cannot learn concepts, which is why classical applied mathematics is enough to make efficient artificial intelligence programs for every field. (Yes | No)

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Authors (1)

Denis Rothman

Denis Rothman

Expert in AI Transformers including ChatGPT/GPT-4, Bestselling Author

See other products by Denis Rothman

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