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Artificial Intelligence By Example

You're reading from   Artificial Intelligence By Example Acquire advanced AI, machine learning, and deep learning design skills

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Product type Paperback
Published in Feb 2020
Publisher Packt
ISBN-13 9781839211539
Length 578 pages
Edition 2nd Edition
Languages
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Author (1):
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Denis Rothman Denis Rothman
Author Profile Icon Denis Rothman
Denis Rothman
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Table of Contents (23) Chapters Close

Preface 1. Getting Started with Next-Generation Artificial Intelligence through Reinforcement Learning 2. Building a Reward Matrix – Designing Your Datasets FREE CHAPTER 3. Machine Intelligence – Evaluation Functions and Numerical Convergence 4. Optimizing Your Solutions with K-Means Clustering 5. How to Use Decision Trees to Enhance K-Means Clustering 6. Innovating AI with Google Translate 7. Optimizing Blockchains with Naive Bayes 8. Solving the XOR Problem with a Feedforward Neural Network 9. Abstract Image Classification with Convolutional Neural Networks (CNNs) 10. Conceptual Representation Learning 11. Combining Reinforcement Learning and Deep Learning 12. AI and the Internet of Things (IoT) 13. Visualizing Networks with TensorFlow 2.x and TensorBoard 14. Preparing the Input of Chatbots with Restricted Boltzmann Machines (RBMs) and Principal Component Analysis (PCA) 15. Setting Up a Cognitive NLP UI/CUI Chatbot 16. Improving the Emotional Intelligence Deficiencies of Chatbots 17. Genetic Algorithms in Hybrid Neural Networks 18. Neuromorphic Computing 19. Quantum Computing 20. Answers to the Questions 21. Other Books You May Enjoy
22. Index

Planning and scheduling today and tomorrow

When Amazon decided to launch Prime Wardrobe, it brought a new service to its customers, enabling them to order, try out, and purchase clothing, shoes, and other accessories. The customer can establish a purchase plan. A purchase plan is a list of tasks to be carried out in a given time. An example of a purchase plan could be:

  • Filling a box with clothing
  • Trying on the clothing at home
  • Returning the clothing if it does not fit
  • Purchasing the items that are kept

Once the customer agrees to follow this plan, the time sequence becomes crucial:

  • First, a box must be chosen.
  • Then, there is a delivery period.
  • Then, there is a trial period (you cannot try the products forever). During this period, the customer can choose not to purchase anything.
  • Finally, the customer confirms the purchase.

Irrespective of whether Amazon Prime Wardrobe will remain a service in years to...

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