This book serves as a starting point to understanding how AI is built, with the help of AI examples, from computer programs such as a simple chess engine to cognitive chatbots. In this edition . author Denis Rothman also has new examples for hybrid neural networks, combining reinforcement learning (RL) and deep learning (DL), chained algorithms, combining unsupervised learning with decision trees, random forests, combining DL and genetic algorithms, conversational user interfaces (CUI) for chatbots, neuromorphic computing, and quantum computing.
Author: Denis Rothman Publisher: Packt Publishing Date: February 2020 Pages: 578 ISBN: 978-1839211539 Print: 1839211539 Kindle: B084ZNNBNN Audience: developers interested in AI Level: Intermediate Category: Artificial Intelligence
- Apply k-nearest neighbors (KNN) to language translations and explore the opportunities in Google Translate
- Understand chained algorithms combining unsupervised learning with decision trees
- Solve the XOR problem with feedforward neural networks (FNN) and build its architecture to represent a data flow graph
- Learn about meta learning models with hybrid neural networks
- Create a chatbot and optimize its emotional intelligence deficiencies with tools such as Small Talk and data logging
- Building conversational user interfaces (CUI) for chatbots
- Writing genetic algorithms that optimize deep learning neural networks
- Build quantum computing circuits
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Street Coder (Manning)
Author: Sedat Kapanoglu Publisher: Manning Date: February 2022 Pages: 272 ISBN: 978-1617298370 Print: 1617298379 Kindle: B09Q3PJQC5 Audience: General Rating: 4 Reviewer: Ian Elliot Street Coder - sounds sort of tough but messy at the same time.
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Computer Concepts And Management Information Systems
Author: C.P Gupta and K. K. Goyal Publisher: Mercury Learning Pages: 250 ISBN:978-1683925866 Print:1683925866 Kindle: B08CVSHKG3 Audience: General Rating: 3 Reviewer: Kay Ewbank
This book is an introduction to the basics of what a computer is, what software is, and what management information syste [ ... ]
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