Developing AI Applications
ISBN 978-1-4932-2601-6 400 pages, 2024
E-book formats: EPUB, PDF, online
ISBN 978-1-4932-2602-3 400 pages, 2024, Print edition paperback
E-book formats: EPUB, PDF, online
ISBN 978-1-4932-2603-0
- Learn to program your own AI applications—even if you’ve never coded before!
- Get started without code using the KNIME platform and then expand your skills by programming with basic Python
- Work with neural networks, transfer learning, anomaly detection, reinforcement learning, and more
In this book, you'll learn about:
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AI Algorithms
Understand the theory and structure behind the most useful AI models and methods and how they can be used to solve problems. Learn about artificial neural networks, anomaly detections, cluster analysis, text and image classification, reinforcement learning, and other algorithms.
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Tools and Platforms
Install and use AI platforms like KNIME and Anaconda. See how tools like ChatGPT and libraries like XGBoost can enhance your AI applications.
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Practical Exercises
Get step-by-step instructions for creating AI applications, whether you’re implementing them with no code on the KNIME platform or programming them using basic Python.
Highlights include:
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Python
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KNIME
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ChatGPT
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DALL-E
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Artificial neural networks (ANN)
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Decision trees
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Convolutional layers
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Transfer learning
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Anomaly detection
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Text and image classification
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Cluster analysis
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Reinforcement learning
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