Developing AI Applications An Introduction
ISBN 978-1-4932-2601-6 402 pages, 2024
E-book formats: EPUB, PDF, online
ISBN 978-1-4932-2602-3 402 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:
-
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.
-
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.
-
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:
-
Python
-
KNIME
-
ChatGPT
-
DALL-E
-
Artificial neural networks (ANN)
-
Decision trees
-
Convolutional layers
-
Transfer learning
-
Anomaly detection
-
Text and image classification
-
Cluster analysis
-
Reinforcement learning
You may also like:
-
Linux –
The Comprehensive Guide1178 pages, paperback
Beginner or expert, professional or hobbyist, this is the Linux guide you need! Install Linux and walk through the basics: working in the terminal, handling files and directories, using Bash, and more. Then get into the nitty-gritty details of configuring … More about the bookfrom $54.99
Available
E-book | Print edition | Bundle -
Implementing SAP Global Trade Services –
Edition for SAP HANA527 pages, hardcover
The new SAP GTS is here! Whether you’re performing a greenfield implementation or migrating from legacy SAP GTS, get the edition for SAP HANA up and running. Learn the ins and outs of the system, from activating SAP Fiori apps … More about the bookfrom $94.99
Available
E-book | Print edition | Bundle -
SAP Build –
No-Code Development, Centralized Access, and Process Automation801 pages, hardcover
The new SAP Build is here—dive into its tools for low-code and no-code development! Looking for a new development environment to create full stack applications? Learn how to implement SAP Build Apps! Need better tools to design and build a … More about the bookfrom $84.99
Available
E-book | Print edition | Bundle