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Bibliographic Details

Title: Eigene KI-Anwendungen programmieren: Ihr ...

Publisher: Rheinwerk Verlag GmbH

Publication Date: 2024

Binding: Soft cover

Condition: good

About this title

Synopsis:

Create your own AI applications and use your own data with freely available technology, local hardware, and no programming skills AI technology is becoming more accessible at a breathtaking pace. With this book you will learn about relevant AI procedures and implement an application yourself for each of these procedures. For this purpose, use the data science platform KNIME – ideal for integrating your own data from different sources and evaluating them with purely graphic programming. With exercises and pattern solutions for each procedure.

Plus, we'll introduce you to the world of TensorFlow and Keras and show you how to build applications in simple Python. All projects presented are tried and tested in vocational education and have proven to be effective.

Enrich your skills with a modern toolbox that allows you to use machine learning in data analysis, controlling and many other fields of application.

All code examples for download; Jupyter notebooks make it easier to work with the material to the book. Start now with your own AI!

From the contents:

Installation and configuration
Work with different data sources
Image recognition
Classification Tasks
Convolutional Neural Networks
Transfer Learning
Time Series Analyses
Generate texts
Unsupervised Learning
Reinforcement Learning
Data analysis with KNIME
Evolutionary Algorithms
ChatGPT and DALL-E

"About this title" may belong to another edition of this title.

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