Use custom datasets to develop your own AI applications!

Developing AI Applications

written by
approx. $39.99

Pre-order now

approx. $44.95

Pre-order now

approx. $49.99

Pre-order now

Print edition E-book Bundle
435 pages, , Print edition paperback
ISBN 978-1-4932-2601-6
435 pages,
E-book formats: EPUB, PDF, online
ISBN 978-1-4932-2602-3
435 pages, , Print edition paperback
E-book formats: EPUB, PDF, online
ISBN 978-1-4932-2603-0
It’s time to get practical about AI. Move past playing around with chatbots and plugging your data into others’ applications—learn how to create your own! Walk through key AI methods like decision trees, convolutional layers, cluster analysis, and more. Get your hands dirty with simple no-code exercises and then apply that knowledge to more complex (but still beginner-friendly!) examples. With information on installing KNIME and using tools like AutoKeras, ChatGPT, and DALL-E, this guide will let you do more with AI!
  • 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
About the Book About the E-book 435 pages, paperback. Including sample data, code, and Jupyter notebooks. Reference book format 7 x 10 in. Printed black and white on 60# offset paper from sustainable sources. Reader-friendly serif font (TheAntiquaB 9.5 Pt.). One-column layout. E-book in full color. PDF and EPUB files for download, DRM-free with personalized digital watermark. Copy and paste, bookmarks, and print-out permitted. Table of contents, in-text references, and index fully linked. Including online book edition in dedicated reader application.

In this book, you'll learn about:

  1. 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.

  2. 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.

  3. 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
  • ChatGPT
  • DALL-E
  • Artificial neural networks (ANN)
  • Decision trees
  • Convolutional layers
  • Transfer learning
  • Anomaly detection
  • Text and image classification
  • Cluster analysis
  • Reinforcement learning

Metin Karatas is an electrical and information technology engineer. He was the first person to teach AI when it was established as a subject in Bavarian schools and he’s a member of the AI curriculum commission in Bavaria.

more >

You may also like:

  • Cover of Python for Engineering and Scientific Computing

    Python for Engineering and Scientific Computing

    Veit Steinkamp

    511 pages, paperback

    It’s finally here—your guide to Python for engineers and scientists, by an engineer and scientist! Get to know your development environments and the key Python modules you’ll need: NumPy, SymPy, SciPy, Matplotlib, and VPython. Understand basic Python program structures and More about the book

    approx. $54.99

    Pre-order now
    Available on 03/27/2024

    E-book | Print edition | Bundle
  • Cover of Machine Learning with SAP

    Machine Learning with SAP
    Models and Applications

    Laboni Bhowmik, Avijit Dhar, Ranajay Mukherjee

    495 pages, hardcover

    Work smarter with machine learning! Begin with core machine learning concepts—types of learning, algorithms, data preparation, and more. Then use SAP Data Intelligence, SAP HANA, and other technologies to create your own machine learning applications. Master the SAP HANA Predictive More about the book



  • Cover of SAP Data Intelligence

    SAP Data Intelligence
    The Comprehensive Guide

    Dharma Teja Atluri, Devraj Bardhan, Santanu Ghosh, Snehasish Ghosh, Arindom Saha

    783 pages, hardcover

    Manage your data landscape with SAP Data Intelligence! Begin by understanding its architecture and capabilities and then see how to set up and install SAP Data Intelligence with step-by-step instructions. Walk through SAP Data Intelligence applications and learn how to More about the book

    from $84.99


    E-book | Print edition | Bundle