Price: $44.95 - $36.85
(as of Sep 30, 2024 19:53:15 UTC – Details)
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 PythonWork with neural networks, transfer learning, anomaly detection, reinforcement learning, and more
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.
PythonKNIMEChatGPTDALL-EArtificial neural networks (ANN) Decision treesConvolutional layersTransfer learningAnomaly detectionText and image classificationCluster analysisReinforcement learning
From the Publisher
Create your own AI applications, with your own data!
Use custom datasets to develop your own AI applications!
Artificial intelligence has already found its way into our daily lives and all signs point to AI becoming even more important in the future. If you understand how this technology works, you can identify new potential applications in your field. AI can evaluate, group, and classify your existing date and provide you with insights into future events.
In this book, you’ll learn about relevant AI methods and implement an application for each of these methods yourself. You will use the KNIME platform—ideal for integrating your own data from different sources and evaluating it using purely graphical programming. We also introduce you to the world of TensorFlow and AutoKeras and show you how to create applications using simple Python code. These tried-and-tested projects have proven to be effective, both to help you learn and to solve real-world problems.
You will enrich your skills with a modern toolbox that you can use for machine learning in fields such as data analysis, controlling, and engineering. All code examples are available for download; Jupyter notebooks make it easier to work with the material in the book. Get started with your own AI now!
KNIME and Python ChatGPT and DALL-E Artificial neural networks (ANN) Transfer learning Anomaly detection Text and image classification Cluster analysis Reinforcement learning
Inside the book:
This book is designed for anyone looking to get started creating basic AI applications. Prior knowledge of AI algorithms, platforms like KNIME, or the Python language are not required. The book will provide the building blocks you need to modify Python programs for your specific problems and datasets.
Practical, hands-on instructions for AI application development using no-code tools and PythonThe perfect mix of theory and applied knowledgeCoverage of key AI models and algorithmsComprehensive index to help you find what you’re looking forNumerous screenshots, illustrations, diagrams, tables, and info boxes with tipsAll exercises available for download with sample data, code, and Jupyter notebooks
Meet the author:
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. Metin also teaches programming, electrical engineering, project management, and other subjects at a technical school for vocational training. He is enthusiastic about researching cutting-edge technologies and combining theoretical understanding with practical experience.
Add to Cart
Add to Cart
Add to Cart
Add to Cart
Add to Cart
Customer Reviews
4.7 out of 5 stars
122
4.6 out of 5 stars
7
4.7 out of 5 stars
10
5.0 out of 5 stars
1
4.7 out of 5 stars
84
Price
$55.75$55.75 $45.27$45.27 $40.03$40.03 $31.99$31.99 $39.21$39.21
Publisher : Rheinwerk Computing; New edition (June 25, 2024)
Language : English
Paperback : 435 pages
ISBN-10 : 1493226010
ISBN-13 : 978-1493226016
Item Weight : 1.58 pounds
Dimensions : 7 x 1 x 10 inches
