Künstliche Intelligenz kapieren & programmieren: Visuell lernen & verstehen mit Illustrationen und Projekten zum Experimentieren - Softcover

Weigend, Michael

Softcover

ISBN 10: 3747506526 ISBN 13: 9783747506523

Publisher: MITP Verlags GmbH, 2023

Synopsis

• Programming neural networks yourself without prior knowledge
• Exciting projects from chatbots to image recognition
• All basics explained using pictures and examples in easy to understand

Want to know what's behind artificial intelligence and neural networks and write your own self-learning programs?

In this book you will learn with clear explanations and many pictures how AI works and how you can easily program neural networks yourself. You do not need any previous knowledge. All the necessary mathematical concepts are explained from the ground up and very vividly. By the way, you will receive an introduction to the Python programming language.

In each chapter, exciting projects await you from first small programs such as a self-learning currency calculator to practical image recognition.

Thinking tasks and programming exercises with downloadable solutions help you test and deepen your knowledge. So you will learn step by step how to develop and train your own artificial neural networks with simple programming techniques.

From the contents

• Decision Trees
• Supervised and unsupervised learning
• clustering
• perceptron
• Make predictions
• Data visualization with matplotlib
• Program and train neural networks
• Activation functions
• Hidden Layers
• Calculations with NumPy
• Image recognition
• Python Imaging Library (PIL)
• Computer Vision
• Mathematical Glossary

Edition details

• Publisher: MITP Verlags GmbH
• Publication date: 2023
• Language: German
• ISBN 10: 3747506526
• ISBN 13: 9783747506523
• Binding: Perfect Paperback