Neuronale Netze programmieren mit Python: Der Einstieg in KI, Machine Learning und Deep Learning. Mit KI-Lernumgebung, Python-Crashkurs, Keras und TensorFlow

Publisher

Rheinwerk Computing; 3. Edition (7. Januar 2025)

Publication Date

2025

Language

German

ISBN 10

3367102547

ISBN 13

9783367102549

Binding

Paperback

Condition

New

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About this title

Synopsis

Brilliant ideas explained simply: the understandable entry into the AI world Neural networks are the technology behind deep learning, machine learning and generative artificial intelligence such as ChatGPT. They are currently revolutionising a wide range of applications, from strategy games to image and voice recognition. Neural networks have ingenious ideas that can be easily explained fortunately.

Our experts help you understand and develop neural networks yourself. To use them profitably, reprogram different network types yourself. In Python, the main language of the AI world. You will deal with mathematics and programming, but do not need any concrete previous knowledge. Roland Schwaiger and Joachim Steinwendner explain everything particularly clearly with numerous illustrations. A fascinating book that brings you the perspective in the AI world. Complete in colour.

Get started quickly with all Python and math basics
Learning algorithms, activation functions, backpropagation, transformer networks.
Includes online learning environment and getting started with TensorFlow
Complete in colour, with numerous illustrations and graphics

From the contents:

The basic idea behind neural networks
Build a simple neural network
Train neural networks
Supervised and unsupervised learning
Introduction to TensorFlow
Compact Python Course
Important math basics
Reinforcement Learning
Various types of net and their applications.
Back Propagation
Deep Learning
Tools for Data Scientists

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