Programming neural networks with Python

Name: Programming neural networks with Python
Brand: Rheinwerk Verlag
SKU: PRINT07
Price: 29.9 EUR
Availability: SoldOut
Rating: 5.0 (1 reviews)

Product number: PRINT07

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Programming neural networks with Python

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Product information "Programming neural networks with Python"

Neural networks are at the centre of attention when it comes to artificial intelligence and machine learning. They are currently revolutionising a wide range of applications, from strategy games to image and speech recognition. Neural networks harbour ingenious ideas that are fortunately easy to explain . Our experts will help you to understand neural networks and develop them yourself. To use them profitably, programme different types of networks yourself. You will do this in Python, the main language of the AI world. You will deal with maths and programming , but you do not need any specific prior knowledge. Everything is explained very clearly with numerous illustrations. A fascinating book that will give you an overview of the world of AI.

A quick start with all the Python and maths basics
Learning algorithms, activation functions, backpropagation
Incl. online learning environment and introduction to TensorFlow

Step by step to a trained AI model

Basics
The authors have prepared a learning environment to help you get started, explain all mathematical concepts from the ground up and start with simple neural networks. Python crash course included
Practice, practice, practice
The theory is really important in this case. But then you develop different types of networks yourself - and apply them to different problems.
Let the machines learn
Neural networks need to be trained, and it's all about the how! Learn by example how to avoid pitfalls, use training data skilfully, select tools and increase the hit rates of your models.

From the content

The basic idea behind neural networks
Building a simple neural network
Training neural networks
Supervised and unsupervised learning
Important mathematical principles
Reinforcement learning
Different types of networks and their areas of application
Back propagation
Deep learning
Introduction to TensorFlow
Tools for data scientists

Downloads

Reading sample

Zolltarifnummer:	85444290
Brand:	Rheinwerk Verlag
Country of Origin:	China
EAN:	9783367102549
Gross Weight (kg):	0.881
Manufacturer ID:	978-3-367-10254-9
Product ID:	PRINT07
Topic:	Python

Manufacturer information
Rheinwerk Verlag GmbH
Rheinwerkallee 4
DE 53227 Bonn
https://www.rheinwerk-verlag.de/
[email protected]

Person responsible for the EU
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Safety instructions

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1 review

7 October 2021 00:00

Sehr gute Einführung in die Th...

Sehr gute Einführung in die Thematik. Die Beispiele sind direkt nachvollziehbar. Installation der Anaconda-Umgebung und Jupyter verlief problemlos. Die Quellcodes sind als Jupyter-Notebooks verfügbar. Bin begeistert.