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Codeless Deep Learning with KNIME - Septem

Codeless Deep Learning with KNIME
ebook
Autor: Kathrin Melcher, Rosaria Silipo
Tytuł oryginału: Codeless Deep Learning with KNIME
ISBN: 9781800562424
stron: 384, Format: ebook
Data wydania: 2020-11-27
Księgarnia: Septem

Cena książki: 159,00 zł

Dodaj do koszyka Codeless Deep Learning with KNIME

Tagi: Analiza danych | Python | Uczenie maszynowe

KNIME Analytics Platform is an open source software used to create and design data science workflows. This book is a comprehensive guide to the KNIME GUI and KNIME deep learning integration, helping you build neural network models without writing any code. It'll guide you in building simple and complex neural networks through practical and creative solutions for solving real-world data problems.

Starting with an introduction to KNIME Analytics Platform, you'll get an overview of simple feed-forward networks for solving simple classification problems on relatively small datasets. You'll then move on to build, train, test, and deploy more complex networks, such as autoencoders, recurrent neural networks (RNNs), long short-term memory (LSTM), and convolutional neural networks (CNNs). In each chapter, depending on the network and use case, you'll learn how to prepare data, encode incoming data, and apply best practices.

By the end of this book, you'll have learned how to design a variety of different neural architectures and will be able to train, test, and deploy the final network.

Dodaj do koszyka Codeless Deep Learning with KNIME

 

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Dodaj do koszyka Codeless Deep Learning with KNIME

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Dodaj do koszyka Codeless Deep Learning with KNIME

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