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Codeless Deep Learning with KNIME

You're reading from   Codeless Deep Learning with KNIME Build, train, and deploy various deep neural network architectures using KNIME Analytics Platform

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Product type Paperback
Published in Nov 2020
Publisher Packt
ISBN-13 9781800566613
Length 384 pages
Edition 1st Edition
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Authors (3):
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Kathrin Melcher Kathrin Melcher
Author Profile Icon Kathrin Melcher
Kathrin Melcher
KNIME AG KNIME AG
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KNIME AG
Rosaria Silipo Rosaria Silipo
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Rosaria Silipo
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Toc

Table of Contents (16) Chapters Close

Preface 1. Section 1: Feedforward Neural Networks and KNIME Deep Learning Extension
2. Chapter 1: Introduction to Deep Learning with KNIME Analytics Platform FREE CHAPTER 3. Chapter 2: Data Access and Preprocessing with KNIME Analytics Platform 4. Chapter 3: Getting Started with Neural Networks 5. Chapter 4: Building and Training a Feedforward Neural Network 6. Section 2: Deep Learning Networks
7. Chapter 5: Autoencoder for Fraud Detection 8. Chapter 6: Recurrent Neural Networks for Demand Prediction 9. Chapter 7: Implementing NLP Applications 10. Chapter 8: Neural Machine Translation 11. Chapter 9: Convolutional Neural Networks for Image Classification 12. Section 3: Deployment and Productionizing
13. Chapter 10: Deploying a Deep Learning Network 14. Chapter 11: Best Practices and Other Deployment Options 15. Other Books You May Enjoy

Questions and Exercises

  1. Which kind of nodes can you use to add input fields to a composite view?

    a) Configuration nodes

    b) Widget nodes

    c) View nodes

    d) Container input nodes

  2. How can you create a composite view?

    a) By selecting some nodes, right-clicking, and selecting Create Metanode

    b) By selecting some view or widget nodes, right-clicking, and selecting Create Metanode

    c) By selecting some view or widget nodes, right-clicking, and selecting Create Component

    d) By right-clicking anywhere in the workflow and selecting Create Component

  3. How can you define the layout of a composite view?

    a) Right-click on a component and select Component | Layout.

    b) Double-click on a component and go to the Layout tab in the configuration window.

    c) Go inside a component and click on the Layout button in the toolbar.

    d) Right-click on a component and select Layout.

  4. Which node can be used to define the input and output of a REST service?

    a) Configuration nodes

    b) Widget nodes

    c) View nodes

    d) Container...

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