Table of Contents
Preface
Section 1: Feedforward Neural Networks and KNIME Deep Learning Extension
Chapter 1: Introduction to Deep Learning with KNIME Analytics Platform
The Importance of Deep Learning
Exploring KNIME Software
KNIME Analytics Platform
KNIME Server for the Enterprise
Exploring KNIME Analytics Platform
Useful Links and Materials
Build and Execute Your First Workflow
Installing KNIME Deep Learning – Keras Integration
Installing the Keras and TensorFlow Nodes
Setting up the Python Environment
Goal and Structure of this Book
Summary
Chapter 2: Data Access and Preprocessing with KNIME Analytics Platform
Accessing Data
Reading Data from Files
Data Types and Conversions
Transforming Data
Parameterizing the Workflow
Summary
Questions ...
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