Goal and Structure of this Book

In this book, our aim is to provide you with a strong theoretical basis about deep learning architectures and training paradigms, as well as some detailed codeless experience of their implementations for solving practical case studies based on real-world data.

For this journey, we have adopted the codeless tool, KNIME Analytics Platform. KNIME Analytics Platform is based on visual programming and exploits a user-friendly GUI to make data analytics a more affordable task without the barrier of coding. As with many other external extensions, KNIME Analytics Platform has integrated the Keras libraries under this same GUI, thus including deep learning as part of its list of codeless extensions. From within KNIME Analytics Platform, you can build, train, and test a deep learning architecture with just a few drag and drops and a few clicks of the mouse. We provided a little introduction to the tool in this chapter, but we will provide more detailed information...