Deep Learning with Structured Data : An Online Free Workshop
Learn how to use deep learning on structured data on this online free workshop!
Deep learning offers the potential to identify complex patterns and relationships hidden in data of all sorts.
The new book “Deep Learning with Structured Data” shows you how to apply powerful deep learning analysis techniques to the kind of structured, tabular data you’ll find in the relational databases that real-world businesses depend on.
Filled with practical, relevant applications, this book teaches you how deep learning can augment your existing machine learning and business intelligence systems.
On this free workshop, we will go through some examples from the book.
Things to be covered
– Cleaning up a messy, real-world dataset so that is is ready to train a deep learning model
– Defining a deep learning model for a tabular dataset using the Keras functional API
– Harnessing Keras callbacks to get the most out of your model training cycles
– Deploying a trained deep learning model using in a simple web application using Flask
About our speaker/instructor
Mark Ryan is a machine learning practitioner and technology manager with a broad experience in business. Mark is passionate about delivering end-to-end applications of deep learning, including lightweight, practical deployments of deep learning models to solve real-world problems.
Mark has a degree in Computer Science from the University of Waterloo and a Master of Science in Computer Science from the University of Toronto.