TDWI Chicago 2019 has ended, sorry you missed it!

Join us for an upcoming conference, Strategy Summit, or check out our full calendar of training opportunities.

TDWI Chicago Conference

TH7 Hands-on Introduction to Deep Learning with Python, Keras, and Tensorflow

May 2, 2019

9:00 am - 5:00 pm

Duration: Full Day Course

Prerequisite: None

For people who are already familiar with machine learning and are looking to explore what deep neural networks are, this one-day hands-on course provides an introduction to deep learning. We will cover the basic theory of neural networks, how to implement them using open source libraries, and how to use them to solve classification and regression problems. In this course you will learn to how to build, train, and evaluate deep learning models to predict continuous and discrete quantities using well-tested and freely available Python libraries.

You Will Learn

  • What deep learning is and how it revolutionized machine learning in the last few years
  • How train a fully connected neural network to solve a classification problem
  • How to train a fully connected neural network to solve a regression problem
  • How to choose the network architecture, layers, nodes, and loss function
  • How a neural network learns using gradient descent and how to tune the learning rate
  • How to leverage open source libraries Keras and Tensorflow to build deep learning models

Lab Setup

Participants should download and install Miniconda Python 3.7 (https://conda.io/miniconda.html), and they should have access to the Internet during the workshop.

Instructions will be emailed to registrants prior to the event to prepare your laptop BEFORE the conference. There is no time allotted in class for laptop preparation.

* Enrollment is limited to 40 attendees.

Register Online

Rest easy—online registrations for this conference are secure. Our secured server environment keeps your information private.

TDWI Chicago

Hilton Chicago
Chicago, IL
April 28–May 3