STAT 654 - Introduction to Applied Deep Learning

Units: 2
Introduction to neural networks and deep neural networks, training a prediction model, avoiding over-fitting, tuning. Prediction and classification problems. Using R packages or Python to connect to h20, tensorflow, keras. Report Writing.

Prerequisites: STAT 632.
Co-requisites:

Possible Instructional Methods: Entirely On-ground.
Grading: ABC/NC grading only.