Course schedule for the Artificial Intelligence Certificate Program, Northwestern University School of Professional Studies - Northwestern School of Professional Studies

Course Schedule

Below you will find a listing of courses. You can narrow your course search by day, location or instructor.

MSDS 462-DL : Computer Vision

Description

This course reviews deep learning methods for vision. Students work with raw image files, including digital representations of photographs, hand-written documents, x-rays, and sensor images. They process image data, converting pixels into numeric tensors for subsequent analysis and modeling. The course illustrates real-world applications for visual exploration, object recognition, image classification, facial recognition, remote sensing, navigation, and medical diagnostics. This is a project-based course with extensive programming assignments.

Recommended prior course: MSDS 458-DL Artificial Intelligence and Deep Learning.

Prerequisites: (1) MSDS 420-DL Database Systems or CIS 417 Database Systems Design and Implementation and (2) MSDS 422-DL Practical Machine Learning or CIS 435 Practical Data Science Using Machine Learning.