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Course Schedule

Data Science

Course Descriptions and Schedule

Please note that course schedules may be amended due to low enrollment, faculty availability, and/or other factors.

MSDS 458-DL : Artificial Intelligence and Deep Learning


Description

An introduction to the field of artificial intelligence, this course illustrates probability-rule-based generative models as well as discriminative models that learn from training data. The course reviews applications of artificial intelligence and deep learning in vision and language processing. Students learn best practices for building supervised learning models and, in particular, deep neural networks for classification and regression. Students also learn about feature engineering, autoencoders, and strategies of unsupervised and semi-supervised learning, as well as reinforcement learning. This is a project-based course with extensive programming assignments.

This is a required course for the Artificial Intelligence specialization.

Prerequisites: (1) MSDS 420-DL Database Systems and Data Preparation 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.


Spring 2020
Start/End DatesDay(s)TimeBuildingSection
04/06/20 - 06/13/20Optional Sync W
7 – 9:30 p.m. 55
InstructorCourse LocationStatusCAESAR Course ID
Maren, Alianna
Online
Open

Spring 2020
Start/End DatesDay(s)TimeBuildingSection
04/06/20 - 06/13/20Optional Sync Tu
7 – 9:30 p.m. 56
InstructorCourse LocationStatusCAESAR Course ID
Srinivasan, Syamala
Online
Open

Spring 2020
Start/End DatesDay(s)TimeBuildingSection
04/06/20 - 06/13/20Optional Sync Tu
7 – 9:30 p.m. 57
InstructorCourse LocationStatusCAESAR Course ID
Arroyo, Edward
Online
Open

Summer 2020
Start/End DatesDay(s)TimeBuildingSection
06/22/20 - 08/29/20Optional Sync Tu
7 – 9:30 p.m. 55
InstructorCourse LocationStatusCAESAR Course ID
Arroyo, Edward
Online
Open

Summer 2020
Start/End DatesDay(s)TimeBuildingSection
06/22/20 - 08/29/20Optional Sync W
7 – 9:30 p.m. 56
InstructorCourse LocationStatusCAESAR Course ID
Srinivasan, Syamala
Online
Open

Fall 2020
Start/End DatesDay(s)TimeBuildingSection
09/22/20 - 12/06/20Optional Sync W
7 – 9:30 p.m. 55
InstructorCourse LocationStatusCAESAR Course ID
Maren, Alianna
Online
Open

Fall 2020
Start/End DatesDay(s)TimeBuildingSection
09/22/20 - 12/06/20Optional Sync Th
7 – 9:30 p.m. 56
InstructorCourse LocationStatusCAESAR Course ID
Bastian, Nathan
Online
Open

Fall 2020
Start/End DatesDay(s)TimeBuildingSection
09/22/20 - 12/06/20Optional Sync W
7 – 9:30 p.m. 57
InstructorCourse LocationStatusCAESAR Course ID
Srinivasan, Syamala
Online
Open

Winter 2021
Start/End DatesDay(s)TimeBuildingSection
01/04/21 - 03/14/21Optional Sync W
7 – 9:30 p.m. 55
InstructorCourse LocationStatusCAESAR Course ID
Maren, Alianna
Online
Open

Winter 2021
Start/End DatesDay(s)TimeBuildingSection
01/04/21 - 03/14/21Optional Sync Tu
7 – 9:30 p.m. 56
InstructorCourse LocationStatusCAESAR Course ID
Arroyo, Edward
Online
Open

Winter 2021
Start/End DatesDay(s)TimeBuildingSection
01/04/21 - 03/14/21Optional Sync W
7 – 9:30 p.m. 57
InstructorCourse LocationStatusCAESAR Course ID
Srinivasan, Syamala
Online
Open
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