Course Schedule

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

MSDS 453-DL : Natural Language Processing


Description

This course reviews natural language processing with a focus on recent developments in computational linguistics and machine learning. Students work with unstructured and semi-structured text from online sources, document collections, and databases. Students learn how to parse text into numeric vectors and to convert higher dimensional vectors into lower dimensional vectors for subsequent analysis and modeling. Applications include speech recognition, semantic processing, text classification, search, recommendation systems, sentiment analysis, and topic modeling. 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 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.


Fall 2024
Start/End DatesDay(s)TimeBuildingSection
09/24/24 - 12/14/24Sync Session Tu
7 – 9:30 p.m. 55
InstructorCourse LocationStatusCAESAR Course ID
Maren, Alianna
Online
Open

Fall 2024
Start/End DatesDay(s)TimeBuildingSection
09/24/24 - 12/14/24Sync Session W
7 – 9 p.m. 56
InstructorCourse LocationStatusCAESAR Course ID
Srinivasan, Syamala
Online
Open

Winter 2025
Start/End DatesDay(s)TimeBuildingSection
01/06/25 - 03/22/25Sync Session Tu
7 – 9:30 p.m. 55
InstructorCourse LocationStatusCAESAR Course ID
Maren, Alianna
Online
Open

Winter 2025
Start/End DatesDay(s)TimeBuildingSection
01/06/25 - 03/22/25Sync Session W
7 – 9:30 p.m. 56
InstructorCourse LocationStatusCAESAR Course ID
TBA
Online
Open

Spring 2025
Start/End DatesDay(s)TimeBuildingSection
03/31/25 - 06/13/25Sync Session Tu
7 – 9:30 p.m. 55
InstructorCourse LocationStatusCAESAR Course ID
Maren, Alianna
Online
Open

Spring 2025
Start/End DatesDay(s)TimeBuildingSection
03/31/25 - 06/13/25Sync Session W
7 – 9:30 p.m. 56
InstructorCourse LocationStatusCAESAR Course ID
Srinivasan, Syamala
Online
Open

Summer 2025
Start/End DatesDay(s)TimeBuildingSection
06/23/25 - 08/30/25Sync Session Tu
7 – 9:30 p.m. 55
InstructorCourse LocationStatusCAESAR Course ID
Maren, Alianna
Online
Open

Summer 2025
Start/End DatesDay(s)TimeBuildingSection
06/23/25 - 08/30/25Sync Session W
7 – 9:30 p.m. 56
InstructorCourse LocationStatusCAESAR Course ID
Srinivasan, Syamala
Online
Open

Summer 2025
Start/End DatesDay(s)TimeBuildingSection
06/23/25 - 08/30/25Sync Session W
7 – 9:30 p.m. 57
InstructorCourse LocationStatusCAESAR Course ID
Sleeman, Jennifer
Online
Open
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