Course Descriptions and Schedule

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

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 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.


Summer 2022
Start/End DatesDay(s)TimeBuildingSection
06/20/22 - 08/27/22Optional Sync Tu
7 – 9:30 p.m. 55
InstructorCourse LocationStatusCAESAR Course ID
Maren, Alianna
Online
Open

Summer 2022
Start/End DatesDay(s)TimeBuildingSection
06/20/22 - 08/27/22Optional Sync W
7 – 9:30 p.m. 56
InstructorCourse LocationStatusCAESAR Course ID
Srinivasan, Syamala
Online
Open

Fall 2022
Start/End DatesDay(s)TimeBuildingSection
09/20/22 - 12/10/22Optional Sync Tu
7 – 9:30 p.m. 55
InstructorCourse LocationStatusCAESAR Course ID
Maren, Alianna
Online
Open

Fall 2022
Start/End DatesDay(s)TimeBuildingSection
09/20/22 - 12/10/22Optional Sync M
7 – 9:30 p.m. 56
InstructorCourse LocationStatusCAESAR Course ID
Srinivasan, Syamala
Online
Open

Fall 2022
Start/End DatesDay(s)TimeBuildingSection
09/20/22 - 12/10/22Optional Sync Days: TBA
7 – 9:30 p.m. 57
InstructorCourse LocationStatusCAESAR Course ID
TBA
Online
Open

Winter 2023
Start/End DatesDay(s)TimeBuildingSection
01/03/23 - 03/18/23Optional Sync Tu
7 – 9:30 p.m. 55
InstructorCourse LocationStatusCAESAR Course ID
Maren, Alianna
Online
Open

Winter 2023
Start/End DatesDay(s)TimeBuildingSection
01/03/23 - 03/18/23Optional Sync W
7 – 9:30 p.m. 56
InstructorCourse LocationStatusCAESAR Course ID
Srinivasan, Syamala
Online
Open

Winter 2023
Start/End DatesDay(s)TimeBuildingSection
01/03/23 - 03/18/23Optional Sync Days: TBA
7 – 9:30 p.m. 57
InstructorCourse LocationStatusCAESAR Course ID
TBA
Online
Open

Spring 2023
Start/End DatesDay(s)TimeBuildingSection
03/27/23 - 06/10/23Optional Sync Tu
7 – 9:30 p.m. 55
InstructorCourse LocationStatusCAESAR Course ID
Maren, Alianna
Online
Open

Spring 2023
Start/End DatesDay(s)TimeBuildingSection
03/27/23 - 06/10/23Optional Sync W
7 – 9:30 p.m. 56
InstructorCourse LocationStatusCAESAR Course ID
Srinivasan, Syamala
Online
Open

Spring 2023
Start/End DatesDay(s)TimeBuildingSection
03/27/23 - 06/10/23Optional Sync Days: TBA
7 – 9:30 p.m. 57
InstructorCourse LocationStatusCAESAR Course ID
TBA
Online
Open

Summer 2023
Start/End DatesDay(s)TimeBuildingSection
06/20/23 - 08/26/23Optional Sync Tu
7 – 9:30 p.m. 55
InstructorCourse LocationStatusCAESAR Course ID
Maren, Alianna
Online
Open

Summer 2023
Start/End DatesDay(s)TimeBuildingSection
06/20/23 - 08/26/23Optional Sync W
7 – 9:30 p.m. 56
InstructorCourse LocationStatusCAESAR Course ID
Srinivasan, Syamala
Online
Open
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