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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 453-DL : Natural Language Processing


Description

A comprehensive review of text analytics and 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. Using methods of artificial intelligence and machine learning, 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, relevant 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 2019
Start/End DatesDay(s)TimeBuildingSection
06/24/19 - 09/01/19Optional Sync Tu
7 – 9:30 p.m. 55
InstructorCourse LocationStatusCAESAR Course ID
Maren, Alianna
Online
Open

Fall 2019
Start/End DatesDay(s)TimeBuildingSection
09/24/19 - 12/08/19Optional Sync Tu
7 – 9:30 p.m. 55
InstructorCourse LocationStatusCAESAR Course ID
Maren, Alianna
Online
Open

Fall 2019
Start/End DatesDay(s)TimeBuildingSection
09/24/19 - 12/08/19Optional Sync W
7 – 9:30 p.m. 56
InstructorCourse LocationStatusCAESAR Course ID
Miller, Thomas
Online
Open

Winter 2020
Start/End DatesDay(s)TimeBuildingSection
01/06/20 - 03/15/20Optional Sync Tu
7 – 9:30 p.m. 55
InstructorCourse LocationStatusCAESAR Course ID
Miller, Thomas
Online
Open

Winter 2020
Start/End DatesDay(s)TimeBuildingSection
01/06/20 - 03/15/20Optional Sync W
7 – 9:30 p.m. 56
InstructorCourse LocationStatusCAESAR Course ID
Miller, Thomas
Online
Open

Spring 2020
Start/End DatesDay(s)TimeBuildingSection
03/30/20 - 06/07/20Optional Sync Tu
7 – 9:30 p.m. 55
InstructorCourse LocationStatusCAESAR Course ID
Miller, Thomas
Online
Open

Spring 2020
Start/End DatesDay(s)TimeBuildingSection
03/30/20 - 06/07/20Optional Sync W
7 – 9:30 p.m. 56
InstructorCourse LocationStatusCAESAR Course ID
TBA
Online
Open
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