Course Descriptions and Schedule

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

MSDS 422-DL : Practical Machine Learning


Description

The course introduces machine learning with business applications. It provides a survey of machine learning techniques, including traditional statistical methods, resampling techniques, model selection and regularization, tree-based methods, principal components analysis, cluster analysis, artificial neural networks, and deep learning. Students implement machine learning models with open-source software for data science. They explore data and learn from data, finding underlying patterns useful for data reduction, feature analysis, prediction, and classification.

Prerequisites: MSDS 400-­-DL Math for Data Scientists, MSDS 401-­-DL Applied Statistics with R, and MSDS 402-­-DL Introduction to Data Science or MSDS 403-­-DL Data Science in Practice.

 


Spring 2021
Start/End DatesDay(s)TimeBuildingSection
03/29/21 - 06/06/21Optional Sync W
7 – 9:30 p.m. 55
InstructorCourse LocationStatusCAESAR Course ID
Fulton, Lawrence
Online
Open

Spring 2021
Start/End DatesDay(s)TimeBuildingSection
03/29/21 - 06/06/21Optional Sync Tu
7 – 9:30 p.m. 56
InstructorCourse LocationStatusCAESAR Course ID
Bharadwaj, Shreenidhi
Online
Open

Spring 2021
Start/End DatesDay(s)TimeBuildingSection
03/29/21 - 06/06/21Optional Sync M
7 – 9:30 p.m. 57
InstructorCourse LocationStatusCAESAR Course ID
Wedding, Donald
Online
Open

Spring 2021
Start/End DatesDay(s)TimeBuildingSection
03/29/21 - 06/06/21Optional Sync Th
7 – 9:30 p.m. 58
InstructorCourse LocationStatusCAESAR Course ID
Fulton, Lawrence
Online
Open

Summer 2021
Start/End DatesDay(s)TimeBuildingSection
06/21/21 - 08/29/21Optional Sync W
7 – 9:30 p.m. 55
InstructorCourse LocationStatusCAESAR Course ID
Fulton, Lawrence
Online
Open

Summer 2021
Start/End DatesDay(s)TimeBuildingSection
06/21/21 - 08/29/21Optional Sync Tu
7 – 9:30 p.m. 56
InstructorCourse LocationStatusCAESAR Course ID
Chaturvedi, Anil
Online
Open

Summer 2021
Start/End DatesDay(s)TimeBuildingSection
06/21/21 - 08/29/21Optional Sync M
7 – 9:30 p.m. 57
InstructorCourse LocationStatusCAESAR Course ID
Bharadwaj, Shreenidhi
Online
Open

Summer 2021
Start/End DatesDay(s)TimeBuildingSection
06/21/21 - 08/29/21Optional Sync Th
7 – 9:30 p.m. 58
InstructorCourse LocationStatusCAESAR Course ID
Fulton, Lawrence
Online
Open
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