Spring 2022
> Computer Related
> MIST.6170
> 082
Course No: MIST.6170-082; SIS Class Nbr: 13365; SIS Term: 3130
Course Status: Registration Closed
Course Description
This is an advanced course on machine learning and data science for business. In this course, students learn how to analyze, design and develop machine learning techniques and tools for business analytics. Applications to both strategic and operational problems in today's data-driven ecosystem will be discussed. Topics include supervised learning, unsupervised learning, statistical learning, ensemble learning, model and performance evaluation, text feature learning, text analytics, artificial neural networks, deep neural networks, deep learning, and machine-learning and Al related privacy and ethical issues. The course will be taught using Python programing language.
Prerequisites, Notes & Instructor
- Prerequisites: MIST.6060 Business Intelligence & Data Mining, or Permission of Instructor.
- Credits: 3; Contact Hours: 3
- Instructor: Xiaobai Li
-
UMass Lowell Bookstore
When Offered & Tuition
- Online Course
- 2022 Spring: Mar 14 to May 07
- Course Level: Graduate
-
Tuition: $1965
- Note: There is a $30 per semester registration fee for credit courses.
Related Programs: M.S. in Business Analytics
Every effort has been made to ensure the accuracy of the information presented in this catalog. However, the Division of Graduate, Online & Professional Studies reserves the right to implement new rules and regulations and to make changes of any nature to its program, calendar, procedures, standards, degree requirements, academic schedules (including, without limitations, changes in course content and class schedules), locations, tuition and fees. Whenever possible, appropriate notice of such changes will be given before they become effective.