Advanced Machine Learning

Course Search > MIST.6170

Course No: MIST.6170-082; SIS Class Nbr: 13365; SIS Term: 3130
Course Status: Open Added 11/2/21

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.
  • Special Notes:
  • Section Notes:
  • Credits: 3; Contact Hours: 3
  • Instructor: Xiaobai Li
  • UMass Lowell Bookstore

When Offered & Tuition

  • Online Course
  • Spring 2022: Mar 14 to May 07
  • Course Level: Graduate
  • Tuition: $1965
  • Note: There is a $30 per semester registration fee for credit courses.

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