Advanced Machine Learning

Course Search > Computer Related > MIST.6170

Course No: MIST.6170-082; SIS Class Nbr: 5746; SIS Term: 3230
Course Status: Open

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 programming 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
  • Spring 2023: Mar 13 to May 06
  • Course Level: Graduate
  • Tuition: $1965
  • Note: There is a $30 per semester registration fee for credit courses.

Related Programs: M.S. in Business Analytics

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