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Machine Learning for Analytics

SCH-MGMT

This course provides an introduction to topics in managerial data mining, and related data retrieval and manipulation content. Models in regression, clustering, neural nets, classification, and association rule mining are applied to business data sets. In this managerially-focused course, students will learn how to use such models and interpret output. Students will also be introduced to a programming language for extraction and manipulation of data. Experiential exercises will be assigned using leading industry applications.

Course Details

Fall 2025

This class is non-credit
Course Notes
U+ class; $85/term reg. fee + $925/credit. Refunds differ from Univ. day classes; see www.umass.edu/universityplus/resources/refund-policy. Coursework in statistics, such as SCH-MGMT 650, is required before taking this course

Machine Learning for Analytics

SCH-MGMT

This course provides an introduction to topics in managerial data mining, and related data retrieval and manipulation content. Models in regression, clustering, neural nets, classification, and association rule mining are applied to business data sets. In this managerially-focused course, students will learn how to use such models and interpret output. Students will also be introduced to a programming language for extraction and manipulation of data. Experiential exercises will be assigned using leading industry applications.

Course Details

Fall 2025

This class is non-credit
Course Notes
U+ class; $85/term reg. fee + $925/credit. Refunds differ from Univ. day classes; see www.umass.edu/universityplus/resources/refund-policy. Coursework in statistics, such as SCH-MGMT 650, is required before taking this course

Data Visualization in Business

SCH-MGMT

This course provides an introduction as well as hands-on experience in data visualization. Students will learn how to leverage data visualization for exploration and analysis. Students will be introduced to design principles for creating meaningful displays of quantitative and qualitative data to facilitate managerial decision-making. We will explore storytelling through a variety of mediums, including presentations and dashboards.

Course Details

Fall 2025

This class is non-credit
Course Notes
U+ class; $85/term reg. fee + $925/credit. Refunds differ from Univ. day classes; see www.umass.edu/universityplus/resources/refund-policy. Open to MSBA students only.

Data Visualization in Business

SCH-MGMT

This course provides an introduction as well as hands-on experience in data visualization. Students will learn how to leverage data visualization for exploration and analysis. Students will be introduced to design principles for creating meaningful displays of quantitative and qualitative data to facilitate managerial decision-making. We will explore storytelling through a variety of mediums, including presentations and dashboards.

Course Details

Fall 2025

This class is non-credit
Course Notes
U+ class; $85/term reg. fee + $925/credit. Refunds differ from Univ. day classes; see www.umass.edu/universityplus/resources/refund-policy. Open to MSBA students only.

Supply Chain Analytics

SCH-MGMT

Supply chain constitutes a core competency, spanning most business functions required for the delivery of products and services to consumers. Advances in information technology and analytics facilitate continued improvement in supply chain infrastructure and operations efficiency. This course will introduce fundamental concepts in supply chain management, IT-enabled supply chain operations, procurement management, production planning, inventory management, and logistics and transportation. The course involves the use of Excel to support decision making, the study of selected business case studies, and the use of a team-based supply chain simulation game.

Course Details

Fall 2025

This class is non-credit
Course Notes
U+ class; $85/term reg. fee + $925/credit. Refunds differ from Univ. day classes; see www.umass.edu/universityplus/resources/refund-policy. Open to MSBA students.

Mastering Agile Scrum

SCH-MGMT

This course will develop a student?s mastery of cutting-edge project management techniques in Agile and Scrum methodologies, technologies, and toolkits. The student will be able to successfully develop and manage Agile teams, apply sound judgement to appropriate method implementation, ensure project outcomes, and influence business stakeholders. The course will include practical experiential learning, in a teams-based setting, to lead and demonstrate various Agile and Scrum tools and techniques.

Course Details

Fall 2025

This class is non-credit
Course Notes
U+ class; $85/term reg. fee + $925/credit. Refunds differ from Univ. day classes; see www.umass.edu/universityplus/resources/refund-policy.

Mastering Agile Scrum

SCH-MGMT

This course will develop a student?s mastery of cutting-edge project management techniques in Agile and Scrum methodologies, technologies, and toolkits. The student will be able to successfully develop and manage Agile teams, apply sound judgement to appropriate method implementation, ensure project outcomes, and influence business stakeholders. The course will include practical experiential learning, in a teams-based setting, to lead and demonstrate various Agile and Scrum tools and techniques.

Course Details

Fall 2025

This class is non-credit
Course Notes
U+ class; $85/term reg. fee + $925/credit. Refunds differ from Univ. day classes; see www.umass.edu/universityplus/resources/refund-policy.

Statistics for Business

SCH-MGMT

This course provides an overview of statistical analysis and inference. The language and methods of statistics are used throughout the MBA curriculum, both in the classroom and in assigned readings. In addition, the language and methods of statistical analysis have permeated much of academic and professional writing as well as media reporting, both inside and beyond the business community. The goal is to present a broad introduction to statistical thinking, concepts, methods, and vocabulary. The course has an emphasis on business applications.

Course Details

Fall 2025

This class is non-credit
Course Notes
U+ class; $85/term reg. fee + $925/credit. Refunds differ from Univ. day classes; see www.umass.edu/universityplus/resources/refund-policy. Open to MSBA students.

Statistics for Business

SCH-MGMT

This course provides an overview of statistical analysis and inference. The language and methods of statistics are used throughout the MBA curriculum, both in the classroom and in assigned readings. In addition, the language and methods of statistical analysis have permeated much of academic and professional writing as well as media reporting, both inside and beyond the business community. The goal is to present a broad introduction to statistical thinking, concepts, methods, and vocabulary. The course has an emphasis on business applications.

Course Details

Fall 2025

This class is non-credit
Course Notes
U+ class; $85/term reg. fee + $925/credit. Refunds differ from Univ. day classes; see www.umass.edu/universityplus/resources/refund-policy. Open to MSBA students.

Statistics for Business

SCH-MGMT

This course provides an overview of statistical analysis and inference. The language and methods of statistics are used throughout the MBA curriculum, both in the classroom and in assigned readings. In addition, the language and methods of statistical analysis have permeated much of academic and professional writing as well as media reporting, both inside and beyond the business community. The goal is to present a broad introduction to statistical thinking, concepts, methods, and vocabulary. The course has an emphasis on business applications.

Course Details

Fall 2025

This class is non-credit
Course Notes
U+ class; $85/term reg. fee + $925/credit. Refunds differ from Univ. day classes; see www.umass.edu/universityplus/resources/refund-policy. Open to MSBA students.
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