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Business Data Analysis

OIM

This course introduces fundamental concepts and computations for statistical analysis of business data and real-world problems with an emphasis on understanding and interpreting statistical information, and using it to form sound judgments in business situations. The course covers basic descriptive statistical methods, sampling methodology, how to draw inferences from samples to larger populations and how to make predictions based upon historical relationships between variables. Theoretical background in descriptive and inferential statistical methods will be used support knowledge of the appropriate statistical test to perform in a given situation. The statistical methods that are covered in the course equip the student with the analytic reasoning and quantitative arguments that applies to all areas of business and management.

Course Details

Spring 2026

This class is non-credit
Course Notes
Once the course reaches enrollment capacity please monitor the course via SPIRE for seat availability. If you add yourself to the SPIRE waitlist, please ensure you do not enroll in a course that conflicts with this course. Enrollment in this class is managed by the Isenberg Undergraduate Programs Office. Please do not contact the instructor with enrollment inquiries. Please direct questions to the Isenberg Undergraduate Programs Office at undergrad@isenberg.umass.edu. Isenberg majors graduating this semester and unable to enroll in the course should contact Meghan Smith at msmith@isenberg.umass.edu as soon as possible.

Business Data Analysis

OIM

This course introduces fundamental concepts and computations for statistical analysis of business data and real-world problems with an emphasis on understanding and interpreting statistical information, and using it to form sound judgments in business situations. The course covers basic descriptive statistical methods, sampling methodology, how to draw inferences from samples to larger populations and how to make predictions based upon historical relationships between variables. Theoretical background in descriptive and inferential statistical methods will be used support knowledge of the appropriate statistical test to perform in a given situation. The statistical methods that are covered in the course equip the student with the analytic reasoning and quantitative arguments that applies to all areas of business and management.

Course Details

Spring 2026

This class is non-credit
Course Notes
Once the course reaches enrollment capacity please monitor the course via SPIRE for seat availability. If you add yourself to the SPIRE waitlist, please ensure you do not enroll in a course that conflicts with this course. Enrollment in this class is managed by the Isenberg Undergraduate Programs Office. Please do not contact the instructor with enrollment inquiries. Please direct questions to the Isenberg Undergraduate Programs Office at undergrad@isenberg.umass.edu. Isenberg majors graduating this semester and unable to enroll in the course should contact Meghan Smith at msmith@isenberg.umass.edu as soon as possible.

Business Data Analysis

OIM

This course introduces fundamental concepts and computations for statistical analysis of business data and real-world problems with an emphasis on understanding and interpreting statistical information, and using it to form sound judgments in business situations. The course covers basic descriptive statistical methods, sampling methodology, how to draw inferences from samples to larger populations and how to make predictions based upon historical relationships between variables. Theoretical background in descriptive and inferential statistical methods will be used support knowledge of the appropriate statistical test to perform in a given situation. The statistical methods that are covered in the course equip the student with the analytic reasoning and quantitative arguments that applies to all areas of business and management.

Course Details

Spring 2026

This class is non-credit
Course Notes
Once the course reaches enrollment capacity please monitor the course via SPIRE for seat availability. If you add yourself to the SPIRE waitlist, please ensure you do not enroll in a course that conflicts with this course. Enrollment in this class is managed by the Isenberg Undergraduate Programs Office. Please do not contact the instructor with enrollment inquiries. Please direct questions to the Isenberg Undergraduate Programs Office at undergrad@isenberg.umass.edu. Isenberg majors graduating this semester and unable to enroll in the course should contact Meghan Smith at msmith@isenberg.umass.edu as soon as possible.

Business Data Analysis

OIM

This course introduces fundamental concepts and computations for statistical analysis of business data and real-world problems with an emphasis on understanding and interpreting statistical information, and using it to form sound judgments in business situations. The course covers basic descriptive statistical methods, sampling methodology, how to draw inferences from samples to larger populations and how to make predictions based upon historical relationships between variables. Theoretical background in descriptive and inferential statistical methods will be used support knowledge of the appropriate statistical test to perform in a given situation. The statistical methods that are covered in the course equip the student with the analytic reasoning and quantitative arguments that applies to all areas of business and management.

Course Details

Spring 2026

This class is non-credit
Course Notes
U+ class; $85/term reg. fee + $550/credit. Refunds differ from Univ. day classes; see www.umass.edu/universityplus/resources/refund-policy.

Introduction to Business Information Systems

OIM

Examines information technology from a business enterprise perspective. Topics include: the components and development of business information technology systems, their use in enhancing and facilitating management practices and decision making and their impact on management decisions.

Course Details

Spring 2026

This class is non-credit
Course Notes
Once the course reaches enrollment capacity please monitor the course via SPIRE for seat availability. If you add yourself to the SPIRE wait list, please ensure you do not enroll in a course that conflicts with this course. Isenberg majors graduating this semester and unable to enroll in the course should contact Meghan Smith at msmith@isenberg.umass.edu as soon as possible.

Introduction to Business Information Systems

OIM

Examines information technology from a business enterprise perspective. Topics include: the components and development of business information technology systems, their use in enhancing and facilitating management practices and decision making and their impact on management decisions.

Course Details

Spring 2026

This class is non-credit
Course Notes
Once the course reaches enrollment capacity please monitor the course via SPIRE for seat availability. If you add yourself to the SPIRE wait list, please ensure you do not enroll in a course that conflicts with this course. Isenberg majors graduating this semester and unable to enroll in the course should contact Meghan Smith at msmith@isenberg.umass.edu as soon as possible.

Introduction to Business Information Systems

OIM

Examines information technology from a business enterprise perspective. Topics include: the components and development of business information technology systems, their use in enhancing and facilitating management practices and decision making and their impact on management decisions.

Course Details

Spring 2026

This class is non-credit
Course Notes
Once the course reaches enrollment capacity please monitor the course via SPIRE for seat availability. If you add yourself to the SPIRE wait list, please ensure you do not enroll in a course that conflicts with this course. Isenberg majors graduating this semester and unable to enroll in the course should contact Meghan Smith at msmith@isenberg.umass.edu as soon as possible.

Introduction to Business Information Systems

OIM

Examines information technology from a business enterprise perspective. Topics include: the components and development of business information technology systems, their use in enhancing and facilitating management practices and decision making and their impact on management decisions.

Course Details

Spring 2026

This class is non-credit
Course Notes
Once the course reaches enrollment capacity please monitor the course via SPIRE for seat availability. If you add yourself to the SPIRE wait list, please ensure you do not enroll in a course that conflicts with this course. Isenberg majors graduating this semester and unable to enroll in the course should contact Meghan Smith at msmith@isenberg.umass.edu as soon as possible.

Introduction to Business Information Systems

OIM

Examines information technology from a business enterprise perspective. Topics include: the components and development of business information technology systems, their use in enhancing and facilitating management practices and decision making and their impact on management decisions.

Course Details

Spring 2026

This class is non-credit
Course Notes
Once the course reaches enrollment capacity please monitor the course via SPIRE for seat availability. If you add yourself to the SPIRE wait list, please ensure you do not enroll in a course that conflicts with this course. Isenberg majors graduating this semester and unable to enroll in the course should contact Meghan Smith at msmith@isenberg.umass.edu as soon as possible.

Introduction to Business Information Systems

OIM

Examines information technology from a business enterprise perspective. Topics include: the components and development of business information technology systems, their use in enhancing and facilitating management practices and decision making and their impact on management decisions.

Course Details

Spring 2026

This class is non-credit
Course Notes
Once the course reaches enrollment capacity please monitor the course via SPIRE for seat availability. If you add yourself to the SPIRE wait list, please ensure you do not enroll in a course that conflicts with this course. Isenberg majors graduating this semester and unable to enroll in the course should contact Meghan Smith at msmith@isenberg.umass.edu as soon as possible.
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