This course provides an in-depth exploration of deep learning techniques and their practical applications across various engineering applications. Topics include Feed Forward Neural Networks, Convolutional Neural Networks, Recurrent Neural Networks, Autoencoders, and Transformers applied to engineering applications such as demand forecasting; route optimization for transportation and delivery; inventory management; dimensionality reduction; anomaly detection in manufacturing and quality control; digital twin modeling; and surrogate of simulation models.

This course introduces methods for analyzing and drawing reliable conclusions from economic data. The goal is to develop an intuitive understanding of econometric techniques used in answering research questions in the social sciences, management, and public policy. The course emphasizes computation rather than formal derivations. Students will practice using statistical software to conduct data analysis, visualization, and report writing.

This course introduces methods for analyzing and drawing reliable conclusions from economic data. The goal is to develop an intuitive understanding of econometric techniques used in answering research questions in the social sciences, management, and public policy. The course emphasizes computation rather than formal derivations. Students will practice using statistical software to conduct data analysis, visualization, and report writing.

The World Wide Web was proposed originally as a collection of static documents inter-connected by hyperlinks. Today, the web has grown into a rich platform, built on a variety of protocols, standards, and programming languages, that aims to replace many of the services traditionally provided by a desktop operating system. This course will study core technologies, concepts, and techniques behind the creation of modern web-based systems and applications. This course satisfies the Integrative Experience requirement for CS and INFORM Majors.

There's more than one way to find success in college and the path to getting there is different for every student. Our goals in this course are to connect with fellow students and the instructor as you become a contributing member of the community, both at UMass and beyond; start planning your individual academic goals and pathways toward achieving them; explore the different majors in the College of Social and Behavioral Sciences and start thinking like a social scientist.

There's more than one way to find success in college and the path to getting there is different for every student. Our goals in this course are to connect with fellow students and the instructor as you become a contributing member of the community, both at UMass and beyond; start planning your individual academic goals and pathways toward achieving them; explore the different majors in the College of Social and Behavioral Sciences and start thinking like a social scientist.

There's more than one way to find success in college and the path to getting there is different for every student. Our goals in this course are to connect with fellow students and the instructor as you become a contributing member of the community, both at UMass and beyond; start planning your individual academic goals and pathways toward achieving them; explore the different majors in the College of Social and Behavioral Sciences and start thinking like a social scientist.

There's more than one way to find success in college and the path to getting there is different for every student. Our goals in this course are to connect with fellow students and the instructor as you become a contributing member of the community, both at UMass and beyond; start planning your individual academic goals and pathways toward achieving them; explore the different majors in the College of Social and Behavioral Sciences and start thinking like a social scientist.

There's more than one way to find success in college and the path to getting there is different for every student. Our goals in this course are to connect with fellow students and the instructor as you become a contributing member of the community, both at UMass and beyond; start planning your individual academic goals and pathways toward achieving them; explore the different majors in the College of Social and Behavioral Sciences and start thinking like a social scientist.

There's more than one way to find success in college and the path to getting there is different for every student. Our goals in this course are to connect with fellow students and the instructor as you become a contributing member of the community, both at UMass and beyond; start planning your individual academic goals and pathways toward achieving them; explore the different majors in the College of Social and Behavioral Sciences and start thinking like a social scientist.