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We are in the big data era and data systems sit in the critical path of everything we do. We are going through major transformations in businesses, sciences, as well as everyday life - collecting and analyzing data changes everything and data systems provide the means to store and analyze a massive ...

ES 201/AM 231 is a course in statistical inference and estimation from a signal processing perspective. The course will emphasize the entire pipeline from writing a model, estimating its parameters and performing inference utilizing real data. The first part of the course will focus on linear and no...

This class will study the design form and constructional detail of the landscape pavilion and the pedestrian bridge. This work will be focused through the lens of a visual understanding of structural principles and their associated material and detail languages. The class will explore legible detail...

The MS/MBA Capstone is an intensive project-based experience that requires teams of students to apply and integrate the skills they have learned across the program curriculum. Specifically, teams will be expected to design, build (and hopefully, launch) a new technology-based product/service venture...

In the face of crises spanning pandemics, political turmoil, and the rapid degradation of the planet’s natural systems—all within a backdrop of myriad inequalities—the power of plants in shaping human experience has been proven. Erosive pressures associated with changes to climate have placed global...

The MS/MBA Capstone is an intensive project-based experience that requires teams of students to apply and integrate the skills they have learned across the program curriculum. Specifically, teams will be expected to design, build (and hopefully, launch) a new technology-based product/service venture...

This course introduces students to methods of construction: conceptually, historically, and practically. We will consider how construction techniques emerge in relation to architectural desires and technical criteria in order to emphasize the architect’s agency in shaping construction systems within...

This course covers a combination of linear algebra and multivariate calculus with an eye towards solving systems of equations and optimization problems. Students will learn how to prove some key results, and will also implement these ideas with code. Linear algebra: matrices, vector spaces, bases an...

This course recognizes plants as one of the most expressive materials of the artform — a living medium that distinguishes the discipline from the other applied sciences and fine arts. The goal of the course is to introduce the global potential of plants as a means of design for shaping the character...

This course is a seminar-style course where students will help present papers every other day. We'll survey different compositional AI systems, ranging from classical AI systems such as logic, constraint satisfaction, production systems, to modern compositional AI systems such as multi-agent languag...

An interdisciplinary introduction to the central frameworks that shape the relationship and application of computation in design. Students undertake theoretical and practical exercises on computational models – rule-based description, shape grammars, learning algorithms – and deepen their understand...

In this course, students will learn how to utilize tools powered by large language models (LLMs) to address real-world design challenges, including the generation of code and circuits. This field represents the forefront of technology and is rapidly evolving, with new insights and lessons emerging f...

The contents and course requirements of CS 244R are similar to those of CS 1440R, with the exception that students enrolled in CS 2440R are expected to do substantial system implementation and conduct rigorous performance analysis for their design projects, and perform graduate-level work to earn th...