Schedule
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EventDateDescriptionCourse Material
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Lecture01/24/2024
WednesdayIntroduction to Data-Driven Modeling with Applications[slides] -
Assignment01/26/2024
FridayProblem set #0 - Linear Algebra and Calculus [Ungraded] -
Lecture01/29/2024
Monday -
Lecture01/29/2024
MondayProject proposal instructions[Notes] -
Assignment01/31/2024
WednesdayProblem set #1 - Regression in Empirical Laws -
Due01/31/2024 23:59
WednesdayProblem Set #0 due -
Lecture02/11/2024
SundayNonlinear Systems and Uncertainty Quantificaiton[Notes] -
Due02/14/2024 23:59
WednesdayProblem Set #1 due -
Assignment02/19/2024
MondayProblem Set #2 - Differential Equations And Probabilistic Models -
Due02/19/2024 20:29
MondayProject Proposal -
Lecture02/22/2024
ThursdaySparse Identification of Differential Equations -
Due03/04/2024 23:59
MondayProblem Set #2 due -
Due03/04/2024 23:59
MondayProblem Set #2 due -
Lecture03/05/2024
TuesdayPrinciple Component Analysis[Notes] -
Assignment03/13/2024
WednesdayProblem Set #3 - Neural Networks and Dimensionality Reduction -
Lecture03/18/2024
Monday -
Exam04/01/2024 05:00
MondayMidterm (Tentative Date)