Foundations of Data and Models: Regression Analytics
Monday, July 17, 2023 8:00 AM - Friday, July 21, 2023 5:00 PM (EDT)
Eager to get more from your organization’s information? In this intensive on-campus course, with the guidance of MIT Professor F. Dale Morgan and Dr. Darrel Coles, you’ll enhance your understanding of the underlying mathematical models that form the basis of data science—and learn which models work best in different circumstances.
Alongside a cohort of accomplished global peers, you will:
- Enhance your ability to fit data to models - Define linear least squares, non-linear least squares, sensitivity analysis, singular value decomposition, parameter error estimation, and experiment design
- Understand the implications of grid search, random search, simulated annealing, genetic algorithms, neural networks, and large inverse systems
- Investigate principles that lead to rapid application of methods
- Assess the results of pre-programmed computer exercises
Did you know that as a Mass TLC member, you can receive a discount on MIT Professional Education - Short Programs and Digital Plus Programs? Use the MassTLC10 code at the time of registration to receive a 10% discount.
Register and learn more: https://bit.ly/3fpgr9V.