PIRSA:19030056

Video URL

https://pirsa.org/19030056

PSI 2018/2019 - Machine Learning - Lecture 4

Hayward, L. (2019). PSI 2018/2019 - Machine Learning - Lecture 4. Perimeter Institute for Theoretical Physics. https://pirsa.org/19030056

Hayward, Lauren. PSI 2018/2019 - Machine Learning - Lecture 4. Perimeter Institute for Theoretical Physics, Mar. 28, 2019, https://pirsa.org/19030056 

          @misc{ scivideos_PIRSA:19030056,
            doi = {},
            url = {https://pirsa.org/19030056},
            author = {Hayward, Lauren},
            keywords = {},
            language = {en},
            title = {PSI 2018/2019 - Machine Learning - Lecture 4},
            publisher = {Perimeter Institute for Theoretical Physics},
            year = {2019},
            month = {mar},
            note = {PIRSA:19030056 see, \url{https://scivideos.org/pirsa/19030056}}
          }

Lauren Hayward Perimeter Institute for Theoretical Physics

Talk numberPIRSA:19030056
Source RepositoryPIRSA
Collection
Talk Type Course

Abstract

Training, validation and testing datasets; methods that prevent overfitting; using supervised neural networks to classify phases of matter (classical Ising model, classical Ising gauge theory)