2021 Final Program

Core Faculty

Matthew Graham (MG) (Caltech) - Co-Chair
Amelia Bayo (AB) (U. de Valparaiso) - Co-Chair
Mauricio Cerda (MC) (U. de Chile) - Co-Chair
Ashish Mahabal (AM) (Caltech)
Francisco Forster (FF) (CMM/U. de Chile, MAS)
Mauro San Martin (MSM) (U. de La Serena)
Mauricio Araya (MA) (UTFSM)
Paula Sánchez (PS) (INRIA, MAS)

SCHEDULE

The following schedule lists the synchronous sessions only.
We will work synchonously for 3:00 hours everyday, starting at:
  1:00pm - GMT-3 - Argentina
12:00pm - GMT-4 - Chilean & EDT
11:00am - GMT-5 - Ecuador & CDT
10:00am - GMT-6 - MDT
  9:00am - GMT-7 - MST & PDT

Mon Aug 2
Welcome & brief introduction
Intro to Data Science - AB
Statistics I - MG
- Break -
Statistics II - MG
(Project Intro - MG)

Tues Aug 3
Databases I - MSM
Databases II - MSM
- Break -
Software Carpentry - AM
Computing Infraestructure - MG

Wed Aug 4:
Intro to ML - MA
Supervised ML I - AM
- Break -
Supervised ML II - AM
Trees, forests, boosting, and bagging - FF

Thurs Aug 5:
Unsupervised ML: visualization, dimensionality reduction, clustering - FF
Deep Learning I - PS
- Break -
Deep Learning II - PS

Fri Aug 6:
Image Processing  - MC
Gaussian Processes - MA/AB
- Break -
Natural Language Processing - MC
Time Series - MG

Mon Aug 9 – Wed Aug 11:
Group project work
Group reports
* It is likely that more synchronous time will be required. However, these extra time will be scheduled with your group, TA and group instructor.

Thu Aug 12 – Fri Aug 13:
Group project presentations