BEGIN:VCALENDAR
VERSION:2.0
PRODID:icalendar-ruby
CALSCALE:GREGORIAN
X-WR-CALNAME:Machine Learning with MATLAB
X-WR-TIMEZONE:Eastern Time (US & Canada)
BEGIN:VEVENT
DTSTAMP:20260614T190440Z
UID:tag:localist.com\,2008:EventInstance_48251667744243
DTSTART:20250115T150000Z
DTEND:20250115T163000Z
DESCRIPTION:Machine learning is a data analytics technique that teaches com
 puters to do what comes naturally to humans and animals: learn from experi
 ence. Machine learning algorithms use computational methods to “learn”
  information directly from data without relying on a predetermined equatio
 n as a model. In this hands-on introductory workshop\, you will learn how 
 the basics of Machine Learning and how to apply it for a variety of differ
 ent data types. MATLAB provides an environment to apply advanced technique
 s without requiring extensive coding nor experience in machine learning.  
  \nHighlights include:\n\nLearn the fundamentals of machine learning  (sup
 ervised learning\, feature extraction\, and hyperparameter tuning)Explore 
 pre-processing and powerful visualization techniquesBuild and evaluate mac
 hine learning models for classification and regression of various data for
 mats (signals\, images\, text)Perform hyperparameter tuning and feature se
 lection to optimize model performanceDiscuss interoperability with other p
 latformsLearn how to deploy Machine Learning models\nAttendees must bring 
 their own laptops.  Set up information will be shared at the start of the 
 workshop.  MATLAB is not required to be installed.
GEO:42.358023;-71.092409
LOCATION:Building 1\, 135
SUMMARY:Machine Learning with MATLAB
URL;VALUE=URI:https://calendar.mit.edu/event/machine-learning-with-matlab
END:VEVENT
END:VCALENDAR