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DTSTART:20250120T180000Z
DTEND:20250120T200000Z
DTSTAMP:20250120T000000Z
SUMMARY:[CANCELLED] Introduction to Machine Learning: Regression Models
DESCRIPTION:This workshop focuses on regression models to provide 
 participants with a foundational understanding of machine learning 
 concepts\, techniques\, and tools used for linear and nonlinear regression. 
 Through a combination of lectures and hands-on exercises\, participants 
 will gain practical experience with regression algorithms\, one of the most 
 popular machine-learning techniques. The workshop begins with an overview 
 of regression\, exploring its various types and applications and continues 
 with training regression models\, interpreting the results\, and making 
 predictions using real-world datasets. Additionally\, participants will 
 gain insights into advanced topics such as regularization and feature 
 selection. By the end of this workshop\, you will have a solid 
 understanding of regression models and be familiar with popular Python 
 libraries and tools to implement them.\n\nIn this workshop\, we will use 
 cloud-based platforms\, so you don’t need to have Python installed. 
 Please make sure that you have a Google Colaboratory 
 (https://colab.research.google.com/) account. This workshop will involve 
 hands-on exercises that require the use of programming tools and libraries 
 commonly used in machine learning\, such as Python and Scikit-learn. As 
 such\, prior familiarity with Python programming is recommended for 
 participants to fully benefit from the practical component of the 
 workshop.\n\nSign up for other Machine Learning workshops in this series. 
 \n\nOr view other upcoming Digital Scholarship workshops.\n\nLocation 
 Details\n\n\n	Location:\n	*ONLINE*\n\n\nIf you have any questions\, 
 concerns\, or accessibility needs please email abi.muthukumar@ubc.ca.\n\nTo 
 keep up-to-date with all of the workshops\, consults\, and events subscribe 
 to the UBC Library Research Commons monthly newsletter.\n\nThis event is 
 online. Registrants receive the link 24 hours before the event. 
 Registration closes at the same time.
ORGANIZER;CN="Abirami Muthukumar":MAILTO:abi.muthukumar@ubc.ca
CATEGORIES:Digital Scholarship, Research Commons
CONTACT;CN="Abirami Muthukumar":MAILTO:abi.muthukumar@ubc.ca
STATUS:CONFIRMED
UID:LibCal-3874969
URL:https://libcal.library.ubc.ca/calendar/vancouver/machine-learning-jan20
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