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SUMMARY:Introduction to Machine Learning: Regression Models
DESCRIPTION:Date: 28 November 2024 \n\n\n\nThis 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\n\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\n\n\nInstructor: Aisha Eldeeb
URL:https://ccdhhn.ca/workshop/introduction-to-machine-learning-regression-models/
LOCATION:Nova Scotia
CATEGORIES:1-4 hour workshop
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