The School of Computer Science Presents…
Presenter: Atefeh Gilvari
Date: Tuesday, August 6th, 2024
Time: 9:00 am
Location: 4th Floor at 300 Ouellette Avenue (School of Computer Science Advanced Computing Hub)
In this workshop, we will explore the critical role of machine learning (ML) methods within the Internet of Things (IoT) frameworks. As IoT devices generate vast amounts of data, it becomes essential to analyze and extract meaningful information from this data to make informed decisions and predictions. This workshop aims to provide a comprehensive introduction to applying machine learning techniques to IoT data using Python. Participants will learn how to preprocess raw data, build and evaluate machine learning models, and gain insights from the analyzed data. Through practical examples and hands-on exercises, attendees will develop the skills necessary to leverage ML models for IoT applications, enhancing their ability to work with real-world IoT data.
Understand the importance of machine learning in IoT frameworks
Be able to preprocess and clean IoT data for analysis
Gain proficiency in building and evaluating ML models using Python
Learn to apply ML techniques to real-world IoT scenarios
Develop skills to analyze and interpret IoT data for informed decision-making
This workshop is designed for beginners and does not require any prior knowledge or prerequisites.
Atefeh is a Second-year PhD student specializing in IoT platforms.