Unlocking the Magic of Machine Learning with a User-Friendly Interface
Workshop/ Training/ Webinar
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Date
06 Nov 2024
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Organiser
ITS
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Time
14:30 - 16:30
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Venue
M403 / Online
Enquiry
IT HelpCentre (Hotline) 2766 5900 / (WhatsApp/ WeChat) 6577 9669
Summary
Date: 6 Nov 2024 (Wed)
Time: 14:30 - 16:30
Venue: M403 / Online
Target Audience: All students
Medium of Instruction: English
What You Will Learn
- Gain a clear understanding of the basics of Machine Learning and its applications in various domains.
- Explore fundamental concepts of Machine Learning, including supervised and unsupervised learning, without the need for coding.
- Learn about different types of Machine Learning algorithms and their purposes.
- Gain insights into the process of training and evaluating Machine Learning models.
Agenda
1. Introduction to Machine Learning and its Applications
- Real-world applications of Machine Learning in different domains
2. Fundamentals of Machine Learning
- Exploring key components: features, labels, and datasets
- Introduction to training, testing, and validation of models
3. Types of Machine Learning Algorithms
- Explanation of their purposes and use cases
4. Training and Evaluation of Machine Learning Models
- Techniques for evaluating model performance and accuracy
- Introduction to metrics like accuracy, precision, recall, and F1 score
