Applied Machine Learning (SCTP)
Training Provider: NATIONAL UNIVERSITY OF SINGAPORE
Course Reference: TGS-2026065315
S$570
Original: S$1,900
Save S$1,330
About This Course
This 2-day intensive course provides learners with a practical, hands-on introduction to applied machine learning. Focusing on real-world datasets and use cases, learners will learn how to preprocess data, select appropriate models, train and evaluate machine learning algorithms. The course emphasises end-to end development, enabling learners to understand the full lifecycle of a machine learning project—from data preparation to model evaluation. By the end of the course, learners will be able to apply machine learning techniques to solve real-world problems.
What You'll Learn
At the end of the course, learners will be able to:
• Understand the end-to-end machine learning workflow and identify the key stages of a project.
• Prepare and process datasets for modelling.
• Select, train, and evaluate machine learning models for classification, regression, and predictive tasks.
• Apply best practices in model validation and performance assessment to ensure reliable results.
• Understand the end-to-end machine learning workflow and identify the key stages of a project.
• Prepare and process datasets for modelling.
• Select, train, and evaluate machine learning models for classification, regression, and predictive tasks.
• Apply best practices in model validation and performance assessment to ensure reliable results.
Entry Requirements
General Diploma
Course Details
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