AI: Machine Learning & Model Training
Machine learning | Sri AI
Intermediate
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Course overview
The core algorithms, derived rather than imported, then applied to Sri Lankan data — rainfall, examination results, market prices.
Level: Intermediate · Mode: Part-time
Who this course is for
Graduates and working developers moving into modelling roles.
What you will learn
- Derive and implement the standard algorithms
- Choose models to fit the problem and the data you have
- Diagnose overfitting and leakage
- Communicate a result to somebody who is not technical
Syllabus
- Module 1: Regression and classification
- Module 2: Trees and ensembles
- Module 3: Clustering and dimensionality reduction
- Module 4: Validation and honest measurement
- Module 5: Feature engineering
Final project
Every module ends in hands-on practice, and the course ends with a project you build and present. Your certificate names that project.
Before you start
Python for AI. School-level mathematics.