Machine learning for absolute beginners | Sri AI

Course overview

Classic machine learning in small, friendly steps: regression, classification, clustering and time series, each with a project.

Level: Beginner  ·  Mode: Evenings, online

Who this course is for

Complete beginners who want to train their first models.

What you will learn

• Train regression and classification models
• Cluster data and read the result
• Evaluate a model fairly
• Complete a small ML project end to end

Syllabus

1. Module 1: What machine learning is
2. Module 2: Regression
3. Module 3: Classification
4. Module 4: Clustering
5. Module 5: Time series
6. Module 6: Your first project

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.

Open-source tools you will use

• ML for Beginners (Microsoft)

Adapts Microsoft's ML for Beginners curriculum (MIT licence).