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Machine Learning · Beginner

Introduction to AI for Beginners

A foundational free course for anyone starting their AI journey. Built from 7+ years of teaching foundations.

4 weeks 4 modules English

What you will learn

A foundational free course for anyone starting their AI journey. Built from 7+ years of teaching foundations.

Each module combines structured video lessons with hands-on assignments and code reviews from a real practitioner. You will graduate with a portfolio project worth showing.

Who this is for

Engineers, analysts, and serious learners who want depth, not survey-level overviews.

Curriculum breakdown

  • Why this matters Preview
    15m
  • The mental model
    20m
  • Setting up your environment
    25m
  • Building blocks
    15m
  • First implementation
    20m
  • Common pitfalls
    25m
  • Architecture decisions
    15m
  • Monitoring & evaluation
    20m
  • Cost & scale
    25m
  • Project brief
    15m
  • Implementation
    20m
  • Code review & next steps
    25m