AI-101Data Science, AI & MLFoundation2 days

Data Science and AI Fundamentals

An applied introduction to data, analytics, AI and responsible use. Every module includes a tool-supported exercise.

Enquire about this course

What you will learn

  • Explain key data science and AI concepts and their business applications
  • Perform basic data exploration and visualisation using standard tools
  • Identify appropriate AI/ML approaches for given problem types
  • Apply responsible AI principles to a practical use case

Who should attend

Business analysts, managers and technical staff who want to understand and apply data science and AI. No prior data science knowledge required.

What you will cover

Topics covered

  • Data types and sources
  • Data quality and governance
  • Basic statistics

Tools used

Excel / Google SheetsPython pandas (intro)

Exercise

Explore a provided dataset: identify quality issues and produce a summary profile.

Practical learning

Course practical activity

Present a mini use case with evidence, prototype output, risks and next-step recommendation.