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Introduction

Introduction
Complete

Exploring the World of ML and AI​

Have you ever wondered how online platforms predict what you might like next, or how fraud detection systems can spot unusual activity before you even notice?

These systems are powered by machine learning (ML) and artificial intelligence (AI). In this unit, we’ll cover everything from foundational concepts to industry applications, setting a solid foundation for your journey.

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Why does this unit matter?​

In today's rapidly evolving digital landscape, businesses are leveraging ML and AI to improve decision-making, optimise processes and deliver personalised experiences. Understanding these principles will not only enhance your technical knowledge but also give you a competitive edge.

Learning objectives​

By the end of this unit, you will be able to:

✨

Define basic concepts

of ML and AI, including the lifecycle and common models.

✨

Describe the relationship

between ML and AI.

✨

Explain key applications

in business operations (Computer Vision, NLP, GenAI).

✨

Outline the ML lifecycle stages

, from planning to monitoring.

Action item: Pause and think​

Before diving into the technical content, take a moment for self-reflection. Once you've reflected on these questions, you’ll be better prepared to dive deeper!

Choose one of the three categories below to submit your reflection on.

Consider your prior knowledge. • Do you have a basic understanding of data and algorithms? How comfortable are you with programming (e.g. Python)? • How do you think ML and AI might be already impacting your daily work or business?
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Think about the real-world applications. • Reflect on examples from your own experience (or industry) where you've seen ML and AI being used. For example, think about how online platforms recommend products or how fraud detection systems work. How do these technologies shape business operations today?
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Connect the dots. • Reflect on the relationship between ML and AI. How do you think they complement each other in business environments? • Consider how an understanding of ML and AI might influence your ability to solve business problems and improve processes in your role.
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