From the course: Exam Tips: Microsoft Azure AI Fundamentals (AI-900)

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Introduction to machine learning

Introduction to machine learning - Azure Tutorial

From the course: Exam Tips: Microsoft Azure AI Fundamentals (AI-900)

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Introduction to machine learning

- [Narrator] Finally, let's talk about machine learning on Azure. There's a lot of hype about data sciences and the enormous impact that it can have in our lives. But essentially, data sciences can respond mainly five questions. Classification, is this A or B? For example, is this machine supposed to fail on the next 30 days? Yes or no. This would be an example for dual class classification. But if there are more than two options, it's called multiclass classification. Regression, how much, how many? In regression, you're generally looking for a number. For example, what's going to be the total sales of Microsoft in 2020? Anomaly detection, is this weird? We have covered this before, but it's basically looking for data that stands out of a pattern. These solutions are quite good for IT security breaches in bank fraud detection for example. Clustering. How is this organized? A good example of this, are…

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