What is Supervised Learning

What is Supervised Learning

Assessment

Interactive Video

Engineering, Information Technology (IT), Architecture

University

Hard

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This video is the fourth class in an artificial intelligence course, focusing on supervised learning. It begins with a brief recap of previous classes, which covered types of machine learning: supervised, unsupervised, and reinforcement learning. The video then delves into supervised learning, explaining it through a relatable example of a student learning math. It further illustrates the concept with a practical example of differentiating between a pen and a pencil, and a real-life application of predicting weather conditions. The video emphasizes the process of teaching a model using input and output data.

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5 questions

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1.

OPEN ENDED QUESTION

3 mins • 1 pt

What is supervised learning in the context of machine learning?

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2.

OPEN ENDED QUESTION

3 mins • 1 pt

Describe the example of John and his math class as it relates to supervised learning.

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3.

OPEN ENDED QUESTION

3 mins • 1 pt

How can you teach a machine to differentiate between a pen and a pencil?

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4.

OPEN ENDED QUESTION

3 mins • 1 pt

Explain how supervised learning can be applied to weather prediction.

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5.

OPEN ENDED QUESTION

3 mins • 1 pt

What are the key components involved in the process of supervised learning?

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