Machine Learning Concepts Quiz

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What is the approach where the AI model gets trained on the data fed to it and then is able to design a model which is adaptive to the change in data?

Semi-supervised Learning

Reinforcement Learning

Unsupervised Learning

Supervised Learning (correct)

How is the dataset labeled in a supervised learning model?

The dataset is not labeled

The dataset is known only to the person training the machine (correct)

The dataset is labeled by the machine itself

The dataset is labeled by an external AI system

What is the main purpose of classification in the context of machine learning?

To train the model without labeled data

To create complex algorithms

To generate random predictions

To classify data according to labels (correct)

What does the AI model do after being trained with a dataset and then fed with testing data?

Adapts to new data and learns by itself Signup and view all the answers

What introduces dynamicity in the AI model according to the text?

The learning-based approach Signup and view all the answers

What is the main characteristic of the Learning Based approach in AI modeling?

The model modifies itself according to changes in the data Signup and view all the answers

What type of data is used in a supervised learning model?

Labelled data Signup and view all the answers

What does the AI model do when it is trained with a dataset and then fed with testing data?

Adapts to new data and learns by itself Signup and view all the answers

What is the purpose of classification in the context of machine learning?

To categorize data according to specific labels Signup and view all the answers

What introduces dynamicity in the AI model according to the text?

The learning-based approach Signup and view all the answers

Machine Learning Concepts Quiz

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Questions and Answers

What is the approach where the AI model gets trained on the data fed to it and then is able to design a model which is adaptive to the change in data?

How is the dataset labeled in a supervised learning model?

What is the main purpose of classification in the context of machine learning?

What does the AI model do after being trained with a dataset and then fed with testing data?

What introduces dynamicity in the AI model according to the text?

What is the main characteristic of the Learning Based approach in AI modeling?

What type of data is used in a supervised learning model?

What does the AI model do when it is trained with a dataset and then fed with testing data?

What is the purpose of classification in the context of machine learning?

What introduces dynamicity in the AI model according to the text?

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