Develop an AI system to solve a real-world problem : Training, Testing, and Validation

Develop an AI system to solve a real-world problem : Training, Testing, and Validation

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Interactive Video

Information Technology (IT), Architecture, Social Studies

University

Hard

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The video tutorial covers the evaluation of supervised learning models, focusing on accuracy and overfitting. It introduces a three-step pipeline to manage data and prevent overfitting, using training, testing, and validation datasets. An example of email classification is provided to illustrate model training and testing. The importance of having more data for better model performance is emphasized, and the implementation of these concepts using Scikit-learn is demonstrated.

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OPEN ENDED QUESTION

3 mins • 1 pt

What new insight or understanding did you gain from this video?

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