Data Science Model Deployments and Cloud Computing on GCP - Lab - Add Model Evaluation Step in Kubeflow before Deploymen

Data Science Model Deployments and Cloud Computing on GCP - Lab - Add Model Evaluation Step in Kubeflow before Deploymen

Assessment

Interactive Video

Computers

10th - 12th Grade

Hard

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The video tutorial covers the process of model evaluation in a credit card fraud detection project using a Jupyter notebook. It explains the use of Pandas and scikit-learn for model evaluation, focusing on the random forest classifier. The tutorial details the function 'threshold_check' for accuracy validation and the DSL pipeline for condition checking. It also includes a practical implementation of the pipeline, highlighting the importance of deleting previous endpoints to avoid unnecessary costs.

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3 questions

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1.

OPEN ENDED QUESTION

3 mins • 1 pt

Explain the significance of the Roc curve in model evaluation.

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2.

OPEN ENDED QUESTION

3 mins • 1 pt

What condition is checked before executing the code block in the DSL PIPELINE?

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3.

OPEN ENDED QUESTION

3 mins • 1 pt

What mistake did the teacher rectify regarding the folder name?

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