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Paper SAS43842020Using Python with Model Studio for SAS Visual Data Mining
and Machine Learning
Jaguar Kanji and Dominique La tour, Jesse Lubber, SAS Institute Inc. ABSTRACT
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What is using python with model?
Using Python with a model refers to implementing a programming framework or machine learning algorithm in Python to create, train, and evaluate predictive models.
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Individuals or organizations that develop predictive models using Python for analytics, data science, or machine learning projects are required to file any necessary documentation regarding their models and methodologies.
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To fill out the documentation for using a Python model, provide details on the model architecture, data sources, training procedure, evaluation metrics, and any code or libraries used.
What is the purpose of using python with model?
The purpose is to leverage Python's extensive libraries and frameworks for data analysis, machine learning, and scientific computing to build robust models that can make predictions or provide insights.
What information must be reported on using python with model?
Information such as model type, data processing steps, training results, evaluation metrics, assumptions made, and potential limitations must be reported when using Python with a model.
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