What is 'machine learning scenario' in SAP CEC-MKT-ML - Machine Learning?

machine learning scenario - Overview

• Component: CEC-MKT-ML

• Component Name: Machine Learning

• Description: A field which displays the machine learning use case for which the jobs are configured.

machine learning scenario - Details

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  Key Concepts: 
  Machine learning is a type of artificial intelligence (AI) that enables systems to learn from data, identify patterns, and make decisions with minimal human intervention. A machine learning scenario is a specific type of AI application that uses machine learning algorithms to analyze large amounts of data and make predictions or decisions. The CEC-MKT-ML Machine Learning Scenario is a component of the SAP Cloud Platform that enables users to create and deploy machine learning models.
  
  How to use it: 
  The CEC-MKT-ML Machine Learning Scenario can be used to create and deploy machine learning models for predictive analytics, forecasting, and other AI applications. To use the component, users must first create a machine learning model using the SAP Cloud Platform's Modeler Studio. Once the model is created, users can deploy it to the CEC-MKT-ML Machine Learning Scenario and use it to make predictions or decisions based on the data provided.
  
  Tips & Tricks: 
  When creating a machine learning model for the CEC-MKT-ML Machine Learning Scenario, it is important to ensure that the data used is accurate and up-to-date. Additionally, users should take advantage of the platform's built-in features such as automated hyperparameter tuning and model selection to ensure that their models are optimized for accuracy.
  
  Related Information: 
  For more information on the CEC-MKT-ML Machine Learning Scenario, please refer to the SAP Cloud Platform documentation. Additionally, there are