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• Post :- 16th Dec 2025

1.      Object oriented programming using Python

2.      Programming with REST APIs using Python

3.      Programmatically deploying & managing ML Models/Model versions to Azure ML Registry using Python

4.      Creating & managing Build & Release pipelines using Azure DevOps

Fundamental knowledge of, 
a. ML Model (https://www.databricks.com/glossary/machine-learning-models),
b. Spark MLFlow (https://learn.microsoft.com/en-us/azure/databricks/mlflow/),
c. MLOps (https://learn.microsoft.com/en-us/azure/machine-learning/concept-model-management-and-deployment?view=azureml-api-2),
d. ML Registry (https://learn.microsoft.com/en-us/azure/machine-learning/concept-machine-learning-registries-mlops?view=azureml-api-2),
e. Model Monitoring (https://learn.microsoft.com/en-us/azure/machine-learning/concept-model-monitoring?view=azureml-api-2)