uCertify

Azure Data Scientist

(SR-AZ-SCI.AA1)
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Skills You’ll Get

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1

Week 1 Azure Machine Learning: Environment Setup, Solution Design, and Model Training

  • Creating an Azure Machine Learning Workspace
  • Creating an Automated ML Job
  • Creating a Compute Instance
  • Running the Python SDK
  • Creating an Azure SQL Database
  • Creating and Registering a Datastore
  • Creating a Storage Account
  • Analyzing Data Using Azure Data Explorer
2

Week 2 Azure Machine Learning: Automated ML, Python SDK, and Model Deployment

  • Exploring Developer Tools for Workspace Interaction
  • Creating a Training Script
  • Logging and Registering Models with MLflow
3

Week 3 Azure Machine Learning: Building Pipelines, Deployment, and Retraining Models

  • Training a Model with the Azure Machine Learning Designer
  • Running Pipelines
  • Deploying and Configuring AI Models

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