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Work with DataFrames advanced methods in Azure Databricks

Implement hybrid identity with Windows Server

Host your own build agent in Azure Pipelines

Implement a hybrid file server infrastructure

Train a machine learning model

Migrate on-premises PostgreSQL databases to Azure Database for PostgreSQL

Manage hybrid workloads with Azure Arc

Manage database changes in Azure Pipelines

Upgrade and migrate Windows Server IaaS virtual machines

Administer and manage Windows Server IaaS Virtual Machine remotely

Describe performance-related maintenance tasks in SQL Server

Create a knowledge store with Azure Cognitive Search

Introduction to open-source database migration on Azure

Perform model selection with hyperparameter tuning

Describe Azure Databricks best practices

Detect and mitigate unfairness in models with Azure Machine Learning

Describe high availability and disaster recovery strategies

Evaluate performance improvements

Implement compliance controls for sensitive data

Build and query a Delta Lake