Azure BI

Index:

• Introduction to Azure BI:

• Understanding the Azure BI ecosystem, including Azure Synapse Analytics (formerly SQL Data Warehouse), Azure Analysis Services, Azure Data Factory, and Power BI.

• Data Integration and Transformation:

• Using Azure Data Factory to ingest data from various sources into Azure, transform data using Azure Databricks or Azure Synapse Pipelines, and load it into target destinations.

• Data Warehousing with Azure Synapse Analytics:

• Designing and implementing data warehousing solutions in Azure using Azure Synapse Analytics, including data modeling, schema design, and performance optimization.

• Data Modeling and Analysis:

• Building data models and multidimensional cubes using Azure Analysis Services, implementing data mining techniques, and optimizing query performance.

• Data Visualization and Reporting:

• Creating interactive dashboards and reports using Power BI, connecting to Azure data sources, and implementing data-driven insights for decision-making.

• Advanced Analytics and Machine Learning Integration:

• Integrating advanced analytics and machine learning models with Azure BI solutions using Azure Machine Learning and Azure Cognitive Services.

• Security and Compliance:

• Implementing security measures and ensuring compliance with data governance policies and regulatory standards within Azure BI solutions.

• Monitoring and Performance Optimization:

Monitoring BI solution performance, troubleshooting issues, and optimizing resource utilization using Azure Monitor and other Azure tools