Microsoft Fabric was not specifically associated with lake houses. However, there may have been developments or new features introduced since then. Please note that the information provided here might not be the latest, so it's a good idea to check the official Microsoft documentation or other reliable sources for the most up-to-date information.
If you want to explore Lake House architecture in a Microsoft ecosystem, you might consider using Azure services. Here are some general steps to get started:
- Azure Data Lake Storage (ADLS): Start by creating an Azure Data Lake Storage account. ADLS is a scalable and secure data lake solution that integrates well with other Azure services.
- Data Ingestion: Ingest your data into ADLS. This can include both raw and processed data. Azure provides various tools for data ingestion, such as Azure Data Factory for ETL processes or Azure Storage Explorer for manual uploads.
- Data Processing: Utilize Azure services like Azure Data bricks, Azure Synapse Analytics, or Azure HDInsight for processing and transforming your data. These services support big data and analytics workloads. Microsoft Fabric Online Training Course
- Metadata Management: To manage metadata and facilitate data discovery, consider using Azure Purview. Azure Purview helps you discover and understand your data assets across your organization. Microsoft Fabric Online Training
- Query and Analytics: Leverage tools like Azure Synapse Analytics (formerly SQL Data Warehouse), Azure Data bricks, or Azure Synapse Studio to query and analyze your data.
- Delta Lake or Delta Tables: if you are working with Azure Data bricks, you might consider using Delta Lake or Delta Tables for managing your data lakes. Delta Lake provides ACID transactions and versioning to your data lake. Microsoft Fabric Training In Hyderabad
- Power BI Integration: Use Microsoft Power BI for creating visualizations and business intelligence reports based on your processed data. Microsoft Fabric Training in Ameerpet
- Security and Access Control: Implement proper security measures and access controls using Azure Active Directory to manage permissions and ensure data security.
Always check the official Microsoft Azure documentation for the latest features and best practices related to Lake House architecture on the Azure platform. Additionally, you may want to explore any specific updates or new services introduced after my last update in January 2022.
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