Bridge to a New Universe - The End-to-End Azure Data Platform

סקירה כללית

Explore Microsoft's Azure Data Platform:

Leverage SQL and Azure skills, new tools, and platforms to transform data into business insights and predictions in a comprehensive virtual environment.

סילבוס

• Introduction to Azure Data Platform
Overview of Azure data services
Benefits of using Azure for data management
• Fundamentals of Azure SQL
Introduction to SQL databases in Azure
Azure SQL Database vs. Managed Instance
Basic SQL querying and management tasks
• Data Integration and Transformation
Introduction to Azure Data Factory
Designing and deploying data pipelines
Use of Azure Databricks for data transformation
• Azure Data Storage Options
Understanding Azure Blob Storage
Exploring Azure Data Lake Storage
Best practices for data storage and access
• Advanced Analytics with Azure
Introduction to Azure Synapse Analytics
Real-time data analytics with Azure Stream Analytics
Machine learning capabilities in Azure
• Visualization and Reporting
Integrating Power BI with Azure data services
Creating interactive dashboards and reports
Sharing insights across the organization
• Security and Data Governance
Implementing Azure data security best practices
Data governance policies and compliance
Role-based access control in Azure
• Designing End-to-End Data Solutions
Planning and architecting Azure data solutions
Case studies of successful data solutions on Azure
Future trends in cloud-based data platforms
• Hands-On Labs and Projects
Setup and configuration of Azure data services
Building and optimizing data pipelines
Creating and deploying a machine learning model
• Closing Remarks and Further Resources
Recap of core concepts and skills
Additional learning pathways and certifications
Networking and community engagement opportunities in Azure data services

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נושאים

Conference Talks