DP-3012-A: Implementing a Data Analytics Solution with Azure Synapse Analytics Course Overview
The DP-3012-A course equips professionals with the skills to implement data analytics solutions using Azure Synapse Analytics. This training is crucial for data engineers, analysts, and business intelligence professionals seeking to enhance their capabilities in managing and analyzing large datasets, ultimately driving informed decision-making in their organizations.
Course outline & what you'll learn
- Course Overview
- Introduction to Data Analytics and Azure Synapse Analytics
- Course Objectives and Learning Outcomes
Module 1: Introduction to Azure Synapse Analytics
Overview of Synapse Analytics
- Key Components and Architecture
- Synapse Studio and User Interface
Module 2: Data Ingestion and Preparation
- Data Sources and Ingestion Techniques
- Copying Data to Synapse
- Data Preparation and Transformation
Module 3: Data Warehousing with Synapse
- Designing a Data Warehouse
- Data Modeling Concepts
- Implementing Synapse SQL Pools
Module 4: Data Analytics
- Querying Data with T-SQL
- Using Synapse Spark for Data Processing
- Exploring Data Visualization Techniques
Module 5: Security and Access Control
- Data Security Features in Synapse
- Authentication and Authorization
- Managing Access Control and Permissions
Module 6: Monitoring and Management
- Monitoring Synapse Resources
- Performance Tuning and Optimization
- Troubleshooting Common Issues
Module 7: Integrating with Other Azure Services
- Connecting Azure Synapse with Azure Data Lake
- Integration with Power BI
- Using Azure Functions and Logic Apps
Module 8: Best Practices and Case Studies
- Implementing Best Practices for Data Analytics
- Real-world Case Studies and Applications
- Future Trends in Data Analytics with Azure
- Course Conclusion
- Review of Key Concepts
Assessment and Certification Preparation
- Resources for Further Learning
Why train with Traincrest
This Microsoft course is delivered by Traincrest's certified instructors, live online or in the classroom, with hands-on labs and a 98% exam success rate. Trusted by 500+ companies and 50,000+ students worldwide.