Microsoft Cloud Workshop: Azure Synapse Analytics and AI Course Overview
The Microsoft Cloud Workshop: Azure Synapse Analytics and AI Course Overview equips data professionals, analysts, and developers with essential skills to leverage Azure Synapse for data integration, analytics, and AI solutions. This course emphasizes the importance of harnessing big data and advanced analytics, enabling participants to drive data-driven decision-making and enhance organizational performance in today's competitive landscape.
Course outline & what you'll learn
Overview of Azure Synapse Analytics
- Key features and benefits
- Connecting to data sources
- Data transformation and pipeline creation
- Using Azure Data Factory with Synapse
- Architecture of Azure Synapse Analytics
- Designing and implementing a data warehouse
- Best practices for data modeling
- Introduction to Azure Data Lake Storage
- Integrating big data with Synapse
- Querying data using Spark and SQL
Overview of built-in analytics capabilities
- Connecting Power BI to Azure Synapse
- Creating dashboards and reports
- Introduction to AI capabilities in Azure
- Building and deploying machine learning models
- Leveraging Azure Machine Learning with Synapse
- Implementing security best practices
- Understanding data governance and compliance
- Role-based access control and authentication
- Tools for monitoring Synapse performance
- Optimizing queries and workload management
- Troubleshooting common issues
- Analyzing successful implementations
- Hands-on lab exercises
- Industry-specific use cases
- Review of key concepts
- Resources for further learning
- Certification preparation advice
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.