Building Advanced Analytic Solutions on Azure Using Synapse

Course Description

SkillDynamo’s Building Advanced Analytic Solutions on Azure Using Synapse course develops practical, role-relevant capability in building advanced analytics solutions with Azure Synapse across data lakes, SQL, Spark, pipelines, machine learning, security, and monitoring. The learning path progresses from essential concepts and planning to implementation, validation, troubleshooting, and operational use.

Learners work through realistic scenarios, instructor-led demonstrations, applied exercises, and evidence-based reviews. Each topic is connected to workplace responsibilities, common risks, quality controls, secure working practices, and measurable outcomes.

The content is independently written for SkillDynamo using the supplied source page as the title, update-date, duration, and topic-alignment reference. Learners finish with an applied scenario, documented validation evidence, and a prioritized improvement plan.

What You Will Learn

• Explain and apply Synapse components and workload selection, workspace and linked-service design, lake storage and data organization, identity, networking, and access controls within Building Advanced Analytic Solutions on Azure Using Synapse.
• Configure, validate, and troubleshoot Synapse components and workload selection, workspace and linked-service design, lake storage and data organization, identity, networking, and access controls using security, quality, governance, and operational controls.
• Explain and apply serverless and dedicated SQL concepts, Spark notebooks and data engineering, data preparation and transformation, pipelines, triggers, and dependency management within Building Advanced Analytic Solutions on Azure Using Synapse.
• Configure, validate, and troubleshoot serverless and dedicated SQL concepts, Spark notebooks and data engineering, data preparation and transformation, pipelines, triggers, and dependency management using security, quality, governance, and operational controls.
• Explain and apply feature preparation and analytical modeling, Azure Machine Learning integration, batch and interactive analytical patterns, result serving and downstream consumption within Building Advanced Analytic Solutions on Azure Using Synapse.
• Configure, validate, and troubleshoot feature preparation and analytical modeling, Azure Machine Learning integration, batch and interactive analytical patterns, result serving and downstream consumption using security, quality, governance, and operational controls.
• Explain and apply query and Spark optimization, monitoring, logging, and troubleshooting, governance, lineage, and cost controls, validation and production-readiness checklist within Building Advanced Analytic Solutions on Azure Using Synapse.
• Configure, validate, and troubleshoot query and Spark optimization, monitoring, logging, and troubleshooting, governance, lineage, and cost controls, validation and production-readiness checklist using security, quality, governance, and operational controls.

SkillDynamo Training Approach

SkillDynamo delivers this course through instructor-led demonstrations, hands-on exercises, scenario analysis, validation checklists, structured troubleshooting, solution reviews, and a final improvement plan. Learners repeatedly practice planning, implementation, evidence collection, testing, correction, documentation, and communication so the skills transfer confidently into real workplace situations.