Microsoft Azure - Data Lake

Build practical skills in designing and operating analytics solutions with Microsoft Azure Data Lake through a structured, hands-on learning experience. This course introduces the fundamentals of Azure Data Lake architecture before guiding you through U-SQL scripting, scalable data processing, data aggregation, advanced query development, job monitoring, and data store management. Designed for learners who want to develop practical Azure Data Lake skills, the course combines conceptual understanding with real-world workflows. You will learn to construct and execute U-SQL scripts, process and transform data, create reusable views, functions, and stored procedures, and monitor job execution using diagnostics, job graphs, heat maps, and vertex execution views. You will also manage Azure Data Lake resources using the Azure portal, Azure CLI, PowerShell, and Visual Studio while exploring pricing models to support efficient resource planning. What makes this course unique is its end-to-end approach that connects data ingestion, processing, optimization, monitoring, and management within a single Azure Data Lake workflow. By the end of the course, you will be able to design, implement, optimize, and manage Azure Data Lake analytics solutions with greater confidence while applying practical techniques for performance tuning, automation, and cost efficiency.