Master the advanced SQL techniques that separate proficient data engineers from the experts. This course transforms your ability to reshape complex data structures and compute sophisticated analytical metrics that power enterprise data pipelines.
This Short Course was created to help data management and engineering professionals accomplish seamless data transformation and advanced analytical computations.
By completing this course, you'll be able to confidently normalize wide-format data structures, implement complex window functions for time-series analysis, and optimize data pipeline performance across major cloud platforms including Azure Synapse, SQL Server, Teradata, and Snowflake.
By the end of this course, you will be able to:
Analyze the transformation of pivoted data into a normalized format and its associated trade-offs
Apply SQL window functions to compute rolling and rank-based metrics
This course is unique because it bridges the gap between basic SQL operations and enterprise-grade data transformation techniques, providing hands-on experience with real-world scenarios that mirror production data engineering challenges.
To be successful in this project, you should have a background in intermediate SQL, experience with data warehousing concepts, and familiarity with at least one enterprise database platform.
Learners will master UNPIVOT to normalize datasets and should know basic SQL; familiarity with analytical concepts is helpful but not required.
涵盖的内容
3个视频2篇阅读材料1个作业
显示有关单元内容的信息
3个视频•总计24分钟
Why Data Normalization Through UNPIVOT Transforms Enterprise Analytics•3分钟
Understanding UNPIVOT Operations and Data Structure Trade-offs•7分钟
Implementing UNPIVOT Operations in SQL Server Management Studio•15分钟
2篇阅读材料•总计16分钟
UNPIVOT Syntax Patterns and Implementation Strategies•8分钟
Transforming Wide Sales Data with UNPIVOT Operations•8分钟
1个作业•总计5分钟
UNPIVOT Operations and Data Transformation Trade-offs Assessment•5分钟
Module 2: Window Functions for Rolling Metrics - Core Application
第 2 单元•小时 后完成
单元详情
Learners will implement sophisticated window functions to calculate rolling averages, ranking metrics, and time-series analysis that power enterprise analytical dashboards and reporting systems.
涵盖的内容
3个视频1篇阅读材料3个作业
显示有关单元内容的信息
3个视频•总计21分钟
How Window Functions Transform Time-Series Analytics•4分钟
Mastering Window Function Syntax and PARTITION BY Logic•7分钟
Building Rolling Metrics with Window Functions in Azure Synapse Analytics•11分钟
1篇阅读材料•总计8分钟
Advanced Window Function Patterns for Enterprise Analytics•8分钟
3个作业•总计30分钟
Comprehensive SQL Window Functions and Data Transformation Mastery Assessment•10分钟
Implement 7-Day Rolling Session Metrics for Enterprise Dashboard•15分钟
Advanced Window Functions and Rolling Metrics Mastery Check•5分钟
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