The course focuses on writing and tuning queries and programming with T-SQL in SQL Server 2012, 2014, 2016, 2017 and in Azure SQL Database.
In this course you will learn the details and capabilities of T-SQL in the following areas: Logical Query Processing; Query Tuning (Internals and Index Tuning, including Columnstore Indexes, Query Store, New Cardinality Estimator, Temporary Tables, Sets vs. Cursors, Query Tuning with Query Revisions); Subqueries and Table Expressions (Derived Tables, CTEs, Views, Inline Table-Valued Functions), Recursive Queries, APPLY Operator, Joins and Set Operators; Aggregating, Pivoting and Windowing (including Aggregate, Ranking and Offset Window Functions), Custom Aggregates and STRING_AGG; TOP and OFFSET-FETCH; Data Modification; Working with Date and Time (including System-Versioned Temporal Tables); Programmable Objects (Dynamic SQL, User Defined Functions, Stored Procedures, Triggers, Transactions and Concurrency, Exception Handling); In-Memory OLTP.
You will learn how to use T-SQL to solve practical problems such as: Relational Division, Missing and Existing Ranges (Gaps and Islands), Separating Elements, Pivoting and Unpivoting, Ranking and Offset, Running Totals, Moving Averages, YTD, Custom Aggregations, TOP and OFFSET-FETCH Problems, Paging, Top N Per Group, Median, Data De-Duplication, Handling Sequences, Merging Data, Treatment of Temporal Intervals (Intersection, Max Concurrent, Packing), Dynamic Search Condition (aka Dynamic Filtering), Migrating On-Disk to Memory Optimized Data, and more.
You will learn how to tune your queries, how to develop efficient routines including user defined functions, stored procedures and triggers, work in multi-user environments with transactions and isolation levels, and use dynamic SQL securely and efficiently.
The course provides a dedicated module focusing on query tuning. The module covers internals and index tuning, including coverage of Columnstore data, index access methods, cardinality estimations, query store, temporary tables, set vs. cursors, and query tuning using query revisions. Moreover, query tuning is in the heart of this course and is incorporated in the different modules throughout the course. With each querying/programming task the discussions will revolve around logical aspects, set-based vs. iterative/procedural programming and optimization of the solutions.
The course workbook also contains a bonus self-study appendix on Graphs and Recursive queries. This appendix covers graphs, trees and hierarchies. It explains how to model and query such structures. It also covers the HIERARCHYID datatype, and the SQL Graph feature.
This course is developed and regularly updated by Itzik Ben-Gan, a mentor and one of the founders of SolidQ, author of award winning books about T-SQL, a columnist in SQL Server Pro magazine, a Microsoft Data Platform MVP since 1999, and a regular speaker in SQL Server related events.
This course is intended for:
- T-SQL Programmers, DBAs, Data Scientists, Architects, and Analysts
- Those that need to write or review T-SQL code in SQL Server 2012, 2014 and 2016
- Understand logical query processing and SQL Server's internal data structures
- Be able to analyze & tune query performance, and analyze query execution plans
- Handle data and time data, including intervals
- Describe the changes between the legacy and new cardinality estimators
- Be able to solve complex querying and programming tasks
- Create system-versioned temporal tables
- Think of therms of sets, and be able to compare set based and iterative solutions
- Describe performance problems related to use of user defined functions and possible workarounds
- Be able to migrate on-disk data to memory optimized data
- Logical Query Processing
- Logical Query Processing Order
- Logical Query Processing Example
- Phase Details
- Query Tuning
- Internals and Index Tuning
- New Cardinality Estimator
- Temporary Tables
- Sets vs. Cursors
- Query Tuning with Query Revisions
- Multi-Table Queries
- Subqueries and Table Expressions
- APPLY Operator
- Set Operators
- Grouping, Pivoting and Windowing
- Window Functions
- Pivoting and Unpivoting Data
- Custom Aggregations
- Grouping Sets (bonus self-study unit)
- TOP, OFFSET-FETCH and APPLY
- TOP N Per Group
- Data Modification
- Inserting Data
- Deleting Data
- Updating Data
- Merging Data
- The OUTPUT Clause
- Working with Date and Time
- Date and Time Datatypes
- Date and Time Functions
- Date and Time Challenges
- System-Versioned Temporal Tables
- Date and Time Query Problems
- Programmable Objects
- Dynamic SQL
- User Defined Functions
- Stored Procedures
- Transactions and Concurrency
- Exception Handling
- In-Memory OLTP
- Intro to In-Memory OLTP
- Memory Optimized Table and Indexes
- Natively Compiled Modules
- Transaction Semantics
At least one year of T-SQL querying and programming experience in SQL Server is recommended.
För att alltid hålla en hög kvalitet på våra teknikkurser använder vi både engelsk- och svensktalande experter som kursledare.