Developing SQL Data Warehouse

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Duration  3 days – 21 hrs.

 

Overview

 

This intensive 3-day training course is designed for database developers and professionals aiming to build a strong foundation in developing SQL databases. Participants will delve into essential concepts, hands-on exercises, and real-world scenarios to master the skills needed to design, implement, and optimize SQL databases effectively.

 

Objectives

 

  • Understand the fundamentals of database development.
  • Explore the lifecycle of database development.
  • Install and configure SQL Server.
  • Familiarize with SQL Server Management Studio (SSMS).
  • Master the principles of Entity-Relationship Diagrams (ERD).
  • Apply normalization techniques for effective data modeling.
  • Work with advanced data modeling concepts like views, indexes, and triggers.
  • Implement Temporal Tables for time-based data storage.
  • Acquire proficiency in T-SQL syntax and data types.
  • Perform data retrieval with SELECT statements.
  • Utilize joins, subqueries, and Common Table Expressions (CTEs).
  • Implement dynamic SQL and stored procedures.
  • Create and manage stored procedures.
  • Develop user-defined functions and implement triggers.
  • Analyze query execution plans for optimization.
  • Implement indexing strategies for enhanced performance.
  • Manage security at the database and object levels.
  • Implement secure data encryption.
  • Design and implement backup and recovery strategies.
  • Monitor and maintain SQL Server databases.

Audience

 

  • Database Developers: Individuals responsible for designing, implementing, and maintaining databases.
  • Database Administrators (DBAs): DBAs seeking to enhance their skills in database development and optimization.
  • SQL Server Developers: Developers working specifically with SQL Server databases and aiming to deepen their knowledge.
  • Data Analysts and Data Scientists: Professionals involved in data analysis and scientific research who want to strengthen their database development skills.
  • Business Intelligence (BI) Developers: BI professionals working with SQL Server databases as part of their data analysis and reporting tasks.
  • IT Professionals and System Administrators: IT professionals and system administrators involved in managing and maintaining SQL Server databases.
  • Software Engineers and Architects: Software engineers and architects interested in database design and interaction with SQL Server databases.
  • Technology Managers: Managers overseeing technology teams, wanting to ensure their teams are well-versed in SQL database development.
  • IT Students and Graduates: Students pursuing a career in IT, computer science, or related fields with an interest in database development.
  • Business Analysts: Business analysts involved in querying databases to extract meaningful insights for decision-making.
  • Anyone Involved in Database Development: Individuals from various roles who interact with databases and want to improve their database development skills.

 

Pre- requisites 

  • Must know how to use computer 
  • Proficiency in spreadsheets is an advantage.
  • Basic knowledge in SQL is an advantage.

Course Content

 

Module 1 : Data Warehouse Overview

 

  • Data Warehouse Basics
  • Data Warehouse architecture
  • Data Warehouse infrastructure
  • Columnar storage
  • OLTP vs OLAP

 

Module 2: Data Modeling

 

  • Setting up an ETL process
  • Dimensional Modeling: Facts & Dimensions
  • Implementing a complete data warehouse hands-on
  • Slowly Changing Dimensions

 

Module 3: Data Transformation

 

  • Understanding ETL tools
  • ELT vs. ETL
  • Data sources
  • ETL with SSIS

 

Module 4: Optimization, Deployment, and Processing Technique

 

  • Optimizing a data warehouse using indexes
  • Cloid vs on-premises data warehouse
  • Massive parallel processing
  • Columnar storage
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