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Azure Synapse SQL Pool - Implement Polybase

Amit Navgire

In this 1-hour long project-based course, you will learn how to implement Polybase in Azure Synapse SQL Pool.

In this project, we are going to see how to implement Polybase in Azure Synapse SQL Pool.

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In this 1-hour long project-based course, you will learn how to implement Polybase in Azure Synapse SQL Pool.

In this project, we are going to see how to implement Polybase in Azure Synapse SQL Pool.

Polybase in simple words is, a feature provided by Azure SQL Pool through which you can access the data stored in Azure Data Lake Storage/Blob/HDFS using a SQL interface to access the files stored in above mentioned storage systems. Basically, you can execute SQL queries on the files containing the data.

To implement Polybase the source that we are considering is a text file stored in Azure Data Lake Storage - Gen2.

Pre requisites:

1. Azure subscription account

2. Basic understanding of Azure SQL Pool and Synapse Analytics

3. Basic understanding of T-SQL queries

Here is a brief description of the tasks we are going to perform in this project:

Task1: Create Azure Data Lake Storage - Gn2

In this task we are going to create the ADLS account which is going to have the source file (Customer.txt) which we would be eventually reading via SQL queries.

Task2: Create Source File and upload it on ADLS container

In this task, we are going to create a sample comma delimited text file and also see how to upload it on the container created in the ADLS account. Task1 & Task2 is to prepare our source.

Task3: Create Azure SQL Pool

In this task, we are going to create Azure SQL Pool and Azure Synapse Workspace. Polybase is a feature supported by Azure SQL Pool hence we need to create this service along with Synapse Workspace account.

Task4: Configure Polybase

So far in all above tasks we have created all the resources needed to configure and implement Polybase. Hence, in this task we are going to see how to configure Polybase.

Task5: Polybase in action

In this task, we are going to see polybase in action. We are going to see how to execute SQL queries on the Customer.txt file stored in ADLS account and retrieve the data.

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What's inside

Syllabus

Project Overview
Here you will describe what the project is about. It should give an overview of what the learner will achieve by completing this project.

Good to know

Know what's good
, what to watch for
, and possible dealbreakers
Develops hands-on skills in working with Azure Analytics, which is vital to data analytics
Taught by Amit Navgire, who has extensive experience and expertise in Azure Synapse SQL Pool
Involves practical implementation of Polybase, making it highly relevant to industry practices
Builds a strong foundation for understanding Polybase in Azure Synapse SQL Pool
The course requires prior knowledge of Azure SQL Pool and Synapse Analytics, which may be a barrier for beginners

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Reviews summary

Learner-friendly polybase

Learners say this beginner-friendly course on Polybase delivers engaging materials that make learning this topic efficient.
Can learn in short time
"s​angat cepat dan efektif sekali."
"I successfully completed Azure Synapse SQL Pool - Implement Polybase"
Materials are well-explained
"NICE"
"It was quick and easy to go through all the contents."
Course designed for beginners
"Best course for Beginners"
"Having invested more than an hour in this course, I can confidently affirm that it was a superb utilization of my time."

Activities

Coming soon We're preparing activities for Azure Synapse SQL Pool - Implement Polybase. These are activities you can do either before, during, or after a course.

Career center

Learners who complete Azure Synapse SQL Pool - Implement Polybase will develop knowledge and skills that may be useful to these careers:
Data Engineer
A Data Engineer is responsible for constructing and maintaining the systems that collect, store, and process data. A background in SQL Pool and Polybase helps build a foundation for a Data Engineer. This course teaches you how to use Polybase. Polybase allows a Data Engineer to connect an Azure SQL Pool database to external data sources. This can be useful for integrating data from disparate sources or for creating a data warehouse.
Data Analyst
Data Analysts use their knowledge of data and statistical methods to analyze and interpret data, identify trends, and draw conclusions. This course can help Data Analysts by teaching them how to use Polybase to access data from external sources, which can be useful for gathering data from multiple sources or for creating a data warehouse.
Business Analyst
Business Analysts use their knowledge of business and data to analyze and interpret data, identify trends, and make recommendations. This course can help Business Analysts by teaching them how to use Polybase to access data from external sources, which can be useful for gathering data from multiple sources or for creating a data warehouse.
Database Administrator
Database Administrators are responsible for the installation, configuration, and maintenance of databases. This course can help Database Administrators by teaching them how to configure Polybase, which can be useful for connecting an Azure SQL Pool database to external data sources.
Software Engineer
Software Engineers design, develop, and maintain software systems. This course can help Software Engineers by teaching them how to use Polybase to connect an Azure SQL Pool database to external data sources. This can be useful for integrating data from disparate sources or for creating a data warehouse.
Data Scientist
Data Scientists use their knowledge of mathematics, statistics, and computer science to analyze and interpret data, identify trends, and make predictions. This course can help Data Scientists by teaching them how to use Polybase to access data from external sources, which can be useful for gathering data from multiple sources or for creating a data warehouse.
Machine Learning Engineer
Machine Learning Engineers use their knowledge of mathematics, statistics, and computer science to develop and implement machine learning models. This course can help Machine Learning Engineers by teaching them how to use Polybase to access data from external sources, which can be useful for gathering data from multiple sources or for creating a data warehouse.
Data Architect
Data Architects design and implement data management solutions. This course can help Data Architects by teaching them how to use Polybase to access data from external sources, which can be useful for integrating data from disparate sources or for creating a data warehouse.
IT Manager
IT Managers plan, implement, and maintain the IT infrastructure of an organization. This course can help IT Managers by teaching them how to use Polybase to access data from external sources, which can be useful for gathering data from multiple sources or for creating a data warehouse.
Cloud Architect
Cloud Architects design and implement cloud computing solutions. This course can help Cloud Architects by teaching them how to use Polybase to access data from external sources, which can be useful for integrating data from disparate sources or for creating a data warehouse.
Data Warehouse Architect
Data Warehouse Architects design and implement data warehouse solutions. This course can help Data Warehouse Architects by teaching them how to use Polybase to access data from external sources, which can be useful for integrating data from disparate sources.
Database Developer
Database Developers design and develop database applications. This course can help Database Developers by teaching them how to use Polybase to access data from external sources, which can be useful for integrating data from disparate sources or for creating a data warehouse.
Information Architect
Information Architects design and implement information systems. This course may provide some useful background on Polybase, which can be used to access data from external sources. This can be useful for integrating data from disparate sources or for creating a data warehouse.
BI Developer
BI Developers design and develop business intelligence applications. This course may provide some useful background on Polybase, which can be used to access data from external sources. This can be useful for integrating data from disparate sources or for creating a data warehouse.
DBA
DBAs administer and maintain databases. This course may provide some useful background on Polybase, which can be used to access data from external sources. This can be useful for integrating data from disparate sources.

Reading list

We've selected six books that we think will supplement your learning. Use these to develop background knowledge, enrich your coursework, and gain a deeper understanding of the topics covered in Azure Synapse SQL Pool - Implement Polybase.
Introduces Power BI and Power Pivot for Excel, data analysis and visualization tools that can be used in conjunction with PolyBase to create interactive dashboards and reports.
Provides a comprehensive overview of dimensional modeling, which is the foundation for PolyBase. It valuable resource for anyone who wants to learn more about the concepts and techniques behind PolyBase.
Provides a comprehensive overview of Hadoop, which is the underlying technology for Azure Data Lake Storage. It valuable resource for anyone who wants to learn more about the concepts and techniques behind PolyBase.
Provides a comprehensive overview of data warehousing with SQL Server 2019, including a chapter on PolyBase. It valuable resource for anyone who wants to learn more about using PolyBase to build and manage data warehouses.
Provides a foundation in data warehousing concepts. It covers the different types of data warehouses, the process of designing and implementing a data warehouse, and the tools and techniques used to manage a data warehouse.

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