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DP-203

Processing in Azure Using Batch Solutions

Mohit Batra

The recommended order of courses to prepare for the DP-203: Data Engineering on Microsoft Azure certification is as follows: * Building an Azure Data Engineer Foundation * Data Ingestion and Preparation * Processing in Azure Using Batch Solutions * Processing in Azure Using Streaming Solutions * Secure, Monitor, and Optimize Data Storage and Processing Finally, use the practice exams to test your understanding for the exam. In this course, *DP-203: Processing in Azure Using Batch Solutions*, you’ll learn to work with various Azure Data services to build end-to-end batch processing solutions. First, you’ll explore the different data services available in Azure that can be used for batch pipelines. Next, you’ll see how to extract data using Azure Synapse and Data Factory. Then, you’ll learn how to build pipelines by copying data, performing upserts, and handling dependencies and errors. Following this, you’ll see how to process data with Azure Databricks and Delta Lake. Finally, you’ll learn how to work with Azure Batch and manage data pipelines. When you’re finished with this course, you’ll have the skills and knowledge of Azure Data services needed to build batch processing solutions.

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Good to know

Know what's good
, what to watch for
, and possible dealbreakers
Develops Azure Data services skills, which are core skills for engineers processing big data
Teaches essential Azure services for building batch processing solutions
Provides hands-on experience in data extraction and data processing in Azure
May require prior foundational knowledge in Azure Data services
Part of a series; completing the recommended order of courses is beneficial

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Career center

Learners who complete DP-203: Processing in Azure Using Batch Solutions will develop knowledge and skills that may be useful to these careers:
Data Engineer
A Data Engineer designs, constructs, and maintains big data systems used to collect, store, and analyze vast amounts of data. While on the job, Data Engineers work with others to develop and implement solutions to complex data management challenges. This course, *DP-203: Processing in Azure Using Batch Solutions*, may be useful for an aspiring Data Engineer to learn how to build efficient and scalable batch processing data pipelines within Azure. By taking this course, a prospective Data Engineer can build a strong foundation in Azure Data services.
Data Analyst
Data Analysts collect, clean, and analyze data to help businesses make better decisions. They work with other analysts, scientists, and business leaders to identify and solve problems using data. This course, *DP-203: Processing in Azure Using Batch Solutions*, may be useful for an aspiring Data Analyst to learn how to build and manage data processing pipelines. This course will be especially helpful for a Data Analyst working with large datasets in Azure.
Data Scientist
Data Scientists develop algorithms to analyze data and build models to solve business problems. They work closely with other scientists, engineers, and business leaders to identify and solve problems using data. This course, *DP-203: Processing in Azure Using Batch Solutions*, may be useful for an aspiring Data Scientist to learn how to build and manage data processing pipelines. This course will be especially helpful for a Data Scientist working with large datasets in Azure.
Big Data Architect
Big Data Architects design and build big data systems used to collect, store, and analyze vast amounts of data. They work with other architects, engineers, and business leaders to develop and implement solutions to complex data management challenges. This course, *DP-203: Processing in Azure Using Batch Solutions*, may be useful for an aspiring Big Data Architect to learn how to build and manage data processing pipelines within Azure. By taking this course, a prospective Big Data Architect can build a strong foundation in Azure Data services.
Cloud Architect
Cloud Architects design and build cloud-based systems used to deliver applications and services over the internet. They work with other architects, engineers, and business leaders to develop and implement solutions to complex cloud computing challenges. This course, *DP-203: Processing in Azure Using Batch Solutions*, may be useful for an aspiring Cloud Architect to learn how to build and manage data processing pipelines in the cloud. By taking this course, a prospective Cloud Architect can build a strong foundation in Azure Data services.
Software Engineer
Software Engineers design, develop, and maintain software systems. They work with other engineers, scientists, and business leaders to develop and implement solutions to complex software development challenges. This course, *DP-203: Processing in Azure Using Batch Solutions*, may be useful for an aspiring Software Engineer to learn how to build and manage data processing pipelines using Azure Data services.
Database Administrator
Database Administrators design, build, and maintain databases used to store and manage data. They work with other administrators, engineers, and business leaders to develop and implement solutions to complex database management challenges. This course, *DP-203: Processing in Azure Using Batch Solutions*, may be useful for an aspiring Database Administrator to learn how to build and manage data processing pipelines within Azure. By taking this course, a prospective Database Administrator can build a strong foundation in Azure Data services.
Data Warehouse Engineer
Data Warehouse Engineers design, build, and maintain data warehouses used to store and manage large amounts of data. They work with other engineers, scientists, and business leaders to develop and implement solutions to complex data management challenges. This course, *DP-203: Processing in Azure Using Batch Solutions*, may be useful for an aspiring Data Warehouse Engineer to learn how to build and manage data processing pipelines within Azure. By taking this course, a prospective Data Warehouse Engineer can build a strong foundation in Azure Data services.
Data Integration Engineer
Data Integration Engineers design, build, and maintain data integration systems used to connect and integrate data from multiple sources. They work with other engineers, scientists, and business leaders to develop and implement solutions to complex data integration challenges. This course, *DP-203: Processing in Azure Using Batch Solutions*, may be useful for an aspiring Data Integration Engineer to learn how to build and manage data processing pipelines within Azure. By taking this course, a prospective Data Integration Engineer can build a strong foundation in Azure Data services.
Data Governance Analyst
Data Governance Analysts develop and implement policies and procedures to ensure the integrity and security of data. They work with other analysts, scientists, and business leaders to develop and implement solutions to complex data governance challenges. This course, *DP-203: Processing in Azure Using Batch Solutions*, may be useful for an aspiring Data Governance Analyst to learn how to build and manage data processing pipelines within Azure. By taking this course, a prospective Data Governance Analyst can build a strong foundation in Azure Data services.
Business Intelligence Analyst
Business Intelligence Analysts analyze data to identify trends and patterns that can help businesses make better decisions. They work with other analysts, scientists, and business leaders to develop and implement solutions to complex business intelligence challenges. This course, *DP-203: Processing in Azure Using Batch Solutions*, may be useful for an aspiring Business Intelligence Analyst to learn how to build and manage data processing pipelines within Azure. By taking this course, a prospective Business Intelligence Analyst can build a strong foundation in Azure Data services.
Machine Learning Engineer
Machine Learning Engineers design, build, and maintain machine learning models used to solve business problems. They work with other engineers, scientists, and business leaders to develop and implement solutions to complex machine learning challenges. This course, *DP-203: Processing in Azure Using Batch Solutions*, may be useful for an aspiring Machine Learning Engineer to learn how to build and manage data processing pipelines within Azure. By taking this course, a prospective Machine Learning Engineer can build a strong foundation in Azure Data services.
Cloud Data Engineer
Cloud Data Engineers design, build, and maintain data infrastructures in the cloud. They work with other engineers, scientists, and business leaders to develop and implement solutions to complex cloud data engineering challenges. This course, *DP-203: Processing in Azure Using Batch Solutions*, may be useful for an aspiring Cloud Data Engineer to learn how to build and manage data processing pipelines within Azure. By taking this course, a prospective Cloud Data Engineer can build a strong foundation in Azure Data services.
ETL Developer
ETL Developers design, build, and maintain ETL (Extract, Transform, Load) systems used to extract data from multiple sources, transform it into a consistent format, and load it into a data warehouse or other data store. They work with other engineers, scientists, and business leaders to develop and implement solutions to complex ETL challenges. This course, *DP-203: Processing in Azure Using Batch Solutions*, may be useful for an aspiring ETL Developer to learn how to build and manage data processing pipelines within Azure. By taking this course, a prospective ETL Developer can build a strong foundation in Azure Data services.
Data Architect
Data Architects design and build data architectures used to store and manage data. They work with other architects, engineers, and business leaders to develop and implement solutions to complex data management challenges. This course, *DP-203: Processing in Azure Using Batch Solutions*, may be useful for an aspiring Data Architect to learn how to build and manage data processing pipelines within Azure. By taking this course, a prospective Data Architect can build a strong foundation in Azure Data services.

Reading list

We've selected two 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 DP-203: Processing in Azure Using Batch Solutions.
Provides a comprehensive overview of data science and big data analytics, covering key concepts, techniques, and tools. It valuable resource for students and professionals who want to learn about data science and big data.
Provides a comprehensive overview of Microsoft Azure Security Center, a cloud-based security management service. It valuable resource for security engineers and architects who want to use Azure Security Center to protect their cloud environments.

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