This course helps you master Azure Data Factory, build scalable pipelines, integrate data, orchestrate workflows, and excel in data engineering roles.
Intermediate
52 Lessons
7h
This course helps you master Azure Data Factory, build scalable pipelines, integrate data, orchestrate workflows, and excel in data engineering roles.
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This course includes
This course includes
Course Overview
Azure has become a leading cloud platform. Expertise in ADF opens doors to lucrative roles in data engineering and analytics. This course provides you with the essential skills to master Azure Data Factory. You’ll start with ADF’s core concepts, architecture, and data connectivity to both on-premises and cloud sources. Through hands-on lessons and real-world examples, you’ll learn to create, manage, and monitor pipelines, handle incremental data loads, and work with version control using Git. Advanced topi...Show More
What You'll Learn
An understanding of Azure Data Factory’s fundamentals, benefits, and role in data integration and processing
Hand-on experience implementing data pipelines in ADF, including data transformation, copying, masking, and scheduling
Proficiency in big data processing techniques using Azure SQL, HDInsight, and Hive and leveraging machine learning capabilities in ADF
The ability to connect ADF to various data sources, both on-premises and in the cloud, and perform data profiling and modeling
What You'll Learn
An understanding of Azure Data Factory’s fundamentals, benefits, and role in data integration and processing
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Course Content
Getting Started
Introduction to Azure Data Factory
Setting Up an Azure Data Factory Environment
Data Connectivity and Management
Azure Data Factory: Introduction and Connectivity Exam
Assessment
Creating Data Pipelines in Azure Data Factory
Managing and Monitoring Azure Data Factory Pipelines
7 Lessons
Azure Data Factory: Designing and Maintaining Data Pipelines Exam
Assessment
Big Data Integration and Processing
6 Lessons
Machine Learning and Advanced Analytics
5 Lessons
Azure Data Factory: Big Data Processing and Machine Learning Exam
Assessment
Data Governance and Security
5 Lessons
Azure Data Factory: Best Practices
4 Lessons
Conclusion
1 Lesson
Appendix
1 Lesson
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