Microsoft DP-700 prep: Fabric Data Engineer Associate

Overview

This course covers the content required for the Microsoft DP-700 "Fabric Data Engineer Associate" certification exam, using the Study Guide for "Implementing Analytics Solutions Using Microsoft Fabric".

Syllabus

• Course Introduction and Overview
Introduction to the DP-700 Certification
Overview of Microsoft Fabric and its components
Course objectives and structure
• Module 1: Implement Data Storage Solutions
Understand data storage options in Microsoft Fabric
Design and implement data lake storage solutions
Configure storage account access keys and shared access signatures
• Module 2: Manage and Optimize Data Processing
Implement data ingestion using Microsoft Fabric
Optimize data pipelines for performance and cost
Monitor data processing and troubleshoot failures
• Module 3: Implement Data Security
Configure and manage data security solutions
Implement data masking and encryption
Manage access control and permissions
• Module 4: Develop and Manage Model Deployment
Design and develop data models
Use the Fabric platform to deploy and manage models
Monitor and optimize model performance
• Module 5: Implement Advanced Data Analytics
Utilize machine learning and AI features in analytics solutions
Implement real-time data analytics solutions
Integrate with Power BI for dashboarding and reporting
• Module 6: Optimize and Troubleshoot Data Solutions
Implement monitoring solutions for data systems
Troubleshoot common issues in data solutions
Optimize performance and cost in data architectures
• Module 7: Prepare for Certification Exam
Review key concepts and topics covered
Practice with sample exam questions and scenarios
Exam preparation strategies and study tips
• Course Conclusion
Recap of key learnings
Next steps for certification exam
Additional resources and support for further learning

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Taught by

Phillip Burton • 850,000+ students so far and I Do Data Limited

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Subjects

Programming