Session 4: DP-700 Study Group | Exam Review + Scenario Practice
It’s time to bring everything together. In the final session of our four-part DP-700 study group, we’ll review key Microsoft Fabric Data Engineer concepts, work through scenario-based questions, and identify the areas everyone should focus on during their final exam preparation. The goal isn't simply to memorize answers. We want to understand why one solution is the best choice for a particular scenario and become more comfortable applying Fabric knowledge under exam conditions. Bring your questions and any topics you want to revisit. We’ll use this final hour to close gaps and help everyone leave with a clear plan for their remaining study time. Recommended resources DP-700 Practice Assessment Microsoft recommends the newer Practice Assessment experience on AI Skills Navigator because it more closely aligns with the exam experience. DP-700 Exam Prep Video Microsoft lists this video among the official DP-700 study resources. Microsoft Certification Exam Sandbox The sandbox allows participants to explore the certification exam environment before exam day. DP-700 Exam Study Guide Participants can use the guide as a final checklist against all current skills measured. Monitor Activities in Microsoft Fabric This module covers monitoring concepts, the Fabric Monitoring Hub, and taking action through Activator.Session 3: DP-700 Study Group | Data Architecture, Optimization + Security
In Session 3 of our four-part DP-700 study group, we’ll move beyond simply building data solutions and focus on designing them to be manageable, secure, reliable, and performant. This session is especially useful for strengthening the architectural thinking behind DP-700 scenario questions. In this session, we’ll focus on: Designing Lakehouse-based solutions Delta tables and data organization Shortcuts and OneLake data access patterns Performance and optimization considerations Monitoring and troubleshooting data engineering workloads Security, permissions, and governance considerations Evaluating architecture choices in DP-700-style scenarios We’ll use the discussion to move beyond memorizing individual Fabric features and instead practice deciding which capability or design is appropriate for a given situation and why. Come prepared to challenge assumptions and work through scenarios together. Before the session: Review the current DP-700 study guide and post a comment with any questions or areas you’d like the group to explore. Recommended resources Manage a Microsoft Fabric Environment Learning Path This path brings together CI/CD, monitoring, security, access controls, and Fabric administration. Secure Data Access in Microsoft Fabric This module focuses on Fabric’s multilayer security and access-control model. Work with Delta Lake Tables in Microsoft Fabric This module covers the Delta Lake table capabilities used in Fabric lakehouses. Microsoft Fabric End-to-End Security Scenario This is a useful scenario-based resource for discussing lakehouse security, medallion architecture, and differentiated access to bronze, silver, and gold data layers.Session 1: DP-700 Study Group | Getting Started + Fabric Data Engineering Foundations
Join us for Session 1 of our four-part DP-700 study group as we begin preparing for the Microsoft Fabric Data Engineer (DP-700) certification exam. We’ll start by orienting ourselves to the exam and then focus on the core Microsoft Fabric concepts and data engineering patterns you’ll need throughout the study series. In this session, we’ll focus on: Understanding what to expect from DP-700 Microsoft Fabric architecture and core workloads Fabric workspaces and data engineering experiences OneLake, Lakehouses, and related storage concepts Identifying the areas where you may want to spend additional study time Before the session: Review the current DP-700 study guide and post a comment with any questions or areas you’d like the group to explore. Recommended preparation and resources: • Review the DP-700 Exam Study Guide • Explore the Fabric Data Engineer Associate certification • Begin the Get Started with Microsoft Fabric learning path • Review the Fabric Data Engineering overview _Session 2: DP-700 Study Group | Ingest and Transform Data
Session 2 of our four-part DP-700 study group focuses on one of the most important parts of working as a Fabric Data Engineer: getting data into Fabric and transforming it for downstream use. We’ll connect DP-700 exam objectives to practical Microsoft Fabric data engineering scenarios and discuss when different ingestion and transformation approaches make sense. In this session, we’ll focus on: Data ingestion patterns in Microsoft Fabric Pipelines and orchestration Working with notebooks Apache Spark and data transformations Dataflows Gen2 and other transformation options Batch and incremental data processing concepts Choosing the right approach for different scenarios Throughout the hour, we’ll connect the technology to the types of scenario-based questions you may encounter while preparing for DP-700. Before the session: Review the current DP-700 study guide and post a comment with any questions or areas you’d like the group to explore. Recommended preparation and resources: Complete the Ingest Data with Microsoft Fabric learning path Review the Apache Spark in Microsoft Fabric module Learn how to orchestrate Fabric processes Review the DP-700 ingestion and transformation objectivesDP700 Mastermind Study Group: Live Info Session + Q&A
Are you thinking about getting Microsoft certified but don’t want to go it alone? Come join this live info session to learn all about the Mastermind Study Group — a high-energy, hands-on experience designed to help you stay motivated, focused, and fully prepared for the DP-700 (Microsoft Fabric Data Engineer) exam. In just 30 minutes, you'll learn: -What makes this study group different from a regular course -Who it’s for and how it works -What kind of commitment and accountability structure to expect -How we support each other with teamwork, practice, and real progress -What past members are saying — and why they passed And of course, you'll get the chance to ask questions live to see if this is the right fit for you. Whether you’re 100% ready or just curious, come hang out and find out how this could be the push you need to finally get certified. #DP700 #MicrosoftCertification #MicrosoftFabricWomen in Microsoft Fabric
Join the Sudan Microsoft Fabric Community for an inspiring, story-driven session that shows how a small study group of Sudanese women transformed their shared passion for data into a thriving user community—and how you can follow the same path. Whether you are new to data, preparing for Microsoft certifications, or simply curious about Microsoft Fabric, this session will give you clear, actionable guidance and the motivation to start (and stay) on your data journey. Why Attend? Real-world inspiration – Hear a candid success story of collaborative learning, exam preparation, and career growth. Technical clarity – Understand where Microsoft Fabric fits within analytics, data science, and AI—and why it matters. Certification roadmap – Get practical tips, study resources, and scheduling guidance for exams PL-300, DP-700, and DP-600. Community support – Learn how a Microsoft-recognized user group can mentor, motivate, and accelerate your progress. Date: Saturday, 26 July 2025 Time: 8:00-9:30 Sudan | 9:00-10:30 KSA | 13:00–14:30 CST Cost: Free We look forward to Grow together—see you on 26 July! Finally join us in Sudan Microsoft Fabric User Group: https://community.fabric.microsoft.com/t5/Sudan-Microsoft-Fabric-User/gh-p/SudanMicrosoftFabric Join our WhatsApp Group for the latest updates and inquiries: https://chat.whatsapp.com/KTob3qKswMYFbNgPOgaTj6
