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 objectives
A Hitchhikers Guide to Mastering Fabric Analytics Engineering Certificate DP-600
NOTE: THIS MEETING IS AT 12:00 PM PT Have you ever dreamed of becoming a certified Microsoft Fabric Analytics Engineer, but don’t know where to start? If you answered YES to this question, then this session is for you! In this special lunchtime meeting, you will learn from Microsoft Fabric expert Nikola Ilic about what it takes to pass the Microsoft Fabric Analytics Engineering Certificate exam and start your career in the exciting world of Data Analytics. You'll learn: 1. What a Microsoft Fabric Analytics Engineer does 2. Tips for solving common challenges as a Microsoft Fabric Analytics Engineer 3. Microsoft Fabric exam preparation strategies and resources After this meeting, you'll be better prepared to complete the Microsoft Fabric Analytics Engineer Certificate and start your journey to become a Microsoft Fabric Analytics Engineer. Nikola Ilic (aka Data Mozart ) will present from Salzburg, Austria, birthplace of Mozart. Nikola makes music from data! Nikola is a Microsoft Data Platform MVP, Pluralsight author, and #PowerBI and #SQLServer fanatic. He's passionate about Data Analysis, Data Modeling, and extracting knowledge from raw data. Nikola has extensive experience in the Banking and Online Gaming industries.Hitchhikers Guide to Mastering DP-600 Exam
Have you ever dreamed of becoming a certified Microsoft Fabric Analytics Engineer, but don’t know where to start? If you answered YES to this question, then this session is for you! You'll learn: * What a Microsoft Fabric Analytics Engineer does * Tips for solving common challenges as a Microsoft Fabric Analytics Engineer * Microsoft Fabric exam preparation strategies and resources After this meeting, you'll be better prepared to complete the Microsoft Fabric Analytics Engineer Certificate and start your journey to become a MS Fabric Analytics Engineer. 𝙋𝙚𝙧𝙨𝙞𝙖𝙣 𝙋𝘽𝙄𝙐𝙂- 𝙈𝙞𝙘𝙧𝙤𝙨𝙤𝙛𝙩 𝘾𝙤𝙢𝙢𝙪𝙣𝙞𝙩𝙮: https://bit.ly/3IAg7xT 𝙇𝙞𝙣𝙠𝙚𝙙𝙄𝙣: https://bit.ly/32tGkif 𝙏𝙚𝙡𝙚𝙜𝙧𝙖𝙢 𝘾𝙝𝙖𝙣𝙣𝙚𝙡: https://t.me/PersianPBIUG 𝙔𝙤𝙪𝙏𝙪𝙗𝙚: https://bit.ly/3hk20RL Language: EnglishData Analytic Group - Global Fabric Data Days PL-300: Power BI
Join the Data Analytic Group (DAG) for a full-day, structured study group designed to help you prepare for the PL-300: Microsoft Power BI Data Analyst certification exam. Learn directly from experienced community speakers across five focused sessions covering every major exam domain — from foundational concepts to final exam-day tips. Agenda (IST): TimeSessionTopicSpeaker 09:00 – 10:00 AM Session 1 PL-300 and Power BI Overview Suparna Babu 10:00 – 11:00 AM Session 2 Design and Implement a Data Model Amit Chandak 11:00 – 12:00 PM Session 3 Design Power BI Reports Aadil Latif 12:00 – 01:00 PM Session 4 Create and Manage Workspaces and Assets Dr. S. Gomathi 01:00 – 01:30 PM Session 5 Prepare for Exam Day and Open Q&A Juluri Shashi Who should attend: Anyone preparing for the PL-300 certification, Power BI developers, data analysts, and community members looking to strengthen their fundamentals. Format: Live sessions with practical walkthroughs, real exam-style discussion, and open Q&A with each speaker. Come with your questions and leave exam-ready! Organizers: Rajendra Ongole, Koundinya Lanka,Shashi,Navya K Team: Charitha Reddy, Meghana,Sreekar T 𝑹𝒆𝒈𝒊𝒔𝒕𝒆𝒓 𝒂𝒕 𝑴𝒆𝒆𝒕𝒖𝒑: https://www.meetup.com/dataanalyticgroup/ 𝑱𝒐𝒊𝒏 𝒕𝒉𝒆 𝑾𝒉𝒂𝒕𝒔𝑨𝒑𝒑 𝑮𝒓𝒐𝒖𝒑: https://chat.whatsapp.com/CkMRYzyoKSNKbXUs2IN2MU 𝑱𝒐𝒊𝒏 𝒕𝒉𝒆 𝑾𝒉𝒂𝒕𝒔𝑨𝒑𝒑 𝑪𝒉𝒂𝒏𝒏𝒆𝒍 𝑳𝒊𝒏𝒌:https://whatsapp.com/channel/0029VaBgfAwDOQIeuTjGbF3u YouTube channel: https://www.youtube.com/@Dataanalyticgroup 𝑱𝒐𝒊𝒏 𝒖𝒔 𝒐𝒏 𝑭𝒂𝒃𝒓𝒊𝒄 𝑪𝒐𝒎𝒎𝒖𝒏𝒊𝒕𝒚 : https://community.fabric.microsoft.com/t5/Data-Analytic-Group/gh-p/DataAnalyticGroup 🔗 𝑨𝒍𝒔𝒐 𝒂𝒗𝒂𝒊𝒍𝒂𝒃𝒍𝒆 𝒐𝒏 Discord: https://discord.gg/CGvZ2Nu9 We look forward to having you attend the event!
