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DTSTART;TZID=Australia/Melbourne:20260217T090000
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DTSTAMP:20251214T234512Z
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UID:413-1771318800-1771434000@dataschola.com.au
SUMMARY:End-to-End School Analytics with Microsoft Fabric - Bring Your Own Data (BYOD)
DESCRIPTION:From BYOD School Systems to Trusted\, Actionable Insights \nEvery school records attendance — but very few truly trust it. \nDifferent systems\, different rules\, late corrections\, partial absences\, compliance requirements… attendance data is messy by nature.This hands-on training shows you how to turn attendance data from any school system into a reliable\, operational analytics platform using Microsoft Fabric. \nWhether your school uses TASS\, Compass\, Sentral\, Synergetic\, or another SIS\, you’ll learn a BYOD (Bring Your Own Data) architecture that adapts to your systems — not the other way around. \n🔍 What Makes This Training Different\nThis is not system training.It’s data architecture and analytics training for schools. \nInstead of teaching you how to click buttons\, we teach you how to: \n\n\ningest attendance data from any source \n\n\nstandardise inconsistent attendance records \n\n\nmodel period-level attendance properly \n\n\ndetect risk patterns early \n\n\ndesign analytics that support real school decisions \n\n\nThe techniques apply whether your data comes from: \n\n\nTASS \n\n\nCompass \n\n\nSentral \n\n\nSynergetic \n\n\ncustom databases or APIs \n\n\n🛠 What You Will Build (Hands-On)\nBy the end of the training\, you will have built a complete\, production-ready attendance analytics solution using your own school data (BYOD) or a provided reference structure. \nYou will build: \n✔ A source-agnostic ingestion pipeline using Microsoft Fabric✔ Incremental (CDC-style) data loads — no daily full reloads✔ A period-level attendance fact table that handles: \n\n\nlate to school \n\n\nlate to class \n\n\npartial absences \n\n\nfull-day absences \n\n\nacceptable vs unacceptable absences \n\n\n✔ Business views that turn raw data into: \n\n\ntrusted daily attendance reporting \n\n\nlate minutes calculation \n\n\nconsecutive absence detection \n\n\nrecurring late-day patterns \n\n\n✔ A star-schema semantic model optimised for Power BI✔ Reusable DAX measures for attendance\, lateness\, and risk✔ A repeatable orchestration pattern you can reuse across other school data \n👥 Who This Training Is For\nThis training is designed for: \n\n\nSchool Data & Analytics Leads \n\n\nIT Managers and Integration Specialists \n\n\nPower BI / Fabric Developers in education \n\n\nSystem administrators supporting SIS platforms \n\n\nAnyone responsible for attendance\, wellbeing\, or compliance reporting \n\n\nYou don’t need to be locked into a specific system — this training works because it isn’t. \n🎯 Learning Outcomes\nAfter completing this training\, you will be able to: \n\n\nDesign attendance analytics that work across multiple systems \n\n\nImplement auditable\, incremental ETL pipelines in Fabric \n\n\nTranslate messy attendance events into meaningful insights \n\n\nIdentify attendance risk patterns early \n\n\nBuild reports teachers and leaders actually trust \n\n\nExtend the same architecture to behaviour\, wellbeing\, and engagement data \n\n\n🧠 Why Attendance (and BYOD) Matters\nAttendance is the foundation dataset in schools — but it’s also the most inconsistent. \nBy learning how to model attendance correctly in a BYOD environment\, you gain a blueprint you can reuse for: \n\n\nbehaviour \n\n\nwellbeing \n\n\nassessments \n\n\nengagement \n\n\ncompliance reporting \n\n\nThis training doesn’t just solve attendance — it teaches you how to think about school data. \n🧪 Format & Approach\n\n\nFully hands-on \n\n\nBYOD (bring your own school data) friendly \n\n\nStep-by-step build \n\n\nReal school scenarios and edge cases \n\n\nSQL\, Microsoft Fabric\, and Power BI together \n\n\nClear explanations of why each design choice matters \n\n\n🚀 What You’ll Walk Away With\n\n\nA working attendance analytics pipeline built for your school \n\n\nReusable patterns you can apply to any other dataset \n\n\nGreater confidence in Microsoft Fabric for education \n\n\nA clear path from raw data to operational insight
URL:https://dataschola.com.au/event/end-to-end-school-analytics-with-microsoft-fabric/
LOCATION:Sydney
CATEGORIES:2-Day Bootcamp
ORGANIZER;CN="Dataschola":MAILTO:info@dataschola.com.au
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