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The population would be First Bank employees within your defined scope. If your topic is broad and not tied to a specific case study, your population may be infinite or unknown. Example: "The Impact of Branding on Customer Patronage." Which customers? Where? How many? Until you define the scope, the population remains unclear. Why does this matter? Because your population determines your sample size technique. For a finite population, researchers commonly use: • Taro Yamane Formula For an infinite or unknown population, researchers commonly use: • Cochran's Formula The mistake many students make: Topic → Sample Size The correct workflow is: Topic → Population → Population Type → Sample Size Formula → Sample Size Remember: Don't choose a sample size because you saw it in another project. Choose it because it is appropriate for your population. That's what makes your methodology stronger and more defensible. Your topic determines your population. Your population determines your sample size. Everything in research is connected. #ResearchMethods #AcademicWriting #Dissertation #ThesisWriting #ResearchTips #FinalYearProject #ChapterThree #Statistics #ResearchMethodology

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10/ I'm still learning. Still improving. Still refining my craft. But if there's one thing I've learned so far, it's this: Good slides don't compete with the speaker. They amplify the message. — MedNarrative Studio #presentations #phd #finalyearproject #clinical

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The final chapter of our creative journey begins ✨ .!A project built with ideas, skills, and passion for design. #FinalYearProject #Design #StudentLife #msucollegesabah #msumalaysia

Innovation took center stage at Swinburne Sarawak’s Semester 1 FYP Showcase 2026, where 154 final-year students presented 73 projects across engineering, computing and science. Congratulations to all students and award recipients👏🎊 🔗Read more: bit.ly/SUTSNews120626 #swinburnesarawak #finalyearproject

I’m truly grateful and proud to share that I secured 1st Prize 🥇 in the Software Project category at the Institute-Level Final Year Project Exhibition 2025–26. encouragement, and support. and opportunity to showcase my project. #Achievement #FinalYearProject #Innovation

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🚀 Proud to Present Our Final Year Project: Smart Classroom Energy Saving System 💡🏫 We are delighted to showcase our graduation project, Smart Classroom Energy Saving System, an innovative solution designed to improve energy efficiency and minimize unnecessary power consumption in educational environments through intelligent automation and IoT technologies. 📕 ebokify.com/esp32 🔧 Technologies & Hardware Used • ESP32 Camera Module • ESP32 Development Board • PIR Motion Sensor • Relay Module • 12V DC Fan • Smart Lighting System ⚙️ Project Overview The system integrates a PIR Motion Sensor for human presence detection and an ESP32 Camera Module for classroom monitoring. Based on occupancy status, the system automatically controls lighting and ventilation, ensuring that electrical devices operate only when required. To effectively demonstrate the concept, we developed a mini smart classroom prototype that simulates a real classroom environment and showcases the system’s functionality in real time. 🎯 Project Objectives ✅ Reduce Energy Consumption ✅ Automate Classroom Operations ✅ Minimize Operational Costs ✅ Promote Sustainable Resource Management 📚 Skills & Experience Gained Throughout this project, we enhanced our technical and professional skills in: • Internet of Things (IoT) • Embedded Systems Development • Sensor Integration & Data Processing • Automation & Smart Technologies • Problem Solving • Teamwork & Project Management 🌱 This project represents an important step toward creating smarter and more sustainable learning environments through technology. It reflects our passion for innovation and our commitment to developing practical solutions that contribute to energy conservation and sustainability. We are proud of what we achieved as a team and look forward to exploring more opportunities in IoT, Automation, and Smart Systems. 🚀✨ #FinalYearProject #SmartClassroom #IoT #ESP32 #EnergySaving #Automation #EmbeddedSystems #Engineering #Technology #Innovation #SmartSystems #Sustainability #Electronics #StudentProject #UoVT

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🚀 MSU iREX 2026 is officially underway. Explore innovative Final Year Projects and experience The Agentic Era: Synergy in Human-Machine Systems from 8–11 June 2026 at Chancellor Hall, MSU. #IREX2026 #MSUMalaysia #MSUFISE #MyPremierDigitalTech #FinalYearProject

⚡ 1 Day to Go! Join us at MSU iREX 2026 (8–11 June) as we showcase innovative Final Year Projects under the theme “The Agentic Era: Synergy in Human-Machine Systems.” 🚀 #IREX2026 #MSUMalaysia #MSUFISE #MyPremierDigitalTech #FinalYearProject

⚡ Only 2 Days to Go! Join us at MSU iREX 2026 (8–11 June) and explore innovative Final Year Projects under the theme The Agentic Era: Synergy in Human-Machine Systems. 🚀 #IREX2026 #MSUMalaysia #MSUFISE #MyPremierDigitalTech #FinalYearProject

Final Year Electrical Engineering Project ⚡ Proud to present my Wireless EV Charging System project, demonstrating efficient power transfer without physical connections. #ElectricalEngineering #WirelessCharging #FinalYearProject #Innovation #Engineering #evvehicle 🌱

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Starting my final year cloud computing project today. Going to document the whole journey. The wins, fails, and 3am deploys. Follow along let's get interactive. 🥂 #CloudComputing #FinalYearProject #BuildInPublic

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