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Frequently Asked Questions

Yes! Check out operations management events happening today here. These are in-person gatherings where you can meet fellow enthusiasts and participate in activities right now.

Discover all the operations management events taking place this week here. Plan ahead and join exciting meetups throughout the week.

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Operations Management Events Today

Join in-person Operations Management events happening right now

Meetup Event Organizers wanted!
Meetup Event Organizers wanted!
Meetup Event organizers wanted. If you have something to help people in this group that you want to invite them to step up as event organizer. Contact me via meetup and let me know what you have in mind organizing how often and where.
 SORRY THIS GROUP IS CANCELLED -BBD Support Group - South Yarra
SORRY THIS GROUP IS CANCELLED -BBD Support Group - South Yarra
Due to the Easter Monday holiday, this group will no proceed. Join us at the Mental Health Foundation Australia Monthly Borderline Personality Disorder Support Group, held on the first Monday of each month at 10 Yarra Street, South Yarra. Please welcome Lenka as our current facilitator. Lenka brings extensive experience as a counsellor in the NDIS space and as a psychosocial coach. Come along and be with people who understand and share in your experiences. They may start out as strangers but they will quickly become friends. **Attendees do not require a referral but will need to be either formally diagnosed or going through the process of diagnosis.** To register your attendance please see: [https://supportgroup.mhfa.org.au/borderline-personality-disorder](https://supportgroup.mhfa.org.au/borderline-personality-disorder) For other MHFA support groups please see: [https://supportgroup.mhfa.org.au/](https://supportgroup.mhfa.org.au/) If you need any further information feel free to contact us at supportgroup@mhfa.org.au
Tour of our Makerspace
Tour of our Makerspace
Have you been interested in woodworking, 3D printing, CNC, cosplay or Electronics? Come visit Maker Community to get a tour of our space, learn about our memberships, have a chat with our members and discuss your dream projects.
MELBOURNE TABLE TENNIS COACHING @ MSAC
MELBOURNE TABLE TENNIS COACHING @ MSAC
$29 per person for 2 hours of training (includes table hire) ## 🏓 MELBOURNE TABLE TENNIS COACHING @ MSAC Ready to seriously improve your table tennis — or finally start the right way? Join our **ongoing in-person group coaching sessions at MSAC**, where you’ll train in a structured but fun environment with players who come regularly, as well as new faces every week. Our sessions are designed for **both total beginners and advanced players.** You don’t need experience — and you won’t be bored if you already have it. ### What to expect * ✅ **10–15 players per session** * ✅ **2 experienced coaches on court** * ✅ **Structured drills + match play** * ✅ **Individual feedback based on your level and goals** * ✅ **A welcoming group that trains regularly** You’ll work on **technique, footwork, consistency, tactics, and real match situations** — not just hit balls randomly. We organise the group so everyone is challenged at the right level. ### Why people love these sessions * Ongoing training with a real community * Fast improvement, not just social play * A great way to **move, learn, and make friends** * Fun, supportive atmosphere with serious coaching behind it Whether your goal is to **learn from scratch, get fitter, sharpen your skills, or start competing**, this is a perfect place to train. ### What to bring * 🏓 **Bat/paddle** (if you have one — if not, we’ll provide it) * 👟 **Sports shoes (runners)** * 👕 **Comfortable sports clothes** * 💧 **Water bottle** * 🧴 **Small towel** Grab your paddle, bring your energy, and come hit with us at MSAC. Please send me an email to: p.tretinik@gmail.com to confirm attendance. This helps me to book enough table for a smooth session. NOTE: If this is not your first time coming to this meet up, the cost is $36 for the whole 2 hours.
NuCalm - Brain Health
NuCalm - Brain Health
NuCalm is a patented, drug-free neuroscience technology designed to rapidly reduce stress, improve sleep quality, and aid recovery by shifting the body from a "fight-or-flight" state to a deeply relaxed parasympathetic state within minutes. [https://stamina.xosialx.com/nucalm.html](https://stamina.xosialx.com/nucalm.html) It uses neuroacoustic software, a biosignal processing disc, and light-blocking eye masks to guide brain waves from active beta states down to alpha/theta (relaxation/meditation) levels NuCalm uses a patented, clinically proven pitch and frequency matrix with non-linear oscillating algorithms to safely present your brain with precise signals, prompting what is known as a frequency-following response. Your brain synchronizes with the incoming NuCalm signals helping you naturally and effortlessly manage your state of mind by speeding up or slowing down your brain wave frequencies. NuCalm has mapped all of your brain wave frequency zones and created products to safely and predictably guide you to whatever mental state you desire. The amazing thing is, NuCalm is all-natural and works every time you use it within minutes. The best thing to do now is to watch the video on the website and download the NuCalm app. All you need is a headset and eye mask. This app purchase is covered with a 30-day money-back guarantee. Get started today and FEEL the difference even 15 minutes can make. WATCH THE VIDEO ON THE WEBSITE. [https://stamina.xosialx.com/nucalm.html](https://stamina.xosialx.com/nucalm.html)
Trading Profits Roadmap Event
Trading Profits Roadmap Event
If you’re an experienced forex trader who feels stuck, working hard but not seeing consistent results, this live Zoom session could change the way you approach the markets. Hosted by a Professional Trading Strategist with 18+ years mentoring traders, this session will reveal the roadmap most profitable traders follow—strategies and processes hidden from 95% of traders. You’ll learn how to: * Spot the gaps in your current trading approach that quietly limit your results. * Apply high-probability strategies in a repeatable, structured way. * Fine-tune your process to capture profits more consistently while managing risk. * Trade with confidence, guided by a method that’s been proven over nearly two decades. This isn’t a “get-rich-quick” webinar. It’s for traders who are serious about mastering the charts, refining their process, and building a sustainable income from forex. Seats are limited to keep the session interactive—so your questions get answered and your roadmap becomes actionable. Discover what most traders never see. Join us and uncover the path to consistently profitable trading.
Women & Gender Diverse Filmmakers/Actors Networking Night
Women & Gender Diverse Filmmakers/Actors Networking Night
UPDATE - due to centre closing hours will we move on from the Emporium at 6pm Calling all \*\*female-identifying, non-binary and gender diverse \*\* filmmakers, actors, and film enthusiasts! Join us at **5pm** **Monday Apr 6 (the first Monday of every month)** in the Emporium food court (located behind Grill’d Burger Restaurant) for a chance to build relationships in the film community. **From 7pm onwards, we will continue the evening with drinks and/or a meal at The Lions Hotel - Melbourne Central.** This event is an expansion of the very successful **Movie Mutuals Wednesday Night Networking group** which has grown remarkably, with a weekly turnout of over 50 participants, blending newcomers with regulars to create a vibrant, diverse community. Whether you’re a writer, actor, animator, or independent filmmaker, come share your experiences, discuss current projects, or chat about favourite films. This event fosters connections among like-minded women, non-binary and gender diverse people, encourages friendships, and opens doors for collaboration. **RSVP** to help us gauge attendance. You will become part of a growing network of film professionals and enthusiasts. **What to Expect:** *There’s no set theme, workshop, or speaker. It’s a relaxed gathering where filmmakers, actors, and creatives can connect, discuss projects, share needs, and learn from each other. Beyond this networking event, we also host weekly Wednesday night meetups, exclusive events such as table reads, cinematography workshops with Panasonic, member screenings, and more.* \*Note: Our community emphasizes collaboration, friendship, and goodwill rather than promotional activities. If you wish to promote a workshop, course, screening, or similar event, please contact the organizers first. Promotional privileges are generally reserved for trusted, long-standing members.

Operations Management Events This Week

Discover what is happening in the next few days

IN PERSON! Apache KafkaÂŽ Meetup (Apr 2026)
IN PERSON! Apache KafkaÂŽ Meetup (Apr 2026)
Hello everyone! Join us for an Apache Kafka® x Apache Flink® meetup on **Apr 9th from 5:30pm**, in Melbourne! The address, agenda, and speaker information can be found below. See you there! **📍Venue**: 394 High Street Northcote, Victoria 3070 \*\*\* **🗓 Agenda:** * 5:30pm: Doors open * 5:30pm - 6:00pm: Pizza, Drinks, and Networking * 6:00pm - 6:30pm: Chad Harris, Solutions Architect, Factor House * 6:30pm - 7:00pm: Stephen Ermann, Senior Customer Success Technical Architect * 7:00pm - 7:30pm: Additional Networking \*\*\* **💡 Speaker:** Chad Harris, Solutions Architect, Factor House **Talk:** Things that go bump in the night: Kafka Operational Issues and How to Survive Them **Abstract:** Most Kafka talks focus on how things should work—this one is about what actually happens in production. We’ll walk through real-world operational issues encountered with Apache Kafka and its clients, from subtle misconfigurations to full “why is everything on fire?” moments. Along the way, we’ll break down how to identify what’s going wrong, which signals actually matter, and how to approach debugging when the system doesn’t behave the way you expect. This talk will also touch on observability, common failure patterns, and practical mitigation strategies you can apply immediately. Expect a mix of technical deep dives, debugging workflows, and a few war stories (including some questionable decisions and log-staring sessions). If you’ve ever wondered whether it’s just you? It's not! **Bio:** Chad Harris is a streaming data specialist and Solutions Architect at Factor House, where he helps organisations design, scale, and operate Apache Kafka platforms using industry-leading tooling. With experience scaling Kafka across organisations ranging from small startups to some of Silicon Valley's largest companies, Chad has been working with Kafka since its early days. He brings deep expertise across both real-time streaming and data-at-rest systems, with a strong focus on practical, production-ready architectures. \-\-\-\-\- **💡 Speaker:** Stephen Ermann, Senior Customer Success Technical Architect **Talk:** From Lag to Smooth Sailing: How Queues for Kafka (KIP-932) Fix Slow Consumers **Abstract:** Slow or bursty consumers are one of the most common reasons Kafka applications end up fighting lag, over-provisioning, and operational fire drills. Traditional Kafka consumer groups work brilliantly for high-throughput stream processing, but they can make it hard to serve heterogeneous consumers, apply backpressure cleanly, or guarantee fair access when some consumers fall behind. In this talk, we’ll explore **Queues for Kafka**, the new KIP-932 feature that introduces native queue semantics on top of Kafka’s battle-tested log foundation. We’ll look at how queues decouple producer and consumer throughput, isolate slow consumers without penalising fast ones, and provide more predictable delivery and scaling behaviour for “task” and “work queue” style workloads. You’ll walk away with: * A clear mental model of how Kafka queues differ from topics and consumer groups * Concrete design patterns for handling slow and spiky consumers * Migration tips for evolving existing Kafka-based services to use queues safely If you’ve ever stared at a lag graph wondering whether to add more consumers, more partitions, or more coffee, this session will show you a cleaner path to smooth sailing with Kafka. **Bio:** Stephen Ermann is a **Senior Customer Success Technical Architect at Confluent**, working with leading financial institutions across APAC to design and operate mission-critical, real-time data platforms. With deep experience in **Apache Kafka**, **Confluent Cloud and Platform**, and surrounding ecosystems like **Kafka Connect** and **Apache Flink**, Stephen helps customers solve hard problems around scalability, reliability, and security in production. They are particularly focused on **RBAC, OAuth, mTLS, and container image security**, as well as emerging **agentic AI** patterns built on streaming data. Outside day-to-day architecture work, Stephen regularly shares practical patterns and lessons learned at meetups and user groups across the region. \*\*\* If you would like to speak or host our next event please let us know! community@[confluent.io](http://confluent.io/)
Batmania Pub Crawl Melbourne
Batmania Pub Crawl Melbourne
**Join your local guides on the best pub crawl in Melbourne!** Meet at WAX Music Lounge on 250 Flinders St, and explore the best, most well-known venues with people from all over the world. With **4 free 'welcome shots'** upon entry to each bar followed by exclusive drink deals at each, you'll see just why Melbourne is known as the nightlife capital of Australia! Experience a range of Melbourne's most famous bars & pubs throughout the night, with **free entry** for all, and reduced entry/recommendations at the end of the event to keep your night going strong! Play games, **win prizes** and mingle with locals, travelers & everything in between on the most sought-after event in Melbourne! * **4 FREE SHOTS** * **4 BARS ALL WITH FREE SKIP-THE-LINE ENTRY** * **PLENTY OF GAMES AND PRIZES TO BE WON** * **UNLIMITED MEMORIES & CHANCES TO MAKE FRIENDS IN THE CULTURAL CAPITAL OF AUSTRALIA!** Starting at 5:30PM at WAX Music Lounge on 250 Flinders St, you will receive your skip-the-line wristband, free welcome shot and mingle with other attendees before we introduce our games and prizes to be won throughout the evening. We then mix it up weekly, visiting some of Melbourne's most iconic and well-known bars with your pub crawl crew who have lived and breathed the city for most of their lives. **Make sure to lock in your spot ASAP as tickets often sell out!**
Tools to Organize for Success!
Tools to Organize for Success!
We all recognize that if things were better organized, people would be better off. We have all had experiences with a business or government, school or a group that was not well organized and we experience the confusion, delays and upsets of trying to deal with disorganization. On a personal level, trying to get something started - a plan, some new bright idea you had, perhaps starting a new business - without organization can be a nightmare. Organization is a key and often missing factor in personal success. It is also essential for a flourishing family, group, organization or business. Attaining one's goals, no matter how large or small, requires a knowledge and application of organization.
Building Serverless APIs with Powertools for AWS Lambda
Building Serverless APIs with Powertools for AWS Lambda
Welcome to Serverless Sushi, the hottest new restaurant in town! As their newly hired developer, you've been tasked with revolutionizing their online ordering system. Let's embark on this exciting journey of building a robust, scalable API using Powertools for AWS Lambda. Powertools for AWS Lambda is a developer toolkit to implement Serverless best practices and increase developer velocity. It’s an open-source project that helps implement well architected best practices earlier in the development lifecycle. Learn how to build production ready AWS Serverless APIs that will instantly work at scale and learn about Powertools for AWS Lambda. **A laptop is required to participate.**
Jazz On Sundays. Ringwood Bowls Club – Sun 12 Apr 2026. Big Band, Open Mic, Jam
Jazz On Sundays. Ringwood Bowls Club – Sun 12 Apr 2026. Big Band, Open Mic, Jam
Now at the Ringwood Bowls Club. There is plenty of parking and the Ringwood Bowls Club is wheelchair accessible. DR Big Band, jazz jam, open mic, Jazz Notes, invited singers, Caught In The Act! Over 3 hours of music at the Ringwood Bowls Club. **RSVP** Please RSVP to the event to say that you’re 'GOING' - this helps us with planning the tables. **Booking** Entry for the entire afternoon of music is $15. Please book through TryBooking to ensure your place - tickets will be on sale UNTIL 5:00pm on THE DAY BEFORE the event. [https://www.trybooking.com/BVWQE](https://www.trybooking.com/BVWQE) Tickets will also be on sale at the venue, subject to availability. Entry after 4:00pm is by donation. **About the event** It’ll be a huge afternoon of music at the Ringwood Bowls Club with the bands followed by a jam. A guest singer will join the 17-piece DR Big Band for some big band favourites, old and new. And Jazz Notes – Caught In The Act! will bring you some funky Latin music and more. Doors open at 12:30 and the music commences at 1:30pm. Here are some photos from a recent event: [https://www.meetup.com/Melbourne-Music-Performers/photos/32235314/](https://www.meetup.com/Melbourne-Music-Performers/photos/32235314/) **Jazz Jam** The jazz jam runs after 4pm: singers and all instrumentalists are welcome. The house band will fill gaps in the line-up. Gentle Rain - A min Tenor Madness - Bb April In Paris - C For lead sheets, see: [https://www.swiss-jazz.ch/partitions-real-book.htm#real-book](https://www.swiss-jazz.ch/partitions-real-book.htm#real-book) If you’d like to bring along a song that's not in Real Book 1, please bring 4 copies of the lead sheet. Even better, contact us before the event to discuss your choice. And, please let us know that you're coming so that we can include you in our programme. **Food** Food is available, provided by the Ringwood Bowls Club. The bar has beer, wine, spirits and soft drinks at very reasonable prices. Coffee and tea are complimentary (self-serve). **About us** This event is run by Community Music and Performances Inc, and Jazz Notes: CMaP website: [https://www.cmapinc.org.au](https://www.cmapinc.org.au) CMaP Facebook: [https://www.facebook.com/cmapinc](https://www.facebook.com/cmapinc) Jazz Notes website: [https://jazznotes.net.au](https://jazznotes.net.au) Jazz Notes Facebook: [https://www.facebook.com/jazznotes](https://www.facebook.com/jazznotes)
Di Cook Award Seminar Watch Party - R-Ladies+ Melbourne & SSA-VIC
Di Cook Award Seminar Watch Party - R-Ladies+ Melbourne & SSA-VIC
We have joined forces with the Statistical Society of Australia to broadcast their "Di Cook Award Seminar". **When:** Wednesday 8th of April, 6:30-8:15pm **Where:** 750 Collins St, Room 853, Level 8 (Studio Room) **What:** Free food & drinks while watching the Di Cook Award Seminar! The [Statistical Computing and Visualisation](https://www.statsoc.org.au/Statistical-Computing-and-Visualisation-Section) section of the Statistical Society of Australia proudly presents the Di Cook Award webinar, promoting open-source statistical software development. This event will showcase outstanding work submitted to the [2025 Di Cook Award](https://statsocaus.github.io/dicook-award/). The award winner will present their winning project in a 30-minute talk, highlighting the motivation, methods, and key insights behind their work. Two highly commended applicants will also share their submissions, each delivering a 15-minute presentation that outlines the ideas, approaches, and contributions of their projects. Together, these talks will provide an engaging overview of innovative software development represented in this year’s award submissions, offering attendees the opportunity to learn from and discuss exemplary work in the field. For more information about the award and the event, see the [SSA website](https://www.statsoc.org.au/event-6618285).
Melbourne CocoaHeads No. 194
Melbourne CocoaHeads No. 194
Our regular monthly presentation night on the second Thursday of the month from 6:30pm! Thanks to Mantel Group for hosting us again this month. If you're coming in person we're there with food and drinks from 6pm. We will be live streaming the presentations as usual from 6:30pm at [http://www.melbournecocoaheads.com/live](http://www.melbournecocoaheads.com/live) \-\-\- **Agenda** \| 6:00pm \| Food \+ Networking \| \| 6:30pm \| Event begins\. Introductions \| \| 6:40pm \| Chris Hocking — Pretending to be a coder \- Version 3: The world has changed since we last saw Chris… Codex\, Claude and burnout\. \| \| 7:15pm \| TBC \| \| 7:55pm \| Wrap up \+ social time at a nearby venue \| \* All times are approximate. Presentation order will be confirmed on the night. \-\-\-\- We are always looking for speakers and believe everyone has an interesting talk hiding inside themselves. If you are interested in letting that talk out at a future event you can get in touch on the website [https://www.melbournecocoaheads.com/talks](https://www.melbournecocoaheads.com/talks) or on Slack.

Operations Management Events Near You

Connect with your local Operations Management community

Global Azure - Columbus
Global Azure - Columbus
The global Azure community is coming together again, and Columbus is officially on the map. View the session lineup and speakers at [Global Azure Columbus 2026](https://coazure.github.io/cbus-global-azure-2026/) On **Saturday, April 18, 2026**, the Azure Columbus Meetup, DevOps Meetup, and Code and Coffee Meetup are hosting our local edition of Global Azure 2026. This is a free, community-driven event packed with learning, networking, and all things Microsoft Azure. Whether you’re building modern cloud-native apps, experimenting with AI agents, deploying containers, automating infrastructure, or just beginning your Azure journey, this event is for you! **What to Expect** * Engaging technical sessions * Real-world Azure architecture & cloud-native patterns * AI, agents, automation, and modern DevOps * Food and drinks (because learning burns calories) * Time to connect with fellow engineers, architects, and cloud enthusiasts **Who Should Attend?** * Software engineers (any language, any stack) * Cloud architects * DevOps engineers * Data professionals * AI explorers * Platform builders * Anyone who loves solving hard problems with great tools If you build, deploy, automate, scale, monitor, or optimize in Azure, you’ll feel right at home. **Why Global Azure?** Global Azure is a worldwide community event where Azure user groups host learning sessions on the same day across the globe. It’s grassroots. It’s technical. It’s practical. And it’s powered by people who genuinely love sharing what they’ve learned. And yes, it’s free to attend!
IxDA Chat ‘n Pancakes
IxDA Chat ‘n Pancakes
Pay attention! We’re delaying a week for those of you who may be on Spring break and/or celebrating the holiday. Ok, no pancakes, but waffles-a-plenty. Join the local UX and Digital Design community for a casual monthly breakfast. Look for us upstairs!
Data & Analytics Wednesday - The Data-Driven Brand
Data & Analytics Wednesday - The Data-Driven Brand
**The Data-Driven Brand: Using Analytics to Shape Perception** Can you use analytics to improve tacos? This being CBUSDAW, we think the answer is probably “yes”, but we’re not sure how to implement or test this theory. For our April meetup we’ve got Sara Kear, CMO of Condado Tacos, to investigate this delicious question. Sara will explore how she blends quantitative data and qualitative customer feedback to shape brand positioning and drive business decisions. We all know that marketing and analytics go way beyond attribution. Sara will show how Condado uses customer insights to inform product and pricing strategy. She’ll also highlight how Condado leverages customer feedback at scale to influence operational priorities, positioning marketing as the voice of the customer across the organization. In the last 12 years Condado has gone from one location in Columbus to 52 locations across 10 states, so we’re guessing there’s more to that growth than really good guac (though the guac probably helps). Ultimately, this talk focuses on the intersection of art and science—using data to inform creativity and build a brand that resonates with customers in a measurable way. **About Our Speaker** Sara Kear is Chief Marketing Officer at Condado Tacos, where she oversees brand, restaurant design, menu and pricing strategy, off-premise including catering, and customer data strategy. Since joining in 2021, she has helped grow the brand from 19 to 52 locations while building a data-driven marketing organization focused on loyalty and customer insights. Condado has since been named to the Inc. 5000, recognized as Breakout Retailer by Chain Store Age, and consistently ranked among FastCasual’s Top 100 Movers & Shakers. Thanks to our 2026 sponsors: [Clarivoy](https://www.clarivoy.com), [What Box Consulting Group](https://www.whatboxconsultinggroup.com), [Conductrics](https://www.conductrics.com), and [Piwik PRO](https://piwik.pro) More info at [cbusdaw.com](https://cbusdaw.com)
Lightroom Master Class - Session 06 of 08 (Export Operations)(FEE: $50.00)
Lightroom Master Class - Session 06 of 08 (Export Operations)(FEE: $50.00)
**Session 01 - Lightroom Classic Fundamentals and Catalog Management** **Session 02 - Lightroom Classic Library Module Part 01** **Session 03 - Lightroom Classic Library Module Part 02** **Session 04 - Lightroom Classic Develop Module Part 01** **Session 05 - Lightroom Classic Develop Module Part 02** **Session 06 - Lightroom Classic Export Operations** **Session 07 - Lightroom Classic Print and Slide Modules** **Session 08 - Lightroom Classic Troubleshooting and Optimizing**
April Indiana D365 F&O/BC Meeting
April Indiana D365 F&O/BC Meeting
We're working on some great speakers for the April meeting. Agenda TBA: 11 Welcome 11:15 Michael Franchino - Using MCP in BC: Turning AI from Novelty into Tooling Noon - Networking Lunch 12:30 Dan Gianguilio - D355 WMS Session 1:25 Third Session 2:00 Closing Remarks You're invited to Indiana D365 April User Group Meeting Wed Apr 22, 2026 11:00 AM—1:30 PM (EST) https://teams.microsoft.com/l/meetup-join/19%3ameeting_NDQ3M2ExZWMtNzg5YS00N2M3LTkyNTItZmY0M2Q2NWFmYzBl%40thread.v2/0?context=%7b%22Tid%22%3a%22b4c9f32e-da17-4ded-9c95-ce9da38f25d9%22%2c%22Oid%22%3a%2267db4a27-1865-4ea7-bb20-a28137a8aa56%22%7d Tap on the link or paste it in a browser to join.
TBD: Trivia & Happy Hour
TBD: Trivia & Happy Hour
We're bringing the community together for a casual happy hour with ServiceNow-themed trivia, food and drinks, and great conversation. Details coming soon - for now, save the date and plan to join us for connection and fun.
CBusData: The Fellowship of the Star Schema: Transforming OLTP Data for Power BI
CBusData: The Fellowship of the Star Schema: Transforming OLTP Data for Power BI
The Fellowship of the Star Schema: Transforming OLTP Data for Power BI One does not simply build reports on OLTP data. Join us on an epic journey from the depths of raw, normalized tables to the shining halls of a well-modeled star schema fit for Power BI greatness. We will demystify the differences between OLTP and OLAP, walk through star schema vs snowflake (and why Power BI has a clear favorite), and show you the compression differences between normalized and columnar storage that will make you never look at an OLTP model the same way again. We will cover the different types of dimensions, when to use them, and how to handle Slowly Changing Dimensions without losing your mind. You will leave knowing exactly how to identify a bad model, how to convert OLTP data into a clean star schema, and how to forge relationships that rule them all. Whether you are a data wizard, a curious hobbit, or somewhere in between, your models will never be the same.