Operations Management

**Register now to attend! =>** [https://konfhub.com/ksug-au-2026-04-01](https://konfhub.com/ksug-au-2026-04-01) **<=** **Latest promotions** discovered by our community! * Request [60% OFF Kubestronaut](https://forms.gle/tpAizfSUy94SMAW9A) bundle code * **20%** OFF **[FinOps](https://ksug.ai/finops)** Certs Code: **KSAI_20** * Missed **75%** off [LF / CNCF](https://lf.ksug.ai/)? [Get Notified](https://ksug.ai/?notify&ref=meetup) for next BIG drop! We're excited to welcome you to the upcoming **KSUG.AI Australia Meetup** — happening both in-person at at Amazon and online via [Zoom](https://linktr.ee/ksug.ai)! 🎉 We're actively seeking more awesome K8s and AI topic speakers! 👉 [https://speaker.ksug.ai](https://speaker.ksug.ai) **Agenda and topics preview:** * Food, drinks and Socializing * Welcome / Introductions by the Organizers @**[KSUG.AI](https://ksug.ai/?ref=meet)** * **Topic 1:** Future of **SRE** with AI by **[Jay Desai](https://www.linkedin.com/in/jaydesai83/)**, Senior SE @**[Datadog](https://www.datadoghq.com/)** * **Topic 2:** Revealing **Data** Achitect Technics and how to Containerize a ELT solution by **[Rodrigues Lopes](https://www.linkedin.com/in/rodrigueslopesdataarchiect/)**, Data Architect, @D2i Consulting * **Topic 3:** **DGX** Spark Live: Nemotron 3 Super running **OpenClaw** for free by **[Thiago S S Ramos](https://www.linkedin.com/in/thiago4go/)**, Cloud Engineer, DNX Solutions * **Quiz time:** nice swags giveaways Food and drinks will be provided between **5.30 and 6 pm** on a first-come, first-served basis. This is a great opportunity to learn and network with our peers. Thanks to our sponsors @**[Amazon](https://aws.com/)**! **[Register here](https://konfhub.com/ksug-au-2026-04-01) to secure your spot!** See you all there! **Location:** Amazon MEL12, Level 13.304 [555 Collins St, Melbourne VIC 3000](https://maps.app.goo.gl/Kbi13GZqj2zDqDz2A) 👉 Join our [Discord](https://discord.com/invite/Rp9WzYyKua) and [WhatsApp](https://chat.whatsapp.com/D9a9IDiCS7U4cqQ0Sh60cz?mode=gi_t) for latest update! 🔖 𝐎𝐧𝐠𝐨𝐢𝐧𝐠 𝐃𝐢𝐬𝐜𝐨𝐮𝐧𝐭𝐬: ☸ 30% OFF **[Kubernetes](https://lf.ksug.ai/)** Certs - Code: **30K8SUG** ☸ 20% OFF **[FinOps](https://ksug.ai/finops)** Certs - Code: **KSAI_20** 𝐖𝐡𝐲 𝐖𝐞 𝐃𝐨 𝐓𝐡𝐢𝐬: ✅ Learn 𝐅𝐀𝐒𝐓𝐄𝐑 ⚡ ✅ Certify 𝐒𝐌𝐀𝐑𝐓𝐄𝐑 💰 ✅ Grow 𝐒𝐓𝐑𝐎𝐍𝐆𝐄𝐑 💪 𝟐𝟎𝟎,𝟎𝟎𝟎+ follow **[KSUG.AI](https://ksug.ai/?ref=meet)** 🔥 [linktr.ee/ksug.ai](https://linktr.ee/ksug.ai) *By registering, you consent to the management of your personal information in accordance with KSUG.AI Meetup's [Privacy Policy](https://k8sug.ai/privacy). Additionally, you agree that our sponsors may contact you.* **[KSUG.AI](https://ksug.ai/?ref=meet)** is an independent community and not affiliated with or endorsed by CNCF. Kubernetes, K8s, Kubestronaut are registered trademarks of The Linux Foundation.

It's DDD but \***lightning**\*. The evening will be a hybrid event hosted by the DDD Melbourne crew and consist of short & sharp presentations of fifteen minutes in length on a dev related subject. Venue space is limited, we cannot accommodate more than **90 people**. First come first served! **ONLINE ATTENDANCE** You can join us online, we'll aim to get the call started somewhere around 6pm before we have our introductions and first speaker. Remote audience link --> **TBA** You can ask questions of our speakers via Slido. We'll try to ask your questions as they come through on Slido, but we may not get to all of them. **TALKS** **Elmer Rokerick Niem Bool** neurUL: Duplicateless Databases Using Biomimicry In this talk, Elmer will present neurUL (neurUL Universal Language), a new neurobiological programming language, inspired by computer science, neuroscience, cognitive science, linguistics, and philosophy, that can enable a highly efficient and flexible method for data storage. Using neurUL, developers will be able to solve the ""unavoidable redundancies"" problem, wherein, despite the introduction of database normalization more than half a century ago, relational databases with their current limitations, are still plagued by costly, ever-growing redundancies across columns, rows, tables, as well as in schema definitions **Suyogya Taneja** CQRS in Modern .NET: Clean Architecture, Vertical Slice, Microservices, and AI-Assisted Development with Claude Code The talk will explore implementing CQRS in modern .NET applications across Clean Architecture, Vertical Slice Architecture, and Microservices, along with demonstrating how AI-assisted development using Claude Code can help accelerate building CQRS-based features such as commands, handlers, and tests. **Anderson Santos** Automate Work and Build Tools with No-Code Repetitive tasks are everywhere, copying data between systems, updating records, processing documents, and managing manual workflows. In this talk, Anderson will show how no-code automation platforms like Make allow anyone to connect systems, eliminate boring work, and build powerful workflows without writing code. He will also briefly explore how the same approach can be used to create internal tools and even launch small SaaS products. **Ben Taylor** Building MCP Servers is Surprisingly Easy The Model Context Protocol (MCP) is changing what is possible with LLMs and enabling general purpose agents. It turns out building MCP servers is super easy. Ben will talk about what an MCP is, some background around the security considerations involved, how to build one, and what you could use it for. **SCHEDULE** **5.45pm** Open doors, food served **6.10pm** Intro and three talks **7.30pm** Break for networking and drinks **8.00pm** Two more talks **8.45pm** Close **CODE OF CONDUCT** All DDD events are subject to the DDD Code of Conduct available at https://www.dddmelbourne.com/code-of-conduct/ **VENUE AND FOOD SPONSOR** [Luminary](https://www.luminary.com/) **FUTURE EVENTS** Are you interested in speaking at a future DDD by Night? That's awesome, we'd love to have you! We take speakers of all experience levels and offer training too. [Fill out this form](https://forms.office.com/r/12c0CvLwQk) and we'll be in touch. **FEEDBACK** Feedback, whether it's good or constructive, helps us grow and improve these events and so we'd love for you to fill out the form here --> https://forms.office.com/r/MB8WGKv9Bi

Have you ever experienced a relationship that soured into bitter or unresolved conflict? Have you ever attempted to connect with someone and seen your efforts come to nothing? WHAT IF you could resolve any upset and restore harmony? WHAT IF you could build positive relationships that last? NOW YOU CAN! The secret to successful relationships depends upon knowing what underlies all human relations, and nothing teaches you that basic foundation better than the how to improve relationships with others course. Today talk will go for roughly one hour, including the answering of all your questions. You also have the option to do a free personality test which takes about 20 minutes to fill out and another 30 min to go over the results with you. This free meetup talk is open to all people of goodwill. If the time and date does not suit you then contact the Event Organizer via meetup and rearrange it.

Players of all skill levels are welcome to join us at Marché Board Games Cafe in the CBD for a casual night of mahjong - Right in the CBD. We'll start around 6:00pm till we all need to go home :) Our typical session concludes usually around 10:00pm. Please change your RSVP to not going if you're no longer able to attend, 24 hours prior the event. For those that have a record of non attendance without communicating, you will be moved to the waiting list for future events and be contacted directly to confirm that you indeed intend to turn up, at which you will be allotted a spot subject to availability. For more details on the rules of the game, please refer to: http://mahjongtime.com/hong-kong-mahjong-rules.html Marche has been kind enough to offer us a deal to play in their cafe. **⋆⋆⋆⋆⋆⋆⋆⋆⋆⋆ Cost ⋆⋆⋆⋆⋆⋆⋆⋆⋆⋆** Attendees who have registered for the event on Meetup can play at discounted rates, with the following payments to be made: * **$6 in total per session” to cover cafe costs. Payment of $6 should be made to Marche at the front counter upon notification to the staff member that you are here for the scheduled meetup. There is now no minimum spend on items at the cafe as there were before. The cafes menu can be found here https://mbgcafe.com.au/menu.pdf .

Have you ever felt or been told that it is too hard to be successful? What does it take to stand out from the crowd, or be considered a professional? Find out what it takes to succeed, whether it be in relationships, in a job or in creating your own business. What ever the area, you can be a professional. That is a fact. This seminar will include topics, such as: * Professionalism * The Five Ways to Address a Problem * How to "WEAR YOUR HAT" * PLUS MORE There will also be a personality test after the seminar is completed which will help to isolate which areas of your life need to be addressed, so that you can then improve on those areas!

**\*\*\*RSVP PROCESS - CRITICAL INFO\*\*\*** Please be aware, we don't use the Meetup website to take RSVPs, so you will need to register on this link to lock in your place (bookings essential) - [https://propdev.info/uMKh](https://propdev.info/uMKh) We run events most weekends around Australia so you can attend either physically in your local area, or live-stream to any event around the country. **In-Person:** 1:30pm (Melbourne time) to 'Mingle With The Expert' **Virtual:** 2pm (Melbourne time) **INTRODUCING THE INDUSTRY EXPERT:** *DA Game Changers: Vic Planning Update – Terrain Consulting Group (Lorenzo Rigoni)* Is the Planning System Changing Faster Than You Can Keep Up? Trying to keep up with planning changes in Victoria right now can feel like aiming at a moving target. Just when you think you’ve got the rules figured out, the government rolls out new codes, new controls, and new pathways. The problem? If you don’t understand how these changes affect your projects, you can easily get caught out. You might miss opportunities your competitors are taking advantage of. You might design a project based on outdated rules. Or worse, you could lose months navigating a complex planning system that feels like it was designed to confuse everyday developers. At our next Property Developer Network Meetup, we’re bringing in Lorenzo Rigoni from Terrain Consulting Group to unpack what’s really happening inside the Victorian planning system right now and what it means for mum and dad developers on the ground. Lorenzo will break down the latest Victorian planning policy changes, including: • The new Activity Centres framework • Updates to the Single Home Code • The Townhouse and Low Rise Code • New Canopy Tree Controls • VicSmart pathways for two dwellings and two-lot subdivisions • New car parking provisions • The Planning Amendment Bill – Better Decisions Faster reforms But most importantly, he’ll translate all of this into plain English so you understand how these changes impact your next subdivision, dual occupancy, or townhouse project. If you want to stay ahead of the game, instead of playing catch-up with council, this is a presentation you won’t want to miss. ***This is your chance to talk property with other enthusiasts!*** See you all soon!

**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!**

Welcome to Elixir Melbourne's monthly meetup. Where we go over Elixir ecosystem news, listen to great talks, and socialise with other Elixir developers of all levels. We’re rebooting the meetup after a hiatus with new (and old) organisers, a new venue and emphasis on more time to socialise. There are still speaking spots open. If you want to talk about anything Elixir related, get in touch. **Agenda** * 6:00pm - Arrive, socialise * 6:30pm - Welcome; introduction; “who’s hiring” pitches. * 6:45pm - Talk 1 (speaking spot open!) * 7:15pm - Food, socialise * 7:45pm - Maybe another talk (speaking spot open!) * 8:15pm - Finish up and head to Saint & Rogue (down the street from SuperAPI at 582 Little Collins St, Melbourne) **Sponsor** Huge thanks to [SuperAPI](https://superapi.com.au/) for catering and venue.

**Social Pickleball - All Levels Welcome!** ** [Instagram: @rmit_pickleball](https://www.instagram.com/rmit_pickleball/) [WhatsApp: RMIT Pickleball Club](https://chat.whatsapp.com/G7VE0NcThWWIgLnnJBVQBq)** ** Paddles and balls provided! Beginner friendly - simply show up and we’ll teach you the basics ** Grab a paddle, play pickleball, and meet new people! ** Who is it for?** * Members of public and RMIT students * Complete beginners * Intermediate players * Advanced players (up to DUPR 4.5 expected) **✅ How to join?** 1. **Become a club member** [at the RMIT Store](https://store.rmit.edu.au/pages/club/pickleball) (one-off payment) 2. **RSVP** on Meetup to join the session 3. When marked as **“Going”**, pay for the session: **\- Payment link** is in the **comment section below** (posted 1-3 days before) \- Use your RMIT Store account with a club membership \(from step 1\) 4. Can’t attend? Update your RSVP to “Not Going” **⏳ Priority on waitlist** 1. Clear Meetup profile with name and photo 2. RMIT students 3. Regular attendees ** On the day** * New players, please **introduce yourself to the host** * New players wanting a **rules intro**, please arrive on-time and ask a host * Have your **emailed ticket receipt ready** \- it will be checked on the day ** Cancellations and Refunds** * No refunds for change of mind, non-attendance, or no-shows * Refunds only if the event is cancelled (weather or court availability) * Credit for a later session may be offered by agreement in case of event cancellation * Pay only when we share the payment link in Meetup - using old links is at your own risk Whether you are new to pickleball or a regular player, this is a great way to get some games in and connect with the community. Come solo or bring a friend - everyone is welcome! ** Spots are limited, so RSVP early! **

Practice speaking at SmashSpeak. Obtain copious stage time. No formalities and technicalities, just speaking! Multicultural Hub, 506 Elizabeth St (Opposite Queen Vic Market) Level 1, Purple Room (End of corridor) More to come...

Excited to announce our new ADVANCED openplay session during the week at KCARC! Welcome to Melbourne Volleyball Academy. 🤗 **[[WHAT]]** This session is specifically for games only (no training). There will be a cap of 18 players, allowing for 3 teams of 6. Games will be played to 15 points, with a cap at 18 points. These games are intended to be played at a high-intermediate(BB)/advanced(A) level. Please see an explanation of skill levels on our website here: [https://melbournevolleyballacademy.com.au/skill-levels-explained](https://melbournevolleyballacademy.com.au/skill-levels-explained) **[[WHO]]** The session is intended for Intermediate players. Players should be able to: * Have strong fundamentals for all volleyball techniques * Serve receive a majority of serves well & serve over the net consistently * Basic understanding of 5-1, and 6-2 systems (we do not play a pass middle 4-2 system in this session) * Have an understanding of base defense * Know all/most volleyball rules Players that are not of the intermediate(BB)/advanced(A) level will be asked to leave as we want to ensure that all players have an enjoyable time playing. **[[HOW MUCH $$]]** $21 card payment will be processed on the day via square reader (EFTPOS). **[[WHEN]]** The stadium is booked from 6:30 PM-9:30 PM weekly, every Thursday. However, feel free to come early and stretch as the Community Centre is open earlier. Last minute dropouts and no shows will have a zero-tolerance policy going forward. All players are expected to update their RSVP at least 24 hours in advanced if they are unable to attend. This applies to players on the going list and the waitlist. **[[OTHER DETAILS]]** Only those on the “going” list are permitted to play. If you are on the waitlist, or not registered at all, you will not be permitted into the gymnasium.

[REGISTER HERE] ( https://luma.com/seab43vn ) Australia is entering a new era of AI, one where sovereignty, infrastructure, and local capability matter more than ever. ​Join our Foundational Models Meetup, where for our first event in the series, we’re excited to host **[Simon Kriss](https://www.linkedin.com/in/simonkriss/), CEO of Sovereign Australia AI**, for a short talk on what it actually takes to build foundational models here in Australia. ​ While much of the global AI conversation is dominated by US and Chinese players, Sovereign Australia AI is working to develop foundational models locally, contributing to Australia’s capability in this rapidly evolving space. ​**Live demonstrations** We’ll also feature 2–3 short live demonstrations from local builders working directly with foundational models. ​These will be practical walk-throughs of what teams are actually building. Each demo will be concise, technical where relevant, and focused on real-world insight. ​ **What you'll learn:** * ​Why AI sovereignty is becoming a strategic priority * ​What it really takes to build foundational models * ​The challenges of infrastructure, capital, and talent in Australia * ​Lessons learned from building at the frontier * ​Where Australia fits in the global AI landscape ​This event is designed for engineers, researchers, founders, and builders who want a grounded perspective on what’s happening beneath the surface of the AI boom. ​Join us at Melbourne Connect for an evening of practical insights, honest reflections, and thoughtful discussion on the future of foundational AI in Australia. ​ **Who should attend:** * ​AI engineers and researchers * ​technically minded founders * ​people working on model infra, tooling or data * ​students and academics curious about foundational models ​**About SMEC AI** ​SMEC AI is an initiative of Boab AI in partnership with Artesian, Cremorne Digital Hub, University of Melbourne, RMIT, La Trobe University, Victorian Medtech Skills And Devices Hub, TNG and Rockwell. ​SMEC AI focuses on the agriculture, clean energy, medical and enabling capabilities industries as defined by the National Reconstruction Fund priority areas. ​ The SMEC AI project and activities has been funded by the Australian Government Department of Industry Science and Resources AI Adopt program and is aimed at enhancing the adoption of artificial intelligence by small to medium enterprises in Australia.

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!

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!

**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)

This is a free, in-person meeting on the subject of betrayals, losses and how to get over them so you can build lasting relationships. Burdened by a stressful relationship? Unhealthy relationships can trigger feelings of anger, despair or self-doubt. They can create dwindling spirals of fights and seeking to make-up, or trying to “pin the blame” on someone or something. If you don’t find the RIGHT reasons, or select the correct sources of the problem, the problem can just get worse and worse. Whether in love or personal ties, with friends or at work, our life really IS affected by the quality of our relationships. Good ones can promote pleasure and survival while less optimum ones can lead to annoyance, anger, self-doubt, stress, or even affect our health and ability to survive well. Whether you are suffering from a divorce, or a painful break-up, don’t know who to trust (or who to CHOOSE) as a partner, friend, boss or employee - the anxiety of relationship troubles can really make a mess of things. Maybe you’ve suffered a betrayal, or are dealing with hostility or criticalness or invalidation. Dwindling relationships can involve destructive behavior, where we hurt those we love, or start succumbing to self-destructive thoughts, attitudes or behaviors that spiral out of control and affect much more than our immediate relationship. Past losses in love or life can affect how we act or react to new people and situations and hold us back from even starting to create new, possibly great relationships! How can one get back onto a saner course of action? Come to our Meetup, where we can introduce you to some of the knowledge, tools and techniques of the breakthroughs in the field of the mind that we can apply to this ever important area of life: human relationships! Break free from self imposed limitations Here we will discuss: • How to “erase” the trauma of past hurts and betrayals so that one isn’t always repeating past mistakes. • Why and how do the negative emotions of others affect you? • Why is my partner withdrawing and what can I do about it? • Why do we sometimes feel compelled to hurt the ones we love? • Fights & arguments - what's really behind them? • What underlies “corrosive criticism” or the need to invalidate self or others? • How one can stably change one’s outlook on life so they can affect positive change? • Where do compulsive destructive behaviors come from and what can be done about them? • How to form closer bonds & keep growing the relationships with the people you care about? • How to enhance one’s own ability to survive and create positive healthy relationships whether in love, family & friendships or in work, business or one’s career? Relationships can be hard and life itself IS challenging. Why not arm yourself with the knowledge and breakthroughs that have been made about the mind, mental reactions & interpersonal relationships, so that one has better awareness and control over themselves and life in general. Learn where painful experiences are “stored” and how they can unknowingly affect us. You will also find out how one can “erase” those past painful experiences so that one is free to move forward without being tripped up by the past. Learn too, about what can lead some people to become “toxic” personalities and how to identify those traits in others so you won’t be tripped up trusting the wrong person. Our free Meet-ups occur in a safe environment where one can learn, without fear of judgment or criticism, and without the recommendation of harmful mental techniques or therapies, just how YOU can get yourself onto a happier & more successful path: in love & in life. We look forward to having you join us! This class is sponsored by the Dianetics & Scientology Life Improvement Center of Central Ohio.

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.

How to be a Better Communicator Communication is everything in life Sunday, 23 February at 2pm. You are only as successful as your ability to communicate. \- What if you could confidently talk to anyone? \- What if you had the ability to calmly control every conversation? \- What if you could close that sale\, ask for that date\, make new friends\, repair problematic relationships\, get that raise\, or effortlessly express any idea with confidence? You can! The secret to success relies on your ability or inability to effectively communicate. Attend a free seminar and gain a better ability to communicate. Hosted by the Church of Scientology of Central Ohio 1266 Dublin Road, Columbus, OH 43215 For more information, contact Rhiannon, the Event Host at 614-221-5024

Bring your business cards and network in person with other business professionals! Gold Star Referral Clubs is one of the most established professional networking organizations in the country, with multiple groups in central Ohio. Join us!