Cognos

**Register now to attend! =>** [https://konfhub.com/ksug-au-2026-03-04](https://konfhub.com/ksug-au-2026-03-04) **<=** **Latest promotions** discovered by our community! * Missed **75%** off [LF / CNCF](https://lf.ksug.ai/)? [Get Notified](https://ksug.ai/?notify&ref=meetup) for next BIG drop! * **20%** off [KubeCon Europe](https://ksug.ai/events/?ref=meet) 2026 using code **KSAI20** * Up to **30%** off popular [Books](https://ksug.ai/books/?ref=meet) and [Events](https://ksug.ai/events/?ref=meet) 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 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:** Beyond Patching: Why Distroless is Your Last Line of Defense Against 0-Days by **[Andrew Dean](https://www.linkedin.com/in/ad7/)**, Enterprise SE @**[Chainguard](https://www.chainguard.dev/)** * **Topic 2:** Managing Kubernetes at scale with ClusterAPI, GitOps, and NKP by **[Chris Porter](https://www.linkedin.com/in/mrchrisporter/)**, Principal SA @**[Nutanix](https://www.nutanix.com/)** * **Topic 3:** Era of Resource Efficient AI Models by **[Om Subrato Dey](https://www.linkedin.com/in/om-subrato-dey/)**, Incoming Master of IT with AI @**UoM** * **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/)**, @**[KodeKloud](https://ksug.ai/kk/?ref=meet)**, **[Nutanix](https://www.nutanix.com/)** and **[Chainguard](https://www.chainguard.dev/)**! **[Register here](https://konfhub.com/ksug-au-2026-03-04) 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** ☸ 37% OFF **[KodeKloud](https://ksug.ai/kk/?ref=meet)** Plans - Code: **K8SUGKK** 𝐖𝐡𝐲 𝐖𝐞 𝐃𝐨 𝐓𝐡𝐢𝐬: ✅ Learn 𝐅𝐀𝐒𝐓𝐄𝐑 ⚡ ✅ Certify 𝐒𝐌𝐀𝐑𝐓𝐄𝐑 💰 ✅ Grow 𝐒𝐓𝐑𝐎𝐍𝐆𝐄𝐑 💪 𝟏𝟖𝟎,𝟎𝟎𝟎+ 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.

We’re excited to kick off 2026 with our first **Melbourne MLOps Community Meetup** of the year! This event is extra special! For the first time, we’re featuring a married duo, Mr. and Mrs. Badawy. And what better day to announce it than Valentine’s Day? 🚀✨ **🎤 Speakers** We’re thrilled to introduce: **\- Luke Badawy**, Generative AI Engineering Manager *at* Commonwealth Bank. Luke is a seasoned Software Engineer and self-proclaimed AI nerd with years of industry experience. In his talk, *Generating Games Using Only Gen AI*, Luke will explore a fascinating and often overlooked frontier in Generative AI — game generation. **\- Natalie Badawy**, Talent Acquisition Specialist *at* Andromeda. Described by Mr. Badawy as “Initiative Lord 9000,” Natalie is the co-founder of "What the Heck is Tech (?)" and co-organiser of "Melbourne Talent Meetup"*.* With deep experience in the tech recruitment landscape, she’ll share a recruiter’s-eye view of how the job market is evolving in the age of AI and ML in her talk: *How to Get Hired in the AI/ML Era*. **Networking** The Melbourne MLOps Community is committed to fostering a space where AI/ML engineers and practitioners can connect, exchange ideas, and build meaningful relationships. Come ready to discuss: * The tools you’re experimenting with * Trends you’re seeing in ML and MLOps * Challenges you’re tackling * Ways to find peer support We’ll have food, drinks, and the perfect space for great conversations — so feel free to bring along anyone interested in ML, MLOps, or AI more broadly. **Agenda** 🍕 **5:30pm** – Networking, drinks & food 🙋 **6:00pm** – Welcome 🎤 **6:10pm** – Presentation by Luke ❓ **6:30pm** – Questions for Luke 🎤 **6:40pm** – Presentation by Natalie ❓ **7:00pm** – Questions for Natalie 🍻 **7:10pm onwards** – Networking, drinks & food We’re looking forward to seeing you there! **P.S.** If you can’t make it in person, we’ll be streaming the event via Google Meet. Google Meet link: [https://meet.google.com/fxh-hpsg-ryt](https://meet.google.com/fxh-hpsg-ryt)

Join us at Preston Library and boost your public speaking skills! ## Speak with Confidence at Northern Exposure Toastmasters Join us in person at Preston Library for a fun and friendly Toastmasters meeting! Whether you're looking to sharpen your public speaking skills or just want to meet like-minded folks, this is the place to be. Share your stories, get useful feedback, and boost your confidence in a supportive atmosphere. ### **Set Your 2026 Challenge** Maybe this is the year you want to: * Improve your public speaking and presentation skills * Build confidence in meetings or high-pressure situations * Become a more influential leader * Sharpen your thinking on your feet * Strengthen your communication for career advancement * Expand your personal and professional network Whatever your 2026 challenge looks like, Toastmasters meets you where you are, and helps you grow from there. There is so much to learn from presenting speeches to become a Leader in the Club. * 1\. Personal & professional development * 2\. Improved communication & listening skills * 3\. Increased confidence * 4\. Develop & enhance leadership skills * 5\. Affiliation with an internationally renowned organisation Don't miss out on this chance to speak up and stand out!

Hello Melbourne, We’re excited to host our next BrowserStack QA meetup in Melbourne. an evening of practical insights on how AI is reshaping software quality, security, and developer workflows at scale. ​Come for sharp talks from industry leaders, stay for dinner and networking with the local QA, security, and engineering community. Agenda: **6:00 PM**: Open doors and introduction **6:30 PM - 7:10 PM**: Will be Updated soon **7:30 PM:** Dinner and networking **Few notes:** **🔹 This will be an In-Person event** **Mark your calendars and reserve your spot now! We can't wait to see you there!** **Note- RSVP doesn't confirm your seat, We will be sending the confirmation email one day prior to the Meetup to confirm your seat.**

Want to be able to articulate your thoughts with clarity and precision? Want to overcome your public speaking anxiety and become a confident presenter? Want to develop leadership skills and become a better communicator? Join Chadstone Oaks ToastMasters Club! Toastermasters is a not-for-profit organisation that is run by volunteers. We provide a supportive and positive learning experience in which members are empowered to develop communication and leadership skills, resulting in greater self-confidence and personal growth. We have meetings regularly, each meeting has a range of activities for you to participate in, such as impromptu speaking, prepared speech, etc. You will also receive constructive feedback which helps you improve your performance. Guests are welcome! We offer three meetings for free to our guests before joining as a member, so you can get a taste of how ToastMasters works and decide if it's right for you. When: 1st and 3rd Wednesday, 7.30pm-9.30pm Where: 22 Rob Roy Rd, Malvern East, VIC 3145 Visit our website to find out more: https://chadstoneoaks.org.au/ Send us a contact form through our website to reserve your spot if you'd like to attend our meeting as a guest.

**What if your words could awaken something powerful in others?** *What if you could speak in a way that expands vision, unlocks courage, and inspires people to step into new levels of possibility?* At this Toastmasters meeting, our Skill Shot presenter and MC will share how to speak with conviction, emotional depth, and authentic presence—so your message doesn’t just inform, it elevates. You’ll discover the techniques exceptional speakers use to ignite belief, create momentum, and move audiences toward greater thinking and bold action. Learn how to connect heart to heart, communicate vision clearly, and deliver messages that leave people feeling energised, empowered, and inspired. Inspiration isn’t about performance—it’s about clarity of purpose and strength of belief. When you speak from that place, your words carry power. Equip yourself with the abillity to captivate your audience, expand what they believe is possible, and leave a lasting imprint long after you’ve finished speaking. Join us tonight at Port Melbourne Toastmasters and learn how to inspire greatness, elevate thinking, and speak in a way that truly moves people. **Come check us out!** *Join us tonight at Port Melbourne Toastmasters and learn how to communicate persuasively, captivate your audience, and unlock opportunities through the power of influence.* 🌐 [www.portmelbournetoastmasters.org](http://www.portmelbournetoastmasters.org) 📅 **When:** 1st, 3rd, & 5th Wednesdays of the month, 7:00 PM – 9:00 PM 📍 **Where:** [Find directions here](http://5181586.toastmastersclubs.org/directions.html) *Guests, Meetup Group members, and visiting Toastmasters attend for free.* Secure your spot today!

**At Happy Hour Toastmasters - We make public speaking** **FUN!** **Do you want to get better at speaking in front of people?** Maybe for that important presentation at work, or that big wedding speech you've been asked to give? Do you want to have fun and make a bunch of great new friends while doing it? Then **our club is the place for you!** Our club is a diverse and supportive group of people, from beginners to world championship finalist-level speakers, who meet regularly to practice and improve our public speaking skills. **You'll also** **learn:** * **leadership skills** * **networking and 'soft skills'** * **how to provide constructive feedback** * **how to control your 'ums' and 'ahs'** * **how to think quickly and creatively while speaking on your feet** * **and much more!** **Guests are welcome** to come to any of our meetings, and we are also to chat with you about questions you might have, so please get in touch! **Please note - Bookings are essential**, as we need to let you into the building when you arrive!

For our March meetup we are excited to host Darryl Wright who will demonstrate how you really can deliver 3 yr projects in 3 months using Value Stream Mapping and Flow Efficiency. Find out what other organisations are doing to slash the time it takes them to deliver value, and how you can do it too. This talk explores: 1\. What is Value Stream Mapping \(VSM\)\, and Flow Efficiency ? 2\. What does VSM reveal about how most organisations deliver value today ? 3\. The big lightbulb moment: can 3 yr projects really be delivered in 3 months? \(hint: yes\!\) 4\. Where to from here ? \(and can I use AI to help with all of this ?\) And then, as we always highly encourage participation to embed what we learnt, we'll give the method a go ourselves with Darryl's expert guidance. **Meet your Speaker - Darryl Wright, Value Delivery Advisor and Trainer at Organa** *The only constant in life is change.* Darryl comes from a strong commercial and delivery background borne from two decades of experience in traditional IT project and program management and running IT businesses. This led him on a journey to find more successful and humane ways of working, becoming an Enterprise Agile coach and trainer. He is now a passionate champion of changing the way the world works. His guiding vision is to assist organisations to become great places to work that have happy, effective staff who create brilliant products and services that their customers love.

Practice speaking/leadership at SmashSpeak. Less formalities and technicalities, just speaking! Suits beginners to confident Multicultural Hub, 506 Elizabeth St (Opposite Queen Vic Market) Level 1, **Purple Room** (End of corridor) More to come...

To celebrate ***International Women’s Day***, we’re bringing our community together for a special evening featuring two inspiring women in tech. This event is all about sharing experiences, learning from real journeys, and creating space for honest conversations about building a career in cloud and technology. Whether you’re just starting out, making a transition, or already deep in the industry, you’ll find stories, insights, and perspectives that resonate. **And some exciting news** — thanks to our friends from [Programmable](https://www.programmable.tech/), attendees on the day will get a chance to win a ticket to the Programmable conference (valued at $449!). Expect practical lessons, personal reflections, and the kind of discussions that remind us why community matters. See you then! **Topics** **1\. One Platform\, Infinite Connections** An API Platform is not simply a layer for routing traffic; it is an operating model for how organisations design, secure, and monetise digital capabilities. This session opens by defining what an enterprise API Platform looks like in practical terms and why it’s becoming a core part of modern engineering and business strategy. Using a real implementation as context, the discussion examines how Apigee enables structured governance, streamlined developer onboarding, intelligent traffic control, and deep observability. It also addresses how the platform supports emerging AI, LLM, and MCP patterns, outlining its security architecture in production environments and demonstrating how APIs can be bundled into consumable products to create commercial value. Particular attention is given to advanced protection strategies for managing both conventional API workloads and AI-driven traffic. Attendees will leave with a concrete, experience-backed framework for turning an API platform into a measurable driver of innovation, resilience, and revenue. **About the speaker** Neha is an Engineering Manager at MYOB, leading the API Platform capability. With nearly two decades of experience in the IT industry, she has built deep expertise across cloud infrastructure, platform engineering, and large-scale technology transformations. **2\. Stateful Secrets in a Stateless World: Navigating the Azure Serverless Landscape** Serverless is more than just a buzzword; it represents a fundamental shift from managing infrastructure to focusing entirely on code. In this session, we’ll begin by comparing serverless with traditional server-based models to unpack the true differences in cost, maintenance, and scalability. From there, we’ll walk through a real-world application architecture to see how Azure Functions can be used to solve practical engineering problems that conventional servers often struggle to handle efficiently. Drawing on lessons learned from hands-on experience, we’ll also explore common pitfalls, optimisation strategies, and cost-saving techniques. Whether you’re new to serverless or already working with cloud-native systems, this talk will leave you with a clearer, more practical blueprint for designing and building modern applications. **About the speaker** Archana is a Master’s in Data Science candidate with a foundation in Computer Science and Engineering. She brings hands-on experience from her background as a Full Stack Developer, where she focused on building web applications powered by Azure serverless backends. By blending her software engineering roots with her current work in data science, Archana designs cloud-native solutions that are both scalable and data-driven. She is passionate about sharing practical lessons and helping the community understand how to effectively bridge the gap between web development and serverless technology. **Agenda** 5:30pm – Food and networking 6:00pm – Presentation 1 6:40pm – Presentation 2 7:20pm – Networking Thanks to our sponsors: [HAL systems](https://www.halsystems.com.au/), [Mantel](https://mantelgroup.com.au/) and [REA group](https://www.rea-group.com/)! Join us for an evening of learning, conversations, and great company!

**Register now to attend! =>** [https://linktr.ee/ksug.ai](https://linktr.ee/ksug.ai) **<=** **Latest promotions** discovered by our community! * **75%** off [Cybersecurity Super Bundle](https://cny.ksug.ai) using code **LUNAR26SBAI** * **50%** off [KubeSmart Bundles](https://ksug.ai/bundles/?ref=meet) using code **LUNAR26BUNAI** * **20%** off [KubeCon Europe](https://ksug.ai/events/?ref=meet) 2026 using code **KSAI20** * Up to **30%** off popular [Books](https://ksug.ai/books/?ref=meet) and [Events](https://ksug.ai/events/?ref=meet) We're excited to welcome you to the upcoming **KSUG.AI Australia Meetup** — happening in-person! 🎉 We're actively seeking more awesome AI topic speakers! 👉 [https://speaker.ksug.ai](https://speaker.ksug.ai) Join us for Melbourne’s biggest S1 Newcomer Festival! Whether you are a brand new student, a returning senior, or just looking to meet new friends, this is the event to kick off your semester. **Event Details:** * **Date:** Sunday, March 8, 2026 * **Time:** 2:00 PM – 6:00 PM * **Location:** Drill Hall, Multicultural Hub (26 Therry St, Melbourne VIC 3000) * **Entry:** **Online Registration Required** (Strictly no walk-ins) **What to Expect:** * **5,000+ Free Gifts:** From student survival kits to brand merchandise, everyone walks away with something. Arrive early for the best selection! * **Mega Lucky Draw:** Electronic draws every 30 minutes featuring prizes like a PS5, Dyson Supersonic Hair Dryer, Stanley Tumblers, LEGO sets, Wayfarer (Gen 2) and more. * **Interactive Fun:** Booth games and a stamp collection challenge to unlock bonus lucky draw entries and exclusive gifts. * **Study & Career Advice Zone:** Mentors and industry professionals will be available to answer questions about course planning, internships, resume tips, and migration pathways. * **Networking:** Connect with trusted local brands, student organizations, and peers from different universities. **How to Maximize Your Chances:** You can earn multiple lucky draw tickets (up to 10 per person) by checking in with a group, referring friends, sharing on social media, participating in booth activities, or volunteering. **Don't miss out on this full experience!** **[Register here](https://linktr.ee/ksug.ai) to secure your spot!** See you all there! *(This event is organized by JR Academy with strong support from KSUG.AI Community and various sponsors.)* 👉 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** ☸ 37% OFF **[KodeKloud](https://ksug.ai/kk/?ref=meet)** Plans - Code: **K8SUGKK** 𝐖𝐡𝐲 𝐖𝐞 𝐃𝐨 𝐓𝐡𝐢𝐬: ✅ Learn 𝐅𝐀𝐒𝐓𝐄𝐑 ⚡ ✅ Certify 𝐒𝐌𝐀𝐑𝐓𝐄𝐑 💰 ✅ Grow 𝐒𝐓𝐑𝐎𝐍𝐆𝐄𝐑 💪 𝟏𝟖𝟎,𝟎𝟎𝟎+ 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.

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.

## **KISMETRIX \| True Connection: Singles Dinner Night at The Bank Carnegie** [Ticked Event](https://www.eventbrite.com.au/e/mar-6th-friday-singles-dinner-night-at-the-bank-carnegie-tickets-1982849354797?aff=oddtdtcreator) **Back by popular demand — our last Singles Dinner welcomed 70+ guests.** KISMETRIX \| True Connection returns to The Bank Carnegie for a relaxed\, seated dinner designed for real conversation\, genuine connection\, and great energy — without dating apps or speed dating pressure\. 📅 **Friday, 6 March 2026** 🕖 **7:00 PM – 10:00 PM** 📍 **The Bank Carnegie** 243 Koornang Rd, Carnegie VIC 3163 🎟 **Ticket options:** • Entry + **one drink included** • Optional **pre-order dinner at a special discounted price** *(recommended for a smoother evening)* ## 🍽 Optional Dinner Pre-Order Pre-order your meal during checkout to secure your choice and enjoy smoother service on the night. • **Porterhouse Steak (250g)** – $25 • **Chicken Parmigiana** – $20 • **Dahl Curry (V, GF/CO)** – $20 ⚠ Dinner add-on does not include event entry. A valid event ticket is required. Meals may also be ordered on the night (subject to availability). ### 💫 What This Night Is About If you’re tired of swiping and craving real, face-to-face connection, this night is for you. This is a warm, well-hosted dinner experience where singles meet naturally over food, drinks, and meaningful conversation — no awkward games, no forced interactions, just good flow and good vibes. ### 👥 Who’s Coming Emotionally aware, relationship-minded singles in the following age groups: * **25–35** * **30–48** * **40–58+** *(With a few years’ flexibility either side. Minimum age: 18)* Guests are seated within their age bracket, with gentle rotations throughout the evening to keep conversations fresh and the energy moving. ### 🎉 What to Expect ✅ One drink included on arrival ✅ Intimate, seated dinner format ✅ Thoughtful rotations to meet new people ✅ Ambient lighting, great music, relaxed atmosphere ✅ Come solo or with friends — many guests do ### 🎯 Why KISMETRIX Is Different KISMETRIX \| True Connection isn’t speed dating\. It’s a curated space for singles who: * Prefer **real-life connection** over apps * Value **good food, good conversation, and good energy** * Want an experience that feels human, relaxed, and genuine ### 📣 Limited Spots Available This is an intentionally curated dinner with limited seating. 🎟 **Book early to secure your place** — and lock in the **special pre-order meal pricing** if you’d like a seamless, stress-free evening. **🔗 Stay Connected with Kismetrix \| True Connection** Love this event? We run a variety of experiences to help people meet and connect in meaningful ways. 📧 **social@kismetrix.com.au** 🌐[ ](http://www.kismetrix.com.au "http://www.kismetrix.com.au")**[www.kismetrix.com.au](http://www.kismetrix.com.au "http://www.kismetrix.com.au")** 📱 Follow us on[ ](https://www.instagram.com/kismetrix_/ "https://www.instagram.com/kismetrix_/")**[Instagram](https://www.instagram.com/kismetrix_/ "https://www.instagram.com/kismetrix_/"), [Facebook](https://www.facebook.com/profile.php?id=61559826808523 "https://www.facebook.com/profile.php?id=61559826808523") & [Eventbrite](https://www.eventbrite.com.au/o/kismetrix-singles-events-84848288353 "https://www.eventbrite.com.au/o/kismetrix-singles-events-84848288353")** 📄 **Important Notice:** By registering for this event\, you confirm that you have read and agree to Kismetrix \| True Connection’s[ Terms & Conditions](https://www.kismetrix.com.au/terms-and-conditions-2/ "https://www.kismetrix.com.au/terms-and-conditions-2/"),[ Privacy Policy](https://www.kismetrix.com.au/privacy-policy/ "https://www.kismetrix.com.au/privacy-policy/"),[ Disclaimer](https://www.kismetrix.com.au/disclaimer/ "https://www.kismetrix.com.au/disclaimer/") and[ Code of Conduct](https://www.kismetrix.com.au/code-of-conduct/ "https://www.kismetrix.com.au/code-of-conduct/").Some events may be non-refundable as stated in their individual descriptions.🤝 Collaborations: **collabs@kismetrix.com.au**

Window functions have nothing to do with the Windows operating system but provide a “window” to a result set when used in SQL queries. They are powerful, set-based methods to view data in unexpected ways. Window functions provide easy, set-based solutions to solve some common problems: * Using running totals * Performing operations in intervals * Identifying data gaps and islands * Performing aggregates without losing detail Many people are confused by window functions and do not know how to use them properly. This session will explore window functions, how they work, and how to use them. Demonstrations with several examples will solidify how window functions can simplify queries and make them more powerful.

**Google Analytics Alternatives** Is it finally time to make the switch away from Google Analytics? Two-and-a-half years ago Jason Packer asked this question at Columbus Web Analytics Wednesday. Since then: Google’s Universal Analytics has been sunset, we’ve changed our name to Columbus Data & Analytics Wednesday, and Jason has released two editions of his book “Google Analytics Alternatives”. Fresh off the release of the 2nd edition of his book, we thought it was time to re-open this conversation. While people love to complain about it, GA’s market share has remained relatively constant (at least in the United States). Why is that? You won’t find any complaints about GA4 in this talk, but rather an overview of what’s currently available in the market and how to frame your decision-making process. We’ll also be giving out some free copies of Jason’s book! So even if you’ve got a “GA4Lyfe” tattoo (no judgement), there’s free books to go with the free pizza and beer. 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)

Join membersrs of the Central Ohio UX and digital design community for a casual monthly breakfast.

Let's gather for lunch at Carfagna's followed by an optional stop in Carfagna's Market to check out the tastes and smells of Italy. Carfagna's address is 1440 Gemini Pl, Columbus, OH 43240

Join other experienced and aspiring agile coaches and professionals to: * develop and practice your coaching skills in a peer-to-peer environment * share current successes and challenges in your work environment and get support from each other * learn from each other, build better relationships and experiment with new ideas

Private Group. Closed to the Public Knowing ourselves and understanding our abilities is the first step toward wielding our gifts with control and accuracy. In subsequent classes we will verify and hone our talents with activities and discussion. These are hands-on workshops and participation is expected. The goal of our series will be to develop expertise in areas of particular interest such as mediumship, channeling, divination, healing and, etc.. Our ultimate directions will be determined by class members as we evolve. I look forward to sharing and discovering with you. - Cynthia