Data Mining

\# MICROSOFT FABRIC USER GROUP AUSTRIA **Sechstes Meetup \| 19\. März 2026 \| ab 18:00 Uhr \(vor Ort\) / 19:00 Uhr \(remote\)** 📍 adesso Austria, Graz 🍴 Snacks & Drinks 🖥️ Hybrid 💬 Sessions: Englisch Wir freuen uns, euch zum sechsten **Meetup** der **Microsoft Fabric User Group Austria** einzuladen. Unsere Community trifft sich **monatlich** und rotiert dabei zwischen **Wien, Graz** und **Linz**. Diesmal sind wir bei **adesso Austria** in **Graz** zu Gast. **AGENDA** **18:00** – Ankommen · Leute kennenlernen · Snacks & Drinks genießen **18:45** – Begrüßung · *Fabric, Power BI & Community News* **19:00** – *Mastering Power BI Model Types - Import, DirectQuery, or Composite?* \| [Gregor Prohaska](https://www.linkedin.com/in/gregor-prohaska/), COSMO CONSULT (englisch) **20:00** – Offene Runde · Fragen, Austausch & gemütlicher Ausklang **ABSTRACT** *Mastering Power BI Model Types - Import, DirectQuery, or Composite?* - **Gregor Prohaska** Whenever you start a new Power BI project, you must choose the right model type — a decision that shapes all the work that follows. This session explores the world of Power BI model types, focusing on the differences between Import, DirectQuery, and Composite models. We examine the limitations, advantages, and requirements of each model to provide a clear decision guideline for when to use each one. This session aims Power BI developers, data analysts, BI architects, and anyone interested in maximizing the efficiency and flexibility of their Power BI solutions. By the end of this session, atttendees will * know the main differences between Import, DirectQuery and Composit models * be able to choose (wisely) the right model for a given task * understand the impact on report design, user experience and governance If you want to avoid classic model type mishaps, this session is for you. Make your users (and database admins) happy and choose wisely!

**Cloud Native Night Munich** AI agents are no longer just generating text — they are opening pull requests, deploying to Kubernetes, and making autonomous decisions inside production systems. But how do we secure, govern, and observe systems that are inherently non-deterministic? In this meetup, we explore practical patterns for fine-grained authorization of AI-driven DevOps workflows and robust observability strategies for autonomous agents. Expect concrete architectures, cloud-native tooling, and real-world lessons for building agentic AI you can actually trust in production. THIS MEETUP WILL BE HYBRID. **\|** Zoom link will be available shortly before the meetup starts \*\*\* AGENDA \*\*\* * 6\.30 PM \| Doors open\. Grab some snacks & drinks\. * 7\.00 PM \| Welcome & Intro – **Start of hybrid meetup** * 7\.15 PM \| **Beyond API Keys: Fine-Grained AI Agent Authorization for DevOps**, Ankit Asthana (Cloud infrastructure Architect at SQUER), Tom Graupner (Head of Cloud & Platform Engineering as SQUER) * \~8:15 PM \| **Mastering Agentic Observability: Reliable Multi-Agent Systems with OpenTelemetry,** Nicolai Ommer (Software Architect at QAware) * afterwards: More snacks & drinks, and a lot of time for networking with all attendees and speakers. \*\*\* ABSTRACTS \*\*\* **Beyond API Keys: Fine-Grained AI Agent Authorization for DevOps**, Ankit Asthana (Cloud infrastructure Architect at SQUER), Tom Graupner (Head of Cloud & Platform Engineering as SQUER) AI agents are increasingly performing powerful DevOps actions like opening pull requests and deploying to Kubernetes. Yet most teams still rely on static tokens for authorization, which creates security and governance risks. In this talk, we present a practical pattern using OpenFGA and an Agent Gateway to enforce relationship-based, auditable authorization for AI-driven DevOps workflows—ensuring automation remains fast, controlled, and explainable. **Mastering Agentic Observability: Reliable Multi-Agent Systems with OpenTelemetry,** Nicolai Ommer (Software Architect at QAware) The software landscape is undergoing a paradigm shift. Agentic AI. While microservices operate deterministically, AI agents act probabilistically and often unpredictably, making them autonomous. This presents a significant challenge for platform engineers and DevOps teams. How can you monitor a service whose response varies with each call? How can you debug a 'hallucination' or an endless loop in decision-making? In this talk, we will demonstrate why traditional 'golden signals' (latency, traffic and errors) are insufficient for AI agents and explain how they must be expanded. We treat agents as the new microservices and use the well-established OpenTelemetry (OTel) standard to shed light on the inner workings of LLMs and agentic workforces. \*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\* Please comply with our [Code of Conduct](https://www.greenmanifesto.de/en/code-of-conduct). Please note that photos are taken during the meetup. If you do not want to appear in the photos, please contact the meetup team at the beginning of the event. Bitte halte dich an unseren [Code of Conduct](https://www.greenmanifesto.de/code-of-conduct). Während unserer Meetups werden Fotos aufgenommen. Falls du nicht auf den Fotos erscheinen möchtest, sprich bitte zu Beginn der Veranstaltung mit unserem Meetup Team.

Hello Gophers, Welcome back for another year of Go talks and networking! Would your company like to host our meetup? Let us know! If you'd like to give a talk - submit your proposals here: http://goo.gl/forms/54YvJT223F All talk formats work: short talks (5-10 min) as well as regular length (25 min). If you have more ideas - talk to us at the Gophers slack: https://invite.slack.gobridge.org/ in the #berlin channel, and follow us on twitter: https://twitter.com/gdgberlingo **Speakers:** *Ashley Mensah* is a Developer Relations engineer at NetBird, working on open source networking and developer experience. **Hosts:** **NetBird** is an open-source networking platform written in Go that enables teams to securely connect devices and services across cloud, on-prem, and edge environments with minimal operational overhead. Designed for simplicity and performance, it helps developers build and manage private networks without complex infrastructure. Its developer-first approach and modern, secure connectivity make it a natural fit for the Go ecosystem. **Antler** is a global early-stage venture capital firm and company builder that partners with exceptional founders from day one to help ideate, launch and scale impactful technology startups. Antler operates in major innovation hubs worldwide offering capital, mentorship, and access to a global founder community designed to help entrepreneurs build faster and go further. Join in person at: Antler - Jägerstraße 32, 10117 BerlinBerlinhttps://maps.app.goo.gl/Qak36Ubey9JumTUe6 or virtually at: https://youtube.com/TBD This is a hybrid event. Join the event virtually at https://gdg.community.dev/events/details/google-gdg-berlin-golang-presents-hybrid-march-golang-meetup-2/ or in person at Antler - 32 Jägerstraße Berlin, 10117 *** Agenda 7:00 PM: Networking Networking over drinks and food 7:30 PM: Welcome Welcome words from the organizers 7:35 PM: Talk 1: Guard Duty / Ashley Mensah, Developer Relations engineer @ NetBird Self-healing reconnection engine with multi-source events and exponential backoff 8:10 PM: Announcements and break Announcements, HR lost & found, open mic 8:30 PM: Talk 2: TBD TBD 9:05 PM: Networking Networking over drinks and food *** Hosted By Natalie Pistunovich, Organizer Ole Bulbuk, Organizer Tim Scheuermann, Organizer Anderson Queiroz, Complete your event RSVP here: https://gdg.community.dev/events/details/google-gdg-berlin-golang-presents-hybrid-march-golang-meetup-2/.

Discover Kiro, AWS’s innovative development environment that adapts to your workflow. Whether you prefer specification-driven development or a more intuitive, vibe-based approach, Kiro empowers you to build applications your way. In this session, speakers will explore Kiro’s core functionality and its evolution through re:Invent 2025, along with demonstrations of prompts used to create APIs, hooks, and steering documents. In the latter part of the session, watch as we build a complete example from scratch, showcasing Kiro’s agentic AI workflow in action for spec-driven development and vibe coding. What You'll Learn - Core Kiro concepts and development philosophy Feature evolution: pre and post re:Invent 2025 Practical examples: API creation, hooks, and steering docs Live coding demonstration with real-time problem solving Who Should Attend - Developers, solutions architects, and technical leaders interested in modern AWS development tools and AI-assisted coding workflows. **Speakers Bio:** Matthew Jorat: Matthew Jorat is a Customer Solutions Manager at AWS with nearly three decades of expertise in AI, cloud transformation, migration, modernization, IT, technology, and business. His career spans infrastructure engineer, solutions architect, security auditor, customer success director, support and services director, and operations officer. He was an early adopter of AWS services as a customer, and his current role at AWS uniquely blends his technical and business skills as he partners with executive teams to translate strategic priorities into measurable business outcomes through cloud adoption, AI implementation, and operational excellence. Matt leads end-to-end AI initiatives for enterprise customers, identifying high-impact use cases and maintaining relentless focus on measurable ROI. He holds eight AWS certifications and serves as Adjunct Professor at Franklin University teaching cloud computing and AWS architecture. His expertise encompasses GenAI, agentic AI systems, migration, modernization, and optimization strategies that drive transformation at scale. [https://www.linkedin.com/in/mattjorat/](https://www.linkedin.com/in/mattjorat/) Girish Bhatia: Girish Bhatia is a seasoned technology delivery leader with deep expertise in cross-domain program management. He holds multiple AWS certifications, including AWS Certified Solutions Architect – Associate, AWS Certified Developer – Associate, and AWS Generative AI Practitioner, and is also an AWS Community Builder. Girish brings over two decades of experience in the information technology industry. Throughout his career, Girish has led major technology-driven business transformation from modernizing on-premises applications to driving large-scale cloud migrations. His work includes API-based integration platforms, data-center and mainframe modernization, and enterprise cloud adoption initiatives. Based in Columbus, Ohio, Girish works at a tech-forward fintech company. He is passionate about AWS serverless architectures, Generative AI and emerging cloud technologies. An avid learner and builder, he continues to explore and apply the latest innovations in AWS to help organizations accelerate their digital transformation. https://www.linkedin.com/in/girishbhatia/[https://www.linkedin.com/in/girishbhatia/](https://www.linkedin.com/in/girishbhatia/) **THANK YOU** *Franklin University* for hosting our meetup! To learn more about *Franklin University*, please visit their website: https://www.franklin.edu/ **DIRECTIONS** Franklin University Fisher Hall 300 E. Main St, Columbus, OH 43215 Map: https://maps.app.goo.gl/jxjBA2hUmS5qrvhq8 Parking is FREE! Please park in Lot C in front of Fisher Hall. See attached map. NOTE: Map the address only. When mapping with Google Maps it may use the Fisher Hall at OSU, which is NOT correct. **Want to sponsor the pizza and/or bar tab?** Please contact me if you would like to sponsor this meetup's pizza and/or bar tab: angelo@mandato.com

**Details:** This talk reviews the fundamental academic research literature in financial economics, distilling key findings with rigor while debunking suboptimal investing decisions. It draws on decades of empirical research and statistical analysis with the aim of guiding how to think about sound investing. **Audience Takeaway:** Attendees will gain a practical, research-based approach to assessing investments, interpreting risk, and making choices that support long-term financial independence, informed by decades of published financial studies. **Zoom: This is a *hybrid* event. To attend online, join us on Zoom here at 6pm:** https://iit-edu.zoom.us/j/87434065239?pwd=mK8gkDO6FTL2NBCXrgnViDwVJU14YT.1 Meeting ID: 874 3406 5239 Passcode: 826532 **Sponsor:** **[Tegus by AlphaSense](https://www.tegus.com) will provide the meeting site, as well as pizza and soft drinks for the onsite participants.** * **Address:** 200 N. LaSalle Street. Suite 1100. Chicago, IL 60601 * **Tegus by AlphaSense's Overview:** Tegus by AlphaSense is the leading market intelligence platform for key decision makers. We power some of the world’s most well-respected institutional investors, corporations, and consultancies through the largest and most comprehensive database of primary and market information. Our products and services enable clients to discover unmatched insights and answers to the most challenging questions they face to help them make better informed decisions. We are an end-to-end investment intelligence and research platform that modernizes the research processes. With an ecosystem that combines at-cost, on-demand expert calls with a 55K+ transcript library; quantitative financial workflows that streamline research across company disclosures, management presentations, earnings calls and filings; and 4K+ fully-drivable financial models and company benchmarking data, including every KPI and comparison that matters, Tegus by AlphaSense enables investors to move faster, gather deep research and surface high-quality insights to drive better decisions. The company serves customers worldwide, including investment analysts, portfolio managers and key decision makers across public and private businesses in markets of all sizes. * **Logistics**: To access the Tegus by AlphaSense building, we require **first and last names** of those who RSVP'd by Mar 18. Attendees will then present their **IDs** when they arrive at the front desk (right when they enter the building). They will be sent up in the elevator to the 11th floor where we will be.

**Important time note:** Please plan on arriving between 5:30 and 6:00 as the elevators lock after 6 and you'll need to message us and we'll need to come get you. The building address is 4450 Bridge Park The entrance is 6620 Mooney St, Suite 400 **Abstract** TBD **YouTube Link** TBA

**Improving Office in Franklinton** Physical location: Improving Office 330 Rush Alley Suite #150 Columbus, OH 43215 Schedule: 6:00 p.m.: Socialize, eat, and drink. Improving will be providing pizza and beverages. 6:30 to 8:00 pm. Main meeting and presentation(s). Topic: Type Annotations with John Cassidy We meet on the last Monday of each Month. Presentations are given by members and friends of this group. If you would like to do a presentation (small or large) on a python topic, please contact Central OH Python at centralohpython@gmail.com

**We'll have two meetings covering AI - this second one is for Positron** We will review which AI features are linked in for Positron, and how to use them. **Location:** The meetup will be at SPARK's ([https://annarborusa.org/](https://annarborusa.org/)) Ann Arbor site: [SPARK HQ (Ann Arbor)](https://urldefense.com/v3/__https://www.google.com/maps/place/Ann*Arbor*SPARK*Headquarters/@42.2792515,-83.7447708,17z/data=!3m1!4b1!4m5!3m4!1s0x883cae3effe193cb:0x5296a53db2a282bf!8m2!3d42.2792515!4d-83.7447708?hl=en-US__;Kysr!!HXCxUKc!3EEdBNXRJKknP6LCGkZetSuEsdtChFojQnOVitFUC5C0fyilqXEbiMstT9ajBR3Cw-55qoFkrElCjQvjMdTxUw$). There is on street parking, and parking at local structures. **This will be a hybrid meeting - the Zoom session starts at 6:30 PM.** **Time:** The doors will be open at 6:00, with pizza and beverages provided. We will have a meet-and-greet-and-pizza session, and then at 6:30 we'll have a presentation. **Zoom information:** https://us06web.zoom.us/j/86862937929?pwd=woa95D1r85dobjqxQ07NfBLNdTa9hc.1 Passcode: 705462 **If you can't get in, please call me at: 734 223-3307** **Document source:**

NFT's are here to stay folks! This is a group for like minded people interested in understanding, leveraging, using, creating for, profiting from, trading too i suppose, NFT's.. everything around them, complexity, fear and exploits, best practices and more. **PLUS** This group will talk AI ART tools, techniques, artists, video, audio, prototypes and more in the AI assisted production space- ART specifically, but we can get into any aspect of some of the cooler things happening in AI in general.

**New Dojo Location!** **Draft Day Columbus** 1130 Dublin Road Columbus, OH 43215 We're going to try a new dojo location for a few weeks and see how it works Dojos are informal Python group study sessions where everyone interested in Python gathers to learn about Python, help others with Python, or just hang out. Everyone is welcome from Python beginners to experts. Bringing a laptop is encouraged (we'll have extension cords and power strips). If there's something you want to learn leave a comment on this invite so we can plan ahead. We're looking for topic suggestions and people interested in presenting at our monthly meetings. To this end we've set up a survey form at [https://docs.google.com/forms/d/15eBKF1nQQ2XS5gzD4rvhVRHMBEj7lJtHuA9wXupS3Uc](https://docs.google.com/forms/d/15eBKF1nQQ2XS5gzD4rvhVRHMBEj7lJtHuA9wXupS3Uc)