Data Science

Hello Pub quiz Beavers 👋 Ready for another country this week? Its a General Knowledge with a theme running through it to discover next weeks country Quiz 😉 A bucket of 40 or so questions and topics including Picture round, Language round, General Knowledge, Music, Science, Health, Geography, History, Cars plus a couple of other topics. Register on the Beavers Website to secure your table or let me know below ☀️ See you there 🥳🎉 **Organisation stuff** \- Teams of six per table are welcome\. \- Entry price is €1 per person and there are six people per table\. \- Winning team takes the on night pot of takings \- A round of shots for the Winning team \- \.\.\. and a Polaroid taken of the winning team to be proudly displayed on the wall of fame\! Use this link to register on the Beavers Pub website so we know how much IPA ales, soft drinks and food to keep in the Beaver family kitchen. If you can also confirm over this event, it would help too for numbers co ordination for example 1 person + 5 guests and a team name - please also confirm the word "quiz" in your name! 😀👌 Much love and thanks from Daddy Beaver 🦫. [https://beaverspub.at/book-a-table/](https://beaverspub.at/book-a-table/)

Dear AI Austrians, Spring is around the corner — and it’s time to get together again. **No agenda, no talks, no program.** Just good conversations, familiar faces, and meeting new people from the AI Austria community. Whether you’ve joined our meetups before or this would be your first one: you’re warmly invited. Come by for a quick hello or stay the whole evening — totally up to you. 📍Location: Gleis//Garten Eichenstrasse 2, 1120 Vienna 🕖 Time: From 18:30 - open end. More details will follow soon. Looking forward to seeing many of you there, AI Austria

Come join the **Vienna Galahs** for our weekly **Aussie Rules Football (AFL) training**! We’re usually 10–20 people and always happy to welcome new faces – whether you’re curious to try the sport, just want to be active outdoors, or simply fancy meeting new people and having a drink after. No experience needed – we’ll teach you the basics. **All genders** are welcome. Right now, we’re especially excited to grow Austria’s **first FLINTA/women’s AFL team** – so come give it a go! We train monday (Auer Welsbach Park) and thursday (Atzgersdorf Celctic Rugby Club)) Feel free to check us out on instagram: [viennagalahsafc](https://www.instagram.com/viennagalahsafc/#) What to bring: * Sports clothes & runners * A bottle of water * Good vibes (we’ll provide the rest) Stay after training for a chilled beer or non alcoholic drink and chats with the team. Come for the sport, stay for the people.

**About the Meetup** This meetup is for people who want to learn more about Product Discovery & Delivery. It is a mix of open discussions and a track for learning and development. You will meet others who share your interest in creating better products, solving problems, and learning new ways to work. **What to Expect** * **Talks:** This track will have prepared talks and/or workshops. These sessions will teach methods and ideas to help with product discovery and delivery. Speakers will share practical advice, real-world examples and practical methods. * **Networking:** This time we want to enhance the networking activities and make sure that people have an easier time talking with each other. \*\* Agenda\*\* * **18:30-19:00: Arriving, Networking, Food & Drinks** * **19:00-19:15: Welcome & Sponsor Intro** * **19:15-20:30: Talks á 30min (15min break between talks)** * **20:30-22:30: Networking** **️Talk 1** **[Christoph Bodenstein](https://www.linkedin.com/in/christophbodenstein/)** **The Optimistic Case for PMs in the Age of Coding Agents** *Head of Product at Finmatics \(Visma\) \| Founder at DocReady \| Co\-Host at The Hotfix Podcast* **Talk 2** **[Ia Mgvdliashvil](https://www.linkedin.com/in/ia-mgvdliashvili-0b459768/)** **Redefining the Product–Engineering Contract for Agent Assisted Development** *Sr\. Full\-Stack Engineer at Anyline \| Engineer Blogger [https://iyamg.com/](https://iyamg.com/) \| Speaker* **Why Join?** * Share your experiences and learn from others. * Improve your skills with clear steps and useful examples. * Hear new ideas that can help you in your work. * Meet others who care about making great products. **We are happy to see you there in person :)** \*\* Get in touch\*\* **If you want to host us or give a talk yourself, just send us a message here on[ [meetup.com](http://meetup.com/)](http://meetup.com/)**

**Join us** for free writing sessions with tea and treats and find the accountability, focus, and structure you need to achieve your goals. Be it a book, blog, script, essay, dissertation, resume, melody, poem or just plain work stuff, you are invited to write it with us. No one will see what you've written or give you unsolicited advice. Instead of just thinking about writing, come and get some real writing done! **SCHEDULE:** 18:00 - Quick Session intros. 18:15- Timer starts 20:00 - end/chat/ take off/. Vienna Mosaik closes at 20:15 OPTIONAL SOCIALIZING before and after the session. BEING LATE IS OKAY: just show up and join us! **What Should I Bring?** -Whatever you need to be able to write! -Bring earbuds/earplugs if you want to block out music or sounds. **Other Important Details:** TRAVEL / PARKING: 65A to Laxenburger Straße/Troststraße; O tram or 11 stop Arthaberplatz; Reumannplatz U-Bahn; Parking is Kurzparkzone. **INTERNET:** Yes **FOOD/DRINKS:** Light snacks, tea and coffee available. Donations optional **Open seating:** writing room is separate next to the entrance room. **Other info:** Click on the meetup you want to attend and then click on the red button "Teilnehmen" or "Attend". Otherwise, you can attend the writing session anyway. :) *Happy writing and I look forward to seeing you at Vienna Mosaik!* Find Us on Google Maps: [Vienna Mosaik](https://maps.app.goo.gl/1FsrkiXaw6D7y6pK7?g_st=com.google.maps.preview.copy)

Securing the road. Protecting critical infrastructure. Connecting cloud-native with the physical world. We’re incredibly excited to bring **#securitynative** Europe to Vienna - this time hosted by **Dynatrace** \- for an evening dedicated to cutting\-edge security in safety\-critical environments like automotive\, industrial IoT\, and critical infrastructure\. Whether you’re a platform engineer, security researcher, cloud-native enthusiast, or policy maker - this is your place to explore the intersection of modern security, edge computing, and resilience in the EU. 18:00 Doors open 18:35 Introduction 18:45 **Talk: “eBPF on Wheels - Container Security for the CAN bus (automotive)”** [Reinhard Kugler](https://www.linkedin.com/in/reinhard-kugler/?lipi=urn%3Ali%3Apage%3Aorganization_admin_admin_page_posts_published%3Bca553529-4f46-4308-9893-cbe9f21aaacf) (SBA Research) From continuous updates in constrained environments to deep protocol inspection - discover how eBPF and containers can detect cyberattacks in automotive and industrial systems. 19:20 **Panel: “What can engineers do for Critical Infrastructure?”** [Otmar Lendl](https://www.linkedin.com/in/otmarlendl/?lipi=urn%3Ali%3Apage%3Aorganization_admin_admin_page_posts_published%3Bca553529-4f46-4308-9893-cbe9f21aaacf) (CERT.at), [Daniel Thompson-Yvetot](https://www.linkedin.com/in/denjell/?lipi=urn%3Ali%3Apage%3Aorganization_admin_admin_page_posts_published%3Bca553529-4f46-4308-9893-cbe9f21aaacf) (CrabNebula), [Werner Wohlfahrter](https://www.linkedin.com/in/werner-wohlfahrter-052280272/?lipi=urn%3Ali%3Apage%3Aorganization_admin_admin_page_posts_published%3Bca553529-4f46-4308-9893-cbe9f21aaacf) (Frequentis) and [Constanze Roedig](https://www.linkedin.com/in/croedig/?lipi=urn%3Ali%3Apage%3Aorganization_admin_admin_page_posts_published%3Bca553529-4f46-4308-9893-cbe9f21aaacf) (fusioncore.ai, SBA Research) Join industry and government experts to discuss how deep-tech engineers can strengthen resilience - from lawful access vs encryption debates, CRA/NIS2 implications, to whether “secure-by-design” methods truly work in the real world. 20:00 **Networking** \- Continue the discussion with experts and peers\, share your experiences\, and connect with the #securitynative community. How to join? Reserve your spot and RSVP on meetup or via the [CNCF event page](https://community.cncf.io/events/details/cncf-security-native-europe-presents-what-can-cloudnative-do-for-at-critical-infrastructure-eg-automotive/). Bring your questions, your experience, and your curiosity. We’re looking forward to seeing you in Vienna!

Let's start our regular meetups again! All yarn crafters (knitters, crocheters, yarn spinner, yarn witches, etc.) and masters of other crafts are invited to come and join us. Let's bring our needles, hooks, yarn and work together on our latest projects while catching up and getting to know each other :) please note that the number of participants on Meetup is limited because there is already a large group of regulars :) All levels are welcome! Whether your a needle ninja or a crochet padawan, you will find here a community to welcome you and help you on your crafting journey!

We are happy to announce the next [eBPF](https://ebpf.io/)-focused meetup in Vienna scheduled for March 6, 2026. All talks will be suited for beginners and experts as well. Whether you're a web developer, platform engineer, data scientist or simply curious about the latest advancements in the world of IT, this event is for you. Come and join us to network with like-minded professionals, expand your knowledge in eBPF and explore how this open-source technology is revolutionizing the way we solve problems. Don't miss out on this opportunity to stay ahead of the curve! *Special thanks to our sponsors:* *\- ÖBB for providing an excellent venue for this meetup\!* **Agenda:** * 17:00 - 17:25: Arrival and Registration * 17:25 - 17:30: **Welcome** - *by the Organizers* * 17:30 - 18:00: **The pod knows where you're from** *\- preserving Source IP with Cilium and DSR* \- by Marcel Gredler * 18:00 - 18:30: Break * 18:30 - 19:00: **Signing eBPF for Security** *(with Hornet LSM)* \- by Julian Zhuang * 19:00 - 21:00: Closing Words & Networking Apero **Topic 1: The Pod Knows Where You're From – Preserving Source IP with Cilium and DSR** In this session, Marcel Gredler delves into maintaining original source IP addresses in Kubernetes pods using Cilium and Direct Server Return (DSR). By bypassing traditional load balancers for return traffic, DSR boosts bandwidth and performance, enabling efficient handling of high-throughput workloads like AI model inference and training in cloud-native setups. **Topic 2: Signing eBPF for Security (with Hornet LSM)** Julian Zhuang discusses enhancing eBPF program security via cryptographic signing integrated with the Hornet Linux Security Module (LSM). This approach verifies eBPF code integrity before kernel loading, reducing vulnerabilities in observability, networking, and security tools while ensuring safe deployment in production environments.

Heyho and welcome to our cozy Science Fiction Circle which is part of the Social Book Club! We meet every month to discuss one book (or short story). This time we read the hard science fiction novel **"Echopraxia" (2014)** by the Canadian author **Peter Watts**, sequel of the book "Blindsight", which we already discussed in November. It's not necessary to have read the first part, but it helps to understand some concepts that are not explained in the second. Anyway please read at least "Echopraxia" before the book club, to follow the discussion. We meet at IKEA Westbahnhof at JOE&JOE'S in the 5th floor. Drinks and some food can be bought there.

(Deutsch unten.) Sunday's portrait sessions start at 3 PM. Everyone is welcome to join our Open Sessions, just bring pencil, paper and any other utensils you may need. (Easels & Boards are available in the atelier). One pose will be maintained for the whole session, so that it is also possible to paint in watercolor, oil, etc. For the breaks we will offer some drinks and snacks. Free snacks and non-alcoholic drinks are available. Registration through this Meetup is suggested but not required. You can pay the 12 Euros fees in cash upon arrival. For more information, feel free to send email at info@viennaatelier.com Looking forward to see you soon! ============================= Die Porträtsitzungen am Sonntag beginnen um 15 Uhr. Bringe Bleistift, Papier und andere Materialen selbst mit, Staffeleien & Bretter gibt es im Atelier. Die gleiche Pose wird, unterbrochen von kleinen Pausen, über den gesamten Zeitraum beibehalten, daher ist es auch gut möglich mit Aquarell, Öl, usw. zu malen. Kostenlose Snacks und alkoholfreie Getränke stehen zur Verfügung. Eine Anmeldung über dieses Meetup wird empfohlen, ist aber nicht erforderlich. Sie können die 12 Euro Gebühr beim Ankommen in bar bezahlen. Für weitere Informationen senden Sie bitte eine E-Mail an info@viennaatelier.com

Join us for the first meetup in 2026! ⭐️ Are you interested in the Ruby language or Ruby on Rails? Join us. We have great talks, good vibes, and yummy snacks! 😋 **Talks** \~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~ 🗣️ [Peter Solnica](https://solnic.dev/) ▶️ Structured Logging in Ruby: Where We Are and Where We're Heading 🗒️ Ruby's logging ecosystem is evolving, and there's a lot of momentum to build on. In this talk, we'll explore the current state of logging in Ruby and compare it with ecosystems like Elixir, where a more capable, well-designed logger is built right into the standard library. We'll dive into recent developments in Rails - including its new structured events API - and how they connect to the broader picture of structured logging, error handling, and tracing. Along the way, we'll build a vision for what Ruby's standard library could offer: a powerful, extendable logger that makes structured logging a natural part of every Ruby project. 🗣️ [Marie-Therese Fischer ](https://fischer.codes/) ▶️ Building Games with Ruby 🗒️ What do you end up with when you strip Rails from a Rails developer? Plain Ruby. Join me as I explore the language behind the framework through the lens of game development. By building a simple terminal game and a 2D platformer, I’ll break down the essential building blocks every game is built on - from loops and input handling to visuals. We'll look at how stepping away from the 'magic' of Rails to build games can lead to a deeper understanding of Ruby logic and application structure. 🗣️ [Christoph Lipautz](https://github.com/unused) ▶️ The Art of Testing Nothing 🗒️ Traditional CI/CD pipelines often waste significant resources re-validating unchanged code, creating a bottleneck in the development lifecycle. This session explores the results of my attempts to shift from exhaustive execution to smart omission. I'll discuss how doing nothing turns into a technical strategic advantage while maintaining confidence. **Location** **\~\~\~\~\~\~\~\~** Mariahilfer Str. 97/4, 1060 Wien **Sponsors** \~\~\~\~\~\~\~\~\~ ⭐ [Meister](https://www.meisterlabs.com/jobs/) Founded in 2006 by Till Vollmer and Michael Hollauf, Meister’s journey from start-up to scale-up has been a story of continual growth. What started with a vision to create a simple visual mind-mapping tool has become not one but two collaborative tools that help teams everywhere focus on the work that matters. Thank you to Meister for hosting and providing us with refreshments and snacks! 🙌 \~\~\~ ⭐ Looking to sponsor or give a talk? We are looking for sponsors and speakers. If you are interested, contact us at organizers@ruby.wien!

Are you interested in product management and user experience? Are you an early bird? Join us for **UX Vienna Mornings**, a casual breakfast meetup. Meet like-minded people, discuss interesting topics, and expand your professional network in a great atmosphere. Our agenda: 1. Introduce yourself: Share what you do or what you like. 2. Learn about job opportunities and upcoming events. 3. Discuss your topics or projects. Is there a question you would like to discuss? Or a project you would like to share? Please bring them along! 4. Network and chat. **UX Vienna Mornings** take place on the first Friday of every month from 8 am to 10 am. Please note that this location only accepts cash. By participating, you agree that your likeness may be recorded and authorise UX Vienna to use any recording containing your likeness in any medium for any purpose. Accessible services for people with special needs: For assistance from a public transport stop to the venue and back, please email Max Scheugl at m@nofro.com

The Startup Circle of the TU Wien TOP Fellows invites to the next Startup Circle. Details are yet to be planned, this is a "safe the date".

⭐️Would you like to meet new friends?✨Welcome to Speed Friending in Vienna! Age 20-29/30-39. Please read the description attentively: Our next event is coming soon! 💎Price 10€ and order a drink for boys It is for free for girls ✨if you’re not comfortable with the price, you are welcome to skip this event. 💡 How it works: • You’ll have a short conversations with different people. • After each round, you’ll switch to meet someone new. • You’ll note who you liked, and if there’s a match, we’ll connect you after the event. 🧑‍🤝‍🧑 Age groups: The main groups are for ages 20-29 and 30-39 You are welcome)! Register today)✨ Join us on WhatsApp and Instagram and don’t miss new events https://www.instagram.com/makegoodfriends?igsh=YjA2czVxNjF0cGJi&utm_source=qr https://chat.whatsapp.com/ERvtYIUDqtHLtVwwytpKLZ

**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)

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.

**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)

**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.

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

Dear ACM Chicago Chapter members, On March 4, we are hosting a hybrid event at AON Center (200 E. Randolph, suite 200). Please note that this venue requires the attendee list to be submitted 48 hours before the event starts, so the RSVP will close then. Please remember to bring your government-issued ID to present to building security. You can also join virtually using the Zoom link below: [https://acm-org.zoom.us/webinar/register/WN_Ky5PEBMTSaiGQ6Q42-qrNA](https://acm-org.zoom.us/webinar/register/WN_Ky5PEBMTSaiGQ6Q42-qrNA) **Talk Title:** Effective Data Visualization **Speaker:** David Giard, Partner Solution Architect at Microsoft, **Tald Abstract:** We spend much of our time collecting and analyzing data. That data is only useful if it can be displayed in a meaningful, understandable way. Yale professor Edward Tufte presented many ideas on how to effectively present data to an audience or end user. In this session, I will explain some of Tufte's most important guidelines about data visualization and how you can apply those guidelines to your own data. You will learn what to include, what to remove, and what to avoid in your charts, graphs, maps and other images that represent data. **Agenda (Central Time):** * 5:30 – 6:00 PM — Networking * 6:00 – 6:05 PM — Introductions * 6:05 – 6:45 PM — Talk * 6:45 – 6:55 PM — Q&A * 6:55 – 7:00 PM — Adjournment * 7:00 – 7:30 PM — Networking Refreshments will be provided. Hope to see you there!

We will show a variety of methods for building agents that run in Microsoft Foundry. This covers the different types of agents: Prompt, Multi, and Hosted, as well as the development lifecycle using evals and traces.