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

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

Absolutely! Find streaming analytics events near your location here. Connect with your local community and discover events within your area.

Streaming Analytics Events Today

Join in-person Streaming Analytics events happening right now

Databricks Meetup Barcelona - 1 julio @ADEVINTA
Databricks Meetup Barcelona - 1 julio @ADEVINTA
**REGISTRATION (Mandatory to access facilites):** https://usergroups.databricks.com/events/details/databricks-user-groups-databricks-user-group-de-barcelona-presents-databricks-barcelona-user-group-back-from-dais-en-adevinta/ Databricks + networking, by Users for Users. Data professionals of different organizations will share their experience developing AI use cases with the audience. Event aimed at Databricks User community with **AI** and **news from** [Data & AI Summit ](https://www.databricks.com/dataaisummit)as central themes. Event is free and **everyone** (data teams, enthusiasts, consultants, students, freelance,...) is **well received but** **seats are limited**, so register now if you're interested to join! **Agenda:** **17:00 Registro y recepción de asistentes** **17:30 Bienvenida y Apertura** **17:45 Presentación Adevinta** *The Path to Pro: implementing Genie & data product certification With a CI/CD mindset* **18:10 Presentación CTTI** *Analisis de datos geoespaciales con Databricks y Genie* Benjamin Perez Gonzalez, Gestor de Solucions **18:35 Presentacion Bayer** Federico Ravizzini**,** Global Cloud Data, Analytics & AI Platform Manager **19:00** **Novedades Databricks. Data + AI Summit** Javier Gallardo, Strategic Account Executive, **Databricks** **19:20 - 20:30** Cierre del evento y Networking **![🍕]()** See you!
17º. Muestra de Portfolios Fotográficos en Barcelona
17º. Muestra de Portfolios Fotográficos en Barcelona
Te invitamos a participar de los Encuentros de Portfolios Fotográficos en Barcelona. Espacios que habilitan la conversación con otros fotógrafos y fotógrafas a partir del visionado de una selección de sus trabajos. No te pierdas la oportunidad de aprender e inspirarte. ## Próximo encuentro: 1 de julio 19h Compartirán parte de su trabajo fotográfico: [Aïna del Arco](https://www.instagram.com/llamameaina/) Ana Laura Medici [Horacio Riveros](https://www.instagram.com/tatofotourbex/) Jose Antonio Sancho Pastor [Maria José Fernández Hidalgo](https://www.instagram.com/mj_streetphoto/) En esta oportunidad el público votará por su foto favorita en el **[concurso “Los Colores del Verano”](https://fotoartebarcelona.com/concurso-de-fotos/)** **Puedes participar de este concurso de fotografía [aquí.](https://fotoartebarcelona.com/concurso-de-fotos/)** ## Miércoles 1/7- 19h **Te esperamos:** **Centre Cívic Barceloneta** C/Conreria, 1-9, 08003 Barcelona [(ver en GoogleMaps)](https://fotoartebarcelona.com/muestra-de-portfolios/#barceloneta) **Actividad Libre y Gratuita**
Speed Networking, Find Your Next Collaborator/Mentor/Friend for Woman in Tech
Speed Networking, Find Your Next Collaborator/Mentor/Friend for Woman in Tech
**Event Summary** 5 minutes. Two woman. A spark. Rotate through 1-on-1 conversations with 15+ women in tech and find your next partner, mentor, co-founder, or collaborator. **Description** Want to meet interesting women in tech without the pressure? This is speed networking — a gentle, human format where you have 1-on-1 conversations with women you'd actually want to know. No pitches. No performing. Just real talks with real people. **How it works:** You sit across from someone. You have 5 minutes to talk. Ask each other what you're building, what you're curious about, what you're working through. A soft bell rings. You move to the next person. By the end of 90 minutes, you've met a dozen women — some become collaborators, some become friends, some just remind you why you love this work. **Who's this for?** Woman in tech, Founders, engineers, designers, product managers, mentors, marketing, etc. anyone building or exploring in tech. Early-stage or scaling. Experienced or just starting. All we ask is genuine curiosity and an open heart. Whether you're looking for a co-founder, a mentor, a peer who gets it, or just interesting people to learn from — there's space for you here. **Why this format?** It feels like a real conversation, not networking. Because it is. Meet quality over quantity. 5 minutes is enough to know if there's real connection. Unexpected friendships. Sometimes the person who changes your trajectory isn't who you were looking for. Share what you know. If you've got experience, there's someone here who'd love to learn from you. If you're early-stage, there's someone who remembers what that felt like. Just women being humans together. No competition. No ego. Just real. **What to bring:** Yourself. Your ideas. Your phone (LinkedIn app open and ready). We'll provide prompts to get conversations started if you need them. After the event you can stay for a non-structured networking to keep going the conversation. We'll add you to a WhatsApp group so you can follow up with the people you connected with. The magic happens in the DMs — so show up ready to be proactive. **WhatsApp Group:** [https://chat.whatsapp.com/GSwiV9YYOtwCcxnOPvgtbL](https://chat.whatsapp.com/GSwiV9YYOtwCcxnOPvgtbL)
Sunrise lovers : Vinyasa Yoga and Breathwork: By The Sea
Sunrise lovers : Vinyasa Yoga and Breathwork: By The Sea
Sunrise Lovers — Yoga by the Sea €10 per class To book, send me a message on WhatsApp after signing up: https://wa.me/34678974165 ⸻ Start your day by the sea. Move your body, breathe a little deeper, and wake up slowly with the sunrise. A perfect mix of Breathwork and flowing and relaxation And if you’re feeling brave… we can jump in the water after 🌊 ⸻ What to expect: • Simple breathing exercises • A short moment to arrive • Gentle warm-up • Vinyasa flow (open to all levels) • A few minutes to rest at the end ⸻ This class is for anyone — whether you’re new to yoga or already practicing. ⸻ Details: €10 per class Please book in advance (and show up if you do 🙏) Bring your mat ⸻ If you want to join or have questions, just message me. Instagram: @under_the_elements_yoga See you at sunrise, Paula
England - Congo Viewing party & pre-match BEERPONG
England - Congo Viewing party & pre-match BEERPONG
[Don't forget to join our community whatsapp group for latest updates!](https://chat.whatsapp.com/Lq5J5hlGuH19dKvgDnjv6Z) *There is a captcha to prevent bots from joining.* Get ready for a night full of tension...hopefully. If not, *we have alcohol and AC!* This wednesday England will take on Congo, and we invite you to watch it with us. You just support your team, come in their colors if you feel like it and let the game begin! **The doors open at 17:00** so you can come in, settle down, get a drink and play some *beer pong* to get into the sportive mood! **The match starts at 18:00** and is planned to last until 20:00, afterwards you can either drink your sorrow away, or celebrate the win with some newfound friends. This world cup will be one you won't forget if you celebrate it at Nomad House!

Streaming Analytics Events This Week

Discover what is happening in the next few days

Scientific Paper Reading: ICLR2026 Beyond Transformers & Multimodal Frontiers
Scientific Paper Reading: ICLR2026 Beyond Transformers & Multimodal Frontiers
**Scientific Paper Reading Club: Beyond Transformers & Multimodal Frontiers** This is part of the scientific paper reading club. This Saturday, we are expanding our horizons beyond standard LLMs! Following our recent discussions, we will be diving into points 3 and 5 from our reading list presentation: **Alternative architectures (SSM/RNN)** and **Multimodal foundation models**. To make it even more exciting, we will be connecting these topics to some of the freshest breakthroughs presented at the recent ICLR conference ([https://iclr.cc/](https://www.google.com/url?sa=E&q=https%3A%2F%2Ficlr.cc%2F)). **What to expect:** Our presenter, Maxim Musin, will guide us through these two major frontiers in modern AI: 1. **Alternative Architectures (SSM/RNN):** Transformers are incredibly powerful, but their computational costs remain a massive bottleneck for long contexts. We will discuss why State Space Models (SSMs) like Mamba are emerging as the next big leap. We will look at fresh ICLR[[1](https://www.google.com/url?sa=E&q=https%3A%2F%2Fvertexaisearch.cloud.google.com%2Fgrounding-api-redirect%2FAUZIYQGC4niR9aCGjHBT9LMF4wz46OkiGKU9B7nghuo3OzbRQCWNy4fGizlUydBsvuhZgYay8Y31rCTrfquWnuEHjAibPui0IrBi71JMXQG59U0rk5DKa-hzJg%3D%3D)] insights, such as "Mamba-3: Improved Sequence Modeling using State Space Principles" [https://arxiv.org/abs/2603.15569](https://www.google.com/url?sa=E&q=https%3A%2F%2Farxiv.org%2Fabs%2F2603.15569) and "MambaSL: Exploring Single-Layer Mamba for Time Series Classification" [https://arxiv.org/abs/2604.15174](https://www.google.com/url?sa=E&q=https%3A%2F%2Farxiv.org%2Fabs%2F2604.15174) 2. **Multimodal Foundation Models:** We will explore how AI is learning to "think" natively across different continuous spaces and complex interactions. We will touch on standout ICLR papers like "Massively Multimodal Foundation Models: A Framework for Capturing Interactions with Specialized Mixture-of-Experts" [https://arxiv.org/abs/2509.25678](https://www.google.com/url?sa=E&q=https%3A%2F%2Farxiv.org%2Fabs%2F2509.25678) and "Theory of Space: Can Foundation Models Construct Spatial Beliefs through Active Exploration?" [https://arxiv.org/abs/2602.07055](https://www.google.com/url?sa=E&q=https%3A%2F%2Farxiv.org%2Fabs%2F2602.07055) You don't need a heavy math background to join—Maxim will break down the intuition behind these complex architectures so that the core concepts are easy to follow for everyone. **Meeting Details:** 🗣 **Presenter:** Maxim Musin 💬 **Language of the meeting:** English 🎟 **Entrance donation:** 10 eur 📍 **Location:** Maui coworking (Note: For some reason, Meetup maps sometimes wrongly point to other addresses. Here is the exact address: [https://maps.app.goo.gl/fjx9t4zG8GnEmXLr9?g_st=ac](https://www.google.com/url?sa=E&q=https%3A%2F%2Fmaps.app.goo.gl%2Ffjx9t4zG8GnEmXLr9%3Fg_st%3Dac) ) Looking forward to a great discussion this Saturday! Aparently there is no way of fixing meetup's markdown mess, sorry for this guys, just use your abstract imagination and experience with latech to read anouncement, this markdown render problem seem so be some kind of bug, i cleaned it in the redactor but with no effect, probably copying and pasting it clean into editor will solve it, but generating clean landing page with similar capabilities in claude code would also solve it in a way, so i didn't bother, see you at saturday
Cena para 6 para chicas Lesbianas
Cena para 6 para chicas Lesbianas
Ship Without Fear: Specs, AI, and Modern DevOps
Ship Without Fear: Specs, AI, and Modern DevOps
At InnoIT Consulting, we are delighted to invite you to our upcoming event, organized in collaboration with *DevOps BCN*, on **Thursday, July 2**. 🎙️*Ship Without Fear: Specs, AI, and Modern DevOps* **SUMMARY** We will be joined by **[Matīss Treinis](https://www.linkedin.com/in/matisst/)** (Creator and Author, SpecDD) and **[Vicent Soria](https://www.linkedin.com/in/vicentsoria/)** (Fractional Infrastructure Engineer, Tech A Breath). 🎙️**I apologise for the confusion! Anyway, here's the same plausible but wrong software again**, Matīss Treinis Introduction to SpecDD, a Specification-driven development framework that enables humans and AI agents to build better software. 🎙️**DevOps Horror Stories Vol. 1**, Vicent Soria We will be reviewing some of my nightmares: the time I dropped a production database, the two days of downtime, and the rewrite pushed to production the very day its lead developer walked out the door. Real DevOps disasters, what went wrong, and the hard-won lessons that survived the chaos. Come for the schadenfreude, stay for the postmortems. With time for a dynamic **Q&A session and, of course, our networking with food 🍕 and drinks 🍻.** **👥 Do you want to come along?** Share this invitation with all your contacts, or click the "share" button below. **WHEN:** Thursday, July 2 at 6:30 PM **WHERE:** Oficinas InnoIT Consulting, [C/ Diputació, 280, Bajos 2ª, 08009, Barcelona](https://maps.app.goo.gl/zC6Sf2jUogxauX317) **LANGUAGE:** English **Join our [newsletter](https://www.inno-it.es/newsletter/)!** Don't miss out on upcoming events, exciting news and special job offers.
DevOps BCN Meetup - July 2026
DevOps BCN Meetup - July 2026
**Hello, fellow DevOps enthusiasts 🤓** On **July 2nd**, we'll meet again for a couple of insightful talks, hosted by [InnoIT Consulting](https://www.inno-it.es/en/) 📍**Location**: C/ Diputació\, 280\, Bajos 2ª · Barcelona \| https://maps\.app\.goo\.gl/CnaqHvZnv32T8Un47 \-\-\-\-\-\- 📅 **Agenda** * **18:30 - 18:40** Welcome from the hosts * **18:45 - 19:15** **I apologise for the confusion! Anyway, here's the same plausible but wrong software again** \- Matīss Treinis * **19:15 - 19:45** **DevOps Horror Stories Vol. 1** \- Vicent Soria * **20:15 - 21:00** Networking & Snacks \-\-\-\-\-\- **🎤 Talks & Speakers** * **Title: I apologise for the confusion! Anyway, here's the same plausible but wrong software again** * **Speaker**: **[Matīss Treinis](https://www.linkedin.com/in/matisst/)** \- Creator and Author\, [SpecDD](https://specdd.ai/) * **Duration**: 30-45 mins * **Abstract**: Introduction to SpecDD, a Specification-driven development framework that enables humans and AI agents to build better software. * **About**: I have spent most of my life building things. Close to twenty years of production platforms, infrastructure, distributed systems, developer tooling, and the organisational structures around them. My background is in software engineering and architecture, but most of my work has lived where product requirements, developer tooling, infrastructure, delivery process, and team structure all meet. I build the systems around the software as much as the software itself. I have run full technology functions end-to-end: development, architecture, DevOps, delivery, hiring, vendor strategy, and operational structure. A lot of my career has been spent taking environments that are unstable, fragmented, or afraid to ship, and turning them into organisations that can move quickly without collapsing under their own weight. I still work hands-on every day. I write code, work in infrastructure, and stay close to the actual problems instead of managing them from a distance. *** * **Title: DevOps Horror Stories Vol. 1** * **Speaker**: **[Vicent Soria](https://www.linkedin.com/in/vicentsoria/)** \- Fractional Infrastructure Engineer @ [techabreath.com](https://techabreath.com/) * **Duration**: 30-45 mins * **About**: I work with management and technical teams to connect strategy with execution. My goal is to transform technology from an obstacle into a business driver. I act as a fractional CTO, DevOps engineer, or technology consultant, depending on each client's needs at any given time. I provide a practical and strategic perspective, helping to make impactful technology decisions: those that accelerate projects, improve processes, and align technology with business objectives. \-\-\-\- 🔑 **Important Access Note** Our host requires the attendees to provide their ID to grant us access to their offices. **Do not forget to fill in the "NIF - NIE - Passport" field** when registering!
RICARD 111
RICARD 111
Ricard 111 Han passat onze anys. El nom de Ricard ja no ressona als passadissos d’un institut, sinó als d’una presó on compleix una condemna impossible: 111 anys. El noi que es va emmirallar en el monstre de Shakespeare intenta ara habitar una normalitat fràgil, feta de rutines, llibres i silencis. Sap que les veus que el van empènyer a matar tenien un nom clínic. Sap també que la papallona blava que creia real —aquella presència delicada que va guiar els seus actes— només vivia dins del seu cap. Acceptar-ho va ser el primer pas cap a una lucidesa dolorosa. Ricard 111 situa l’espectador davant d’un enigma inquietant: què passa quan el mal ja no pot atribuir-se a fantasmes, sinó a un mateix? En el seu retorn a Shakespeare, Ricard buscarà respostes en els altres personatges, potser per entendre allò que mai no va voler mirar de cara. I l’espectador, de nou convertit en testimoni privilegiat, no podrà deixar de preguntar se si la redempció és possible o si hi ha ombres que, com certes papallones, només semblen viure un dia però poden habitar-nos tota la vida. Un díptic d’À Trois Teatre Autoria: Gerard Guix Direcció: Montse Rodríguez i Clusella Repartiment: Quim Àvila ENTRADES https://share.google/A8Nvha6A5x16nJegt NOTES IMPORTANTS: Cada participant gestiona la compra de la seva entrada. Us recordem que aquest grup no té cap interès comercial, és una simple trobada d'aficionats, apassionats, addictes i bojos pel teatre. Donat que les fotos de perfil poden fer impossible la identificació dels assistents, cal que busqueu activament l'organitzador/a de l'event.
🤩❤️🍹PRACTICA TUS PASOS SHUFFLE DANCE HAZ REELS INSTA TIK TOK HAZ AMISTADES.
🤩❤️🍹PRACTICA TUS PASOS SHUFFLE DANCE HAZ REELS INSTA TIK TOK HAZ AMISTADES.
Nuestra nueva web: [https://www.patreon.com/singlesbarcelona](https://www.patreon.com/singlesbarcelona) 🤩❤️🍹PRACTICA TUS PASOS SHUFFLE DANCE HAZ REELS INSTA TIK TOK HAZ AMISTADES. VEN SOLO/A O CON AMIG@S Y PÁSALO PIPA HACIENDO NUEVAS AMISTADES. ESTE SUBGRUPO SE ORGANIZA A TRAVÉS DE UN CHAT PRO DENTRO DE LA PLATAFORMA PATREON SINGLES BARCELONA. COLABORA, PARTICIPA Y EMPUJA. CREA ACTIVIDAD SOCIAL. COGE LA PALA. [https://www.patreon.com/singlesbarcelona](https://www.patreon.com/singlesbarcelona)
Founders Running Club :: Barcelona
Founders Running Club :: Barcelona
**Founders Running Club** (FRC) brings founders, investors, tech, creative people and startup enthusiasts together for weekly easy runs and networking. We like to be comfortable when we run and finish with coffee and conversations. Choose your pace or follow a pacer—pets, friends, family, are welcome. ️ Launched in San Francisco, July 16, 2022 Now in 35+ cities Running + Networking events + Community **Join the community** [http://foundersrc.com/chats](http://foundersrc.com/chats) **Stay updated**: Instagram [http://instagram.com/foundersrc/](http://instagram.com/foundersrc/) Podcast [http://podcast.foundersrc.com/](http://podcast.foundersrc.com/) LinkedIn [http://linkedin.com/company/foundersrc/](http://linkedin.com/company/foundersrc/) Strava [http://strava.com/clubs/foundersRC](http://strava.com/clubs/foundersRC) Website [http://foundersrc.com](http://foundersrc.com/)

Streaming Analytics Events Near You

Connect with your local Streaming Analytics community

Data & Analytics Wednesday - Learning from Everyday Data
Data & Analytics Wednesday - Learning from Everyday Data
**Practical Curiosity: Learning from Everyday Data** How do we actually get better at utilizing our day-to-day data? Fancy dashboards and complex models might look nice and draw attention, but that’s not where most of us spend our time. In fact those shiny outputs frequently sit unused, while the real insights are drawn from the analyst’s daily practice. Sometimes it’s as simple and as powerful as noticing that a segment is shrinking, a channel is underused, or certain links keep getting all the clicks. There’s many different places that the spark of insight can come from, but you have to keep your head in the data and know where to look. In this session, we’ll explore real-world examples of how segmentation, testing, and click behavior can uncover practical digital marketing opportunities. You’ll leave with inspiration for your own use cases, along with a few simple ways to ask better questions, spot meaningful patterns, and make smarter decisions without overcomplicating it. **About Our Speaker:** [Elaine Armbruster](https://www.linkedin.com/in/elainearmbruster/) is a Director of Digital Experience at the [American Diabetes Association](https://diabetes.org/), where she focuses on using data and insights to create smarter, more effective digital experiences. A lifelong Columbus resident, she has built her career in email marketing and the broader digital user journey, and is finding she most enjoys working in the messy middle where systems, data, and big ideas don’t quite line up yet. 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)
ServiceNow AI Deep Dive: Hands-On Learning Session
ServiceNow AI Deep Dive: Hands-On Learning Session
We're planning a hands-on technical session focused on building AI solutions in ServiceNow - think skills, agents, and real-world use cases. If you’re curious about AI on the platform, RSVP now and stay tuned for more details. Let's build together!
🔥 Lincoln Street Salsa 🔥 Salsa, Bachata, and Merengue Dancing!🔥
🔥 Lincoln Street Salsa 🔥 Salsa, Bachata, and Merengue Dancing!🔥
**💥 Join us THIS Saturday and EVERY Saturday!** **💥 At Columbus’ Hottest New Salsa Venue!** **.** Lincoln Street Salsa THIS Saturday and EVERY Saturday! 8 pm – 1 am **.** **💥 Gorgeously Renovated Studio!** **💥 Free Parking!** **💥 BYOB!** **💥 Easy Access from Highway!** **.** Lincoln Street Salsa 1717 Brice Rd Reynoldsburg, Ohio 43215 **.** **ENTRANCE IS ON THE NORTH SIDE OF THE BUILDING** **Behind Anthony’s Pharmacy!** **.** **PLEASE SHARE and help get the word out!** **.** **🟣 Salsa, Bachata, and Merengue Dancing!** **.** **🟣** 8:00 pm – 8:30 pm **𝗥𝗲𝗴𝗶𝘀𝘁𝗿𝗮𝘁𝗶𝗼𝗻** **.** **🟣** 8:30 pm – 9:30 pm **𝗕𝗲𝗴𝗶𝗻𝗻𝗲𝗿 𝗗𝗮𝗻𝗰𝗲 Class!** **.** **🟣** 9:30 pm – 1 am **𝗢𝗽𝗲𝗻 𝗗𝗮𝗻𝗰𝗲 𝗣𝗮𝗿𝘁𝘆!** **.** **✅ Questions?** **Visit [LincolnStreetSalsa.com](https://columbussalsadancing.com/)** Or Text Todd: 614-774-8146 **.** **✅ No Experience Necessary!** **✅ No Partner Required!** **✅ Plenty of People to Dance With!** **.** **✅ $15 Cash / $16 Card** **✅ College Students $5 Off with Valid ID!** **✅ BYOB** **✅ Age 18+** **.** **✅ Lincoln Street Salsa is the perfect place for…** **.** **👉 Learning to Dance** **👉** Social Dancing **👉 Birthday Celebration** **👉** Bachelorette Parties **👉 Girl’s Night Out** **👉 Date Night** **👉** Getting Fit / Burning Calories **👉 Meeting New People** **👉** Having Fun, Fun, Fun! **.** ✅ **Questions?** Visit [LincolnStreetSalsa.com](https://columbussalsadancing.com/ "https://columbussalsadancing.com/") Or Text Todd: 614-774-8146 .
Azure CBUS July
Azure CBUS July
Want to be a speaker? submit your talk to our Call for Presenters!!! https://sessionize.com/azure-cbus-2026/
Picnic with a Purpose: Real Estate Networking That Actually Pays Off
Picnic with a Purpose: Real Estate Networking That Actually Pays Off
(Note: RSVPing here on meetup does NOT reserve your seat. To do that, you’ll need to register at our website, [HERE](https://www.coreerocks.com/Events.aspx?ID=Picnic-with-a-Purpose-Real-Estate-Networking-That-Actually-Pays-Off-14-7-7-2026).) Real estate is a proven wealth-builder—it has been for generations. But it’s not a solo sport. You need PEOPLE—who can advise you, partner with you, bring you deals, and buy deals from you. We’re all about bringing you the best, most active, most got-your-back people in Central Ohio, which is why our July meeting is all about real conversations with real investors at our annual Picnic with a Purpose. This is where: * Deals get discussed * Partnerships get formed * Funding relationships start * Problems get solved faster Bring your family. Build your network. Strengthen the relationships that actually move your business forward. Members and first-time guests are free. Returning guests are $35. Location is a local park and will be shared after registration. Space is limited, so you’ll want to secure your spot now. Remember, to actually reserve your seat, you have to go [HERE](https://www.coreerocks.com/Events.aspx?ID=Picnic-with-a-Purpose-Real-Estate-Networking-That-Actually-Pays-Off-14-7-7-2026) and register on our website!
Stop Guessing: How to Measure and Improve LLM Outputs
Stop Guessing: How to Measure and Improve LLM Outputs
Most people use LLMs by feel: ask a question, read the answer, decide whether it “seems good,” and move on. That works for casual use. It does not work when you are building software, automating workflows, writing important documents, or relying on AI for anything that needs to be repeatable. In this talk, we’ll look at how to improve and evaluate the inputs and outputs of LLMs using practical measurement techniques. We’ll cover how prompt changes affect results, how to compare outputs, how to build simple evaluation sets, and how math-based methods like similarity scoring can help you move beyond guesswork. This will be beginner-friendly, so even if you don't know anything about AI, you should get something out of it. However, this will be a little more technical than our intro talks. You do not need to be an AI researcher, but programmers and technically curious attendees will get a lot out of it. We’ll cover: * Why “it looks good” is not enough * How to improve prompts by changing the input, context, and constraints * How to compare LLM outputs more systematically * Basic evaluation techniques for accuracy, consistency, and usefulness * How embeddings, cosine similarity, and scoring can help evaluate results * Where automated evaluation works — and where humans still need to stay in the loop By the end, you’ll have a practical mental model for treating LLMs less like magic and more like systems you can test, measure, and improve. LOGISTICS AND PARKING: The talk starts at 7:00 PM. The first half hour is reserved for everyone to get set up and mingle. Free pizza and drinks! The cheapest parking option is to find street parking, which will only cost you a few bucks. Otherwise, park in the nearby veteran's museum lot for $8. It's highly recommended you avoid the nearby $15 garage parking.
IxDA Chat n Pancakes
IxDA Chat n Pancakes
You can sleep in on the Sesquicentennial (observed), we’re shifting to the following Friday. But join the local UX community for a chat and some biscuits to catch up. If you were in CA for Figma Config, tell us all the lines and you can tell me how I can animate an SVG without coding it by hand, and why I’d even want to. Thanks to the team at Nationwide of supporting the group.