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Apache Spark Events Today

Join in-person Apache Spark events happening right now

I train @ My Pace - with Jason
I train @ My Pace - with Jason
-Outdoor Functional Training for All Fitness Levels- Join us as we combine healthy, balanced movement with fun, gamified ideas to give you our unique FUNctional training! And in case that doesn’t really tell you what to expect, just think short intervals of exercise combined together in a playful and interactive way to help you strengthen your body in a sustainable way while allowing you to meet new people (and often even forget how hard you’re working out). As a reminder for those nervous about their fitness level: Everything we do, we do with all fitness levels in mind; so the exercises are always adjustable to your level and you’re always strongly encouraged to take it at your own pace - I mean, we’re not called My Pace for nothing! How to find us: We meet and train behind the calisthenics workout station on the Zirkuswiese of the Prater. Here a link to the location on Google maps: https://maps.app.goo.gl/QdRPEaYTiavZbmVW7 Cost: In the interest of inclusivity, we've decided to make our sessions donations based here, so you're invited to pay what you can afford. If that actually makes you more uncomfortable and doesn't make it easier to come, know that we've received donations from €2 to €20 and they all made us very happy, because our primary goal is to get people moving and to show them it can be fun all in all. The money is secondary. One other thing that’s useful to know: - In the case of bad weather, we do have a back-up location that will protect us from the rain. Should we need to move, we will change the location of this event here. Please feel free to check back here before any event where you suspect bad weather or, even better, simply get in touch with us! We’re available via WhatsApp message or email. --- If you'd like to know more about My Pace, feel free to visit our website at https://www.mypace.at
Seed7 - memory safety and management
Seed7 - memory safety and management
📢 Main event starts at 18:30 CET Join us for a deep dive into Seed7, a language shaped by Thomas Mertes’ decades-long pursuit of versatility, efficiency, and memory safety. Thomas will walk us through Seed7’s unique features: declarations, parameters, compile-time execution, parser mechanics, types as first-class citizens, templates, arrays, abstract data types, and the parser’s role in the run-time library. We’ll also look at the Seed7 Structured Syntax Definition, how semantic rules for constructs like for-loops are defined, and the Seed7 test suite. A live demo will follow. Memory safety and management are central topics. Thomas will discuss Seed7’s approach to performance, operating system guarantees, stack, heap, and global data, restrictions on memory access, safety opt-in and opt-out, handling unsafe code, and how Seed7 ensures safety. He’ll also cover OS function calls and string operations. Whether you’re curious about language design or interested in practical safety strategies, this session offers a clear look at Seed7’s architecture and philosophy. 🪙 We appreciate any **voluntary donations** on-site. ⏱️ Arrive early for pre-socializing—simple snacks and drinks will be provided. 🍕 After the event, we will relocate to a pizzeria (at your own expense).
⭐Vienna Blockchain Week (VBW26)
⭐Vienna Blockchain Week (VBW26)
**Vienna Blockchain Week 2026 (VBW26)** Austria's largest Blockchain, Web3 & Digital Assets Conference May 18–19, 2026 · DC Tower, Vienna Where Europe's Crypto Elite Shapes the Next Cycle. ───────────────────────────── DAY 1 · May 18 · Web3Hub Vienna (DC Tower 3) On Chain Evolution — From Digital Gold to Programmable Finance 13:00 – Doors Open & Networking 13:30 – Opening: Austria as Your Strategic Web3 Base (ABA) 13:50 – Opening Keynote: Dr. Alfred Taudes (ABC Research) Sessions include: · L1 vs L2 vs Appchains — Who Wins Which Workloads · Bitcoin as a Strategic Asset — States and Institutions · Stablecoins 2026 — Settlement, Regulation & Payment Rails · Digital Identity & Zero Knowledge — Compliance Without Surveillance · Mining & Staking as a Business Model 19:00 – Afterparty · Live DJ · BBQ · Open Bar ───────────────────────────── DAY 2 · May 19 · DC Tower 1 & DC Tower 3 Digital Assets & Policy — Institutional Adoption Begins Now East Stage + West Stage running in parallel · Stablecoins vs CBDCs — Control, Privacy & Adoption · Crypto Taxation in the EU — with PwC Austria · Institutional Adoption 2026 — ETFs, Custody & Real Allocation · AML & Travel Rule Implementation · MiCA Licensing — From Application to Approval · Tokenized Securities — Market Structure & Settlement · Custody Models — Bank Grade vs Crypto Native · Privacy vs Policing — Chainalysis, Crystal Intelligence & Iknaio in Dialogue · Global Crypto Regulatory Report 2026 — Keynote by PwC Legal 20:00 – VIP Lounge · Hotel Meliá Vienna 20:00 – Official Afterparty · DC Tower 3 · Live DJ · BBQ · Open Bar ───────────────────────────── CONFIRMED SPEAKERS Dr. Alfred Taudes — ABC Research Johannes Edlbacher — PwC Austria Marion Biber — ABA / Invest in Austria Horst Treiblmaier — Modul University Vienna Andrew Forson — DeFi Technologies Markus Sabadello — Danube Tech Luca Castellani — UNCITRAL Marina Markezic — European Crypto Initiative Cristiano Ventricelli — Moody's Andri C. Gmünder — Ledger Enterprise Daniel Winklhammer — 21bitcoin Sander Andersen — H100 Group … and 60+ more speakers from across Europe ───────────────────────────── TICKETS — Second Mover Pricing ends April 30 Prime Pass (1 Day): from €108 (normally €149) 2-Day Prime Pass: from €144 (normally €199) VIP Pass (1 Day): from €240 (normally €349) 2-Day VIP Pass: from €420 (normally €599) Special Deal: 2-for-1 Prime Pass Bring a friend — both attend 2 days for €90 total. Get Tickets: https://viennablockchainweek.org/ Limited capacity. Prices increase on May 1.
Tango Fundamentals 1
Tango Fundamentals 1
There's something about tango that gets under your skin. You watched it, or tried it once, and something in you probably felt really good. Because tango is connetion in the present moment. Tango Fundamentals 1 is a structured 6-week course designed to take your tango journey through the basic steps and figures of Argentine tango. This is not just about copying moves - but rather actually understanding how tango works. The connection, the lead and follow, the conversation between two people through movement. By the end of these six weeks, you'll understand the basic concepts of tango, the etiquette of milongas, how to invite someone to dance - and you'll actually be able to dance. **What's included:** * 6 weekly classes - every Monday, 75 minutes each * Bonus 4 online evenings - stretching, strength, technique and mindfulness to support your body and focus in your Tango Journey * 1 Practica at the end - a real social dance to put it all together **Investment:** €165 full price, €125 for students. There is an option for classes without an online offer. Just write me a message. Single class: €28 / student €22 **This is for you if:** * You've tried tango once and want to go deeper * You've always wanted to learn but never knew where to start * You want a real foundation, not just a one-off workshop Spots are limited - this is a small group, so everyone gets proper attention. Drop a message here or reply directly to reserve your spot. 🙏
PCE Philosophic Conversation in English
PCE Philosophic Conversation in English
PCE - "Philosophic Conversation in English" is a discussion event in English language which focuses on psychology, philosophy, self-consciousness and self-realization. The conversation is based on inclusive discussion rules. We will meet at at a restaurant where we will have a private room exclusively reserved for our event. At the beginning we will choose the two topics to discuss. Everybody can suggest a topic. Afterwards we will vote what topics to discuss. The person who suggests a winning topic will start the discussion by explaining his/her idea. Afterwards everybody gets his/her chance to make a statement. But you can also decide to remain silent and only listen, if you prefer that. We have a time limit for statements, so that everybody has enough time to speak. It is not allowed to interrupt somebody who is speaking. After a statement everybody can ask a question and the speaker will answer. After the first part there will be a 15 minutes break before we start the second part. Everybody is welcome to our event: We are interested in your thoughts and opinions! It is no problem if you arrive late and you can also leave whenever you want. Please don't bring pets to this event because the room is usually very crowded. Please make sure to register for the event to secure your seat! Please check out last event's topics via this link: [http://pce-topic.project-website.org](http://pce-topic.project-website.org/)
Meditation mit Live Musik für Anfänger und Fortgeschrittene
Meditation mit Live Musik für Anfänger und Fortgeschrittene
Herzlich Willkommen zu unserem kostenlosen Meditations Kurs! Einstieg ist jederzeit möglich, geeignet für Anfänger als auch Fortgeschrittene. Hier werden dir Grundlagen und Wissen von Sahaja Yoga-Meditation vorgestellt: speziell über Kundalini, Energiezentren, subtile Kanäle in und einfache Techniken, die unterstützend auf unser inneres Wachstum wirken und uns ins Gleichgewicht bringen. Wir lernen wie wir in unserem täglichen Leben in Balance kommen und in einem Zustand der Stille Kraft schöpfen können. Ein zentraler Punkt ist die spürbare Stille in jedem von uns. Sie ist der Moment im Hier und Jetzt, der uns Inspiration, Freude und vieles mehr schenkt. In diesem Zustand zu verweilen bedeutet Meditation - und das ist die Quintessenz für inneres Wachstum und Weiterentwicklung. Wir freuen uns schon auf dich!
Quiz Night at Pickwick’s!
Quiz Night at Pickwick’s!
Hello Viennovans! Pickwick's is getting quizzical every monday night! You have a chance to win a round of shots, a 40€ bar tab and/or eternal bragging rights 😉 Teams of up to 6 people, reserve your spot today! Start time is 7! FREE SHOT FOR EVERYONE COMING FROM VIENNOVA!

Apache Spark Events This Week

Discover what is happening in the next few days

23rd Vienna Data Engineering Meetup
23rd Vienna Data Engineering Meetup
👋 Welcome Back Data People! It's Meetup #23 but after a long pause we have our FIRST event from our new organising committee! 👏🏻👏🏻👏🏻 Rigerta, Thorsten, Boris, Georg and Timo invite you to the Data Engineering Meetup REBOOT at our newest event host, Journi GmbH! As usual, first we will have food and drinks and then, as of **6:30PM**, we will start with our evening program. Looking forward to seeing many of you there! Rigerta, Thorsten, Boris, Georg and Timo **Agenda:** * 18:00 - Doors open; food & drinks [🍔](https://emojipedia.org/food-drink)🥂 * 18:30 - Welcome talk by **Journi GmbH** * 18:40 - **Stefan Maxone 🎤** **Why AI Systems Fail...Hint, It's NOT because models are bad** *Stefan Maxone is an enterprise data architect at PWC, with deep experience in SAP as well as the data governance side of the business. His talk on how "functioning AI models fail" will turn a head or two!* 🤓 * 19:10 - **Mariano Rodriguez 🎤** **Hidden Costs: Moving Image Data thru Swift, C++, and JNI** *Mariano is a Machine Learning Ops Engineer at Journi, helping to change the face of printing memories!* 📸 * 19:40 - Networking and Drinks 🍻🍷 * **21:00** \- End **Location:** Journi GmbH [Goldschlagstraße 172/4/2/2+3, 1140 Wien](https://maps.app.goo.gl/41rNyKjsTpLXAF1b7) Journi is a tech company, changing the multi-billion euro personalized print industry. Its mission is to turn your photos into printed memories in the most customer-centric way: Making the creation process feeling as easy as taking photos and the results looking like made by a designer. **\*\*\*** 👋 Don't forget to RSVP!
Beach volleyball Sunday
Beach volleyball Sunday
Welcome to the Vienna Beach Volleyball community! 🌞🏖️ This group is for intermediate to advanced players who want to enjoy exciting, fast-paced games with others at a similar level. If you already know the rules, can serve, pass, set, and spike with confidence, you’ll fit right in. We meet regularly at courts in Vienna (mostly in the 22nd district), and our games are all about keeping the rallies going, improving our skills, and having fun while staying active. 👉 If you’re passionate about beach volleyball and ready for some challenging matches in a great community, join us and let’s play!
🤝Joint Angular & MRDS Vienna Meetup
🤝Joint Angular & MRDS Vienna Meetup
We’ve partnered with our friends from Angular Vienna to bring you an amazing evening of talks, networking, and spring energy! **Angular & MRDS** Angular is an enterprise-grade framework for building modular frontends. It seamlessly integrates with the complex communication patterns and asynchronous data streams typical of modern distributed and reactive architectures. Some of you may remember our past event about a **Micro Frontend Plugin System** built with Angular. If you are curious to hear what insights have emerged since then, this is the perfect opportunity to follow up! **RSVP** Please make sure to **RSVP on the [Angular Vienna](https://www.meetup.com/angular-vienna/events/314162066) page** to secure your spot! **The Highlights** 🗣️ Expert speakers 🎓 Knowledge sharing on the latest in Angular 🎫 Raffles with cool prizes 👥 Meet old and new friends from the community 🍻 Free drinks 🍕 Free food 🎉 Open-end networking ✔️ Just RSVP! **Location:** LEAN-Coders, Hainburger Straße 33 **Agenda:** 18:00 – Warm-up 18:15 – Meetup Intro 18:30 – Dominic Bachmann 19:15 – Pizza Break (30 mins) 19:45 – Robert Maier-Silldorff 20:30 – Break (15 mins) 20:45 – Raffle 21:00 - Outro & Open-End **\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- 🗣️🗣️🗣️ Talks 🗣️🗣️🗣️ \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-** **Robert Maier\-Silldorff \- iteratec \| [LinkedIn](https://www.linkedin.com/in/robert-maier-silldorff-71464ab2/)** **Microfrontend-Plugin-System: Architecture, Challenges, and Lessons Learned** This talk shares the story behind a microfrontend-based plugin system we built for a large enterprise customer. I’ll cover why we chose a plugin architecture, how the system is structured, key challenges we faced and how the solution has evolved over time—ending with lessons learned for building extensible frontend platforms. **Dominic Bachmann \- Vontobel \| [LinkedIn](https://www.linkedin.com/in/dominic-bachmann-645267319/)** **From Typos to Type Safety — Building a Typed Router for Angular** Route enums, path constant objects, flat route trees to avoid nesting complexity — Angular developers have invented all kinds of workarounds to bring some safety to navigation. But they all share the same problem: a second source of truth that you maintain by hand. In this talk, I'll share how I built angular-typed-router, a drop-in replacement that infers every valid path directly from your route configuration. You'll see the developer experience in action — full autocomplete, compile-time validation — and learn how interface augmentation, template literal types, and recursive conditionals make it work at zero runtime cost. **\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-❤️🤝❤️ Sponsors ❤️🤝❤️ \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-** **PushBased** PushBased is a close-knit group of IT experts offering their knowledge and services in #Angular #RxJS #NestJS #JavaScript #TypeScript #webperf #Nx and more. [https://push-based.io/](https://push-based.io/) **Lean Coders** Special thanks to the Lean Coders team for sponsoring the meetup venue! Check them out at [lean-coders.at](http://lean-coders.at/) **\-\-\-\-\-\-\-\-\-\-\-\-\-\-** 🎫🎫🎫 **Raffle Raffle Raffle** 🎫🎫🎫 **\-\-\-\-\-\-\-\-\-\-\-\-\-\-** As always, everyone who asks a good question during the talks receives a raffle ticket. Win JetBrains licenses and other cool prizes! **\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- 😇😎🥳 Code of Conduct 🥳 😎😇 \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-** We value your safety. Please check our Code of Conduct here: [http://bit.ly/angular-austria-coc](http://bit.ly/angular-austria-coc) **\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- 🎥 LIVESTREAM 🎥 \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-** The event will be live streamed on the [Push-Based YouTube channel](https://www.youtube.com/@push-based). **\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- 📋 FEEDBACK 📋 \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-** Help us improve by sharing your feedback after the event!
Beach Volleyball Training and Playing
Beach Volleyball Training and Playing
Hello!!! My name is Alexander Ekeus Zlauvinen. I’m 20 years old and I play volleyball semi professionally in Italy. I want to give some beach volleyball classes for those who want to learn /improve while having a great time. I speak English, Spanish and Italian. Here you will learn the fundamentals of volleyball, play games and have a good time. This is mixed with all ages and genders, anyone is invited. The goal is to have fun, learn and meet new people in a nice environment. The fee is €15 per person. We will have the court for one hour from 5-6 pm in the Sports Center Donau City. I’ll inform what court number an hour before. In case of rain it will be cancelled. Please pay on the day. And if you can’t make it please let me know by noon. Any questions please let me know and can't wait to see you there!!!
SQUER Brainfood Event: <Code/Crafts> Edition
SQUER Brainfood Event: <Code/Crafts> Edition
**❗️ 👉 TO THE EVENT:** [Java & Friends + Architecture² Mashup — Edition ](https://www.meetup.com/java-and-friends/events/313430813/?utm_medium=referral&utm_campaign=share-btn_savedevents_share_modal&utm_source=link&utm_version=v2&member_id=357085385)**❗️** In cooperation with the [Java and Friends](https://www.meetup.com/java-and-friends/) Community are hosting a meetup **at the Certible Office Vienna** **👉** Please register on the dedicated[Java & Friends + Architecture² Mashup — Edition ](https://www.meetup.com/java-and-friends/events/313430813/?utm_medium=referral&utm_campaign=share-btn_savedevents_share_modal&utm_source=link&utm_version=v2&member_id=357085385) Page to join us on May 20th at 5:30 PM 🥳 We are looking forward to seeing you there!
73rd Deep Learning Meetup: Optimizers / Speech Recognition in Air Traffic
73rd Deep Learning Meetup: Optimizers / Speech Recognition in Air Traffic
Hi Deep Learners, We are happy to announce our next Vienna Deep Learning Meetup on **May 19** at Bosch. Our topics this time are: Improved Optimizers for Deep Learning and Automatic Speech Recognition in Air Traffic Management. \*\*\* **Agenda:** * 18:15 Arrival * 18:30 **Introduction** by the meetup organizers * **Welcome** by the host: Bosch * 18:45 **Talk 1:** **Momentum, Preconditioning, and Beyond: Practical Advances in Optimization** by Ionut-Vlad Modoranu (*ISTA*) * 19:30 **Announcements** * **Networking Break** * 20:00 **Talk 2:** **Cleared for Takeoff: Automatic Speech Recognition in Air Traffic Management** by Christian Sobtzick & Sahebeh Dadboud *(Frequentis)* * 20:45 **Networking** * \~21:30 **Wrap up & End** \*\*\* **Talk Details:** \-\-\-\-\-\-\-\-\-\-\-\-\-\- **Talk 1:** **Momentum, Preconditioning, and Beyond: Practical Advances in Optimization** Modern Deep Learning optimization is largely dominated by first-order methods such as Adam, yet their limitations in memory usage, scalability, and curvature awareness motivate the search for improved alternatives. This talk provides a practical perspective on optimization, starting from the roles of momentum and preconditioning and extending to recent advances that go beyond standard adaptive methods. We present techniques that improve optimization along three key axes: memory, structure, and computational efficiency. In particular, we introduce MicroAdam, a memory-efficient variant of Adam based on compressed optimizer states; Trion, a low-rank method that replaces costly SVD/QR projections with efficient, rank-independent alternatives; and DASH, a GPU-efficient implementation of Shampoo that accelerates second-order preconditioning via improved parallelization and fast matrix inverse root approximations. Together, these methods illustrate how careful algorithmic and systems-level design can overcome the practical limitations of existing optimizers, offering a path toward scalable, memory-efficient, and high-performance training beyond Adam. **About the speaker:** Ionut-Vlad Modoranu is a PhD student at the Institute of Science and Technology Austria (ISTA), specializing in efficient optimization for Deep Learning. His research focuses on reducing the memory usage and computational cost while maintaining the performance, including the development of practical optimizers for large-scale models, with publications at top tier international conferences. **Talk 2:** **Cleared for Takeoff: Automatic Speech Recognition in Air Traffic Management** Automatic Speech Recognition (ASR) has made tremendous progress in recent years. However, its deployment in safety‑critical operational environments poses a fundamentally different set of challenges compared to demonstration systems or research prototypes. In this talk, we present how speech‑to‑text models are used in a real Air Traffic Management (ATM) product at Frequentis. We walk through the end‑to‑end lifecycle of an ASR system: how training data is collected and curated, how models are selected and evaluated, and what it takes to deploy and operate them reliably for customers in a regulated, safety‑critical domain. Beyond the models themselves, we discuss practical challenges from bringing ASR from research into production, where reliability and trust matter as much as accuracy. **About the Speakers:** Sahebeh (Saba) Dadboud is an Expert Data Scientist at the Frequentis AI Competence Centre. With over eight years of experience in the tech industry, she specializes in bridging Deep Learning, MLOps, and product development to build trustworthy AI for safety-critical systems. At Frequentis, she plays a pivotal role in driving company-wide AI initiatives, supporting the adoption of advanced technologies in domains where reliability, safety, and strict regulatory constraints are absolutely critical. She holds a Master’s degree in Computational Science from the University of Vienna. Christian Sobtzick is Audio Expert at Frequentis, leading the HET Audio Competence Centre. He is responsible for improving audio quality across all Frequentis voice communication products, drawing on more than 15 years of professional experience. In addition, he supports product development related to automatic speech recognition and contributes to research projects, such as the FFG “Next Generation Safety” project, which aimed to enable AI‑based automation in Air Traffic Management. His background is the field of acoustics, including electroacoustic transducers, acoustic measurements, and signal processing. He holds an MSc in Electrical Engineering and Audio Engineering from Graz University of Technology and the University of Music and Performing Arts Graz. We are looking forward to welcoming you at our next meetup. Your VDLM organizer team.
Java & Friends + Architecture² Mashup — <Code/Crafts> Edition
Java & Friends + Architecture² Mashup — <Code/Crafts> Edition
Every year we host a free pre-event to the [CodeCrafts](https://code-crafts.com/) developer conference! This year we are bringing you **[Oliver Drotbohm](https://sessionize.com/s/odrotbohm/it-takes-two-to-tango-designing-module-interaction/84364)** of the **Spring open source engineering team** as a guest speaker from the conference. To celebrate this event we are joining forces with the Meetups [Wien Software Architecture Meetup](https://www.meetup.com/de-DE/wien-software-architecture-meetup-group/) and [Softwarearchitektur Wien](https://www.meetup.com/de-DE/softwarearchitektur-wien/) for an epic Meetup mashup 😎 🚀. Besides that one of our AI Experts from **SQUER** will dive into **Spec Driven Development!** **THIS MEETUP WILL BE IN-PERSON** 🕺 **What to expect:** 🗣️ Two or three speakers 👥 Meet old and new friends from the community 🍕 Free food 🎉 Open-end and free drinks afterwards ✔️ Just RSVP! Agenda: * 17:30 - Doors open * 18:00 - Welcome by SQUER and andamp * 18:15 - First talk * 19:00 - Break * 19:15 - Second talk * 20:00 - Food, Drinks & Networking * 21:50 - Doors closing 👂 **Talks:** 🗣️ Philipp Piwowarsky - **Spec Driven Development in the Wild** 🗣️ Oliver Drotbohm - **It Takes Two to Tango – Designing Module Interactions in Modulithic Spring Applications** 🧑‍💻 **Speakers:** **Philipp Piwowarsky** will talk about our key learnings and observations on the sociotechnical impact of Spec Driven Development in real-world enterprise projects.​​​​​​​​​​​​​​​​ **Oliver Drotbohm** has been a member of the Spring open source engineering team for 15 years. His work focused on software architecture, DDD, REST, and persistence technologies. His new book, “Modulithic Applications with Spring”, is due for release in 2026. In his talk he will present different approaches to designing application module interactions and compares them regarding their applicability, effect on testability, consistency, error scenarios and how they affect the modularity of the system overall. Location, Food & Drinks are **sponsored** **by [Certible](https://www.certible.com/) 🫶** \-\-\-\-\-\-\-\-\-\-\-\- **Can't find what you like?** **Got something to say?** 📢 Send us your thoughts in the comments. Whether you’re a seasoned speaker or stepping onto the stage for the first time, we’d love to have you share your insights at one of our upcoming events. Interested in giving a talk? Let us know! Our formats: • Full talks (\~30 to 45 min.) • Short talks (\~15 min.)

Apache Spark Events Near You

Connect with your local Apache Spark community

Building Scalable Customer Identity Resolution Pipelines on AWS Using AI
Building Scalable Customer Identity Resolution Pipelines on AWS Using AI
Customer identity resolution becomes increasingly complex as organizations scale across multiple systems, regions, and data formats. Traditional rule-based approaches often fail to keep up with data variability, require constant manual tuning, and struggle with real-time processing needs. This session presents a practical approach to building a scalable identity resolution pipeline using AWS services and modern AI techniques. The architecture combines data ingestion through Amazon S3 and AWS Glue, transformation pipelines using Spark on EMR, and machine learning models deployed via SageMaker for entity matching and standardization. Graph-based relationship modeling is implemented using Amazon Neptune to improve resolution accuracy by incorporating household and shared attribute context. We will walk through how machine learning models can be used for name and address normalization, how intelligent blocking strategies improve matching efficiency, and how feedback loops can be introduced to continuously improve accuracy. The session also highlights how serverless components such as AWS Lambda can be used for orchestration and real-time processing. **SPEAKER BIO** Mosaic Syed is a Senior Data Engineering and Cloud Solutions Architect with over 20 years of experience designing and delivering scalable, secure, and high-performance data solutions across global enterprise environments. https://www.linkedin.com/in/mosaic-basha-syed-92300856 **CALL FOR SPEAKERS** Learn more: [https://www.awscolumbus.com/get-involved/](https://www.awscolumbus.com/get-involved/) **THANK YOU** *VEEAM* for hosting our meetup! To learn more about *Veeam*, please visit their website: [https://www.veeam.com/](https://www.veeam.com/) **DIRECTIONS** 8800 Lyra Dr #450 · Columbus, OH go to 4th floor. **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
Newark Area Traders and Exchangers
Newark Area Traders and Exchangers
Newark Area Traders and Exchangers Please join us! You won't want to miss this meeting! We have new investor topics every week. Finally, we will go over properties for sale, needs, and wants. Please carve out time to come join us Friday at 8 a.m. EST Don't forget to like us on Facebook, Newark Area Traders and Exchangers. NEWARK AREA TRADE & EXCHANGERS 975 Mt. Vernon Rd. (Entry at the front doors) Newark, OH 43055 Dues are $5 minimum per person, per week. Part of this goes to our treasurer to fund the meeting and the balance to the church for the use of their room. “Opportunity for Generosity”! Founders: Gerald DePalmo and Furman Tinon (and others) Established 60 +/- years ago and still going strong! Zoom meeting. Topic: NEWARK AREA TRADE & EXCHANGERS Time: 08:00 AM Eastern Time (US and Canada) Please download and import the following iCalendar (.ics) files to your calendar system. Weekly: [https://us02web.zoom.us/meeting/tZcrfuuoqTMvH9Ox4pAJb3wmj1KuwP_Vuylj/ics?icsToken=98tyKuGrqDIoGtOdtRyARpwqBIr4a_TwtlxYgvpyhEv1IgpRMRT7PLNpJ6VPL-7F](https://us02web.zoom.us/meeting/tZcrfuuoqTMvH9Ox4pAJb3wmj1KuwP_Vuylj/ics?icsToken=98tyKuGrqDIoGtOdtRyARpwqBIr4a_TwtlxYgvpyhEv1IgpRMRT7PLNpJ6VPL-7F) Join Zoom Meeting [https://us02web.zoom.us/j/83692078557?pwd=OXNKVGk4alRPNG1BdlNhdFNDQTFSUT09](https://us02web.zoom.us/j/83692078557?pwd=OXNKVGk4alRPNG1BdlNhdFNDQTFSUT09) Meeting ID: 836 9207 8557 Passcode: 215853 One tap mobile +13462487799,,83692078557#,,,,\*215853# US (Houston) +16699006833,,83692078557#,,,,\*215853# US (San Jose) Dial by your location +1 346 248 7799 US (Houston) +1 669 900 6833 US (San Jose) +1 929 205 6099 US (New York) +1 253 215 8782 US (Tacoma) +1 301 715 8592 US (Washington DC) +1 312 626 6799 US (Chicago) Meeting ID: 836 9207 8557 Passcode: 215853 Find your local number: [https://us02web.zoom.us/u/kc1yVEZLS1](https://us02web.zoom.us/u/kc1yVEZLS1)
Building Agents with Microsoft Agent Framework
Building Agents with Microsoft Agent Framework
We will show how to build custom agents with Microsoft Agent Framework. Attendees will learn how to build and custom host agents when Microsoft Foundry is not a viable option.
Level One Tuesdays (Bachata & Salsa Dance Lessons)
Level One Tuesdays (Bachata & Salsa Dance Lessons)
Click Here For More Videos: https://www.facebook.com/share/r/17bwkttXhV/ *********************************** Salsamante Dance Academy will be at Swerve Every Tuesday Night to share the Rhythm & Energy of Bachata & Salsa. These are Beginner Level lessons to get you comfortable and understand the two dances. Spread the Good News to all. Swerve Dance & Fitness Complex 640 Lakeview Plaza Blvd A, Worthington, OH 43085 Bachata 7pm-8pm Salsa 8pm-9pm $15 - One Lesson $20 - Both Lessons
TBD
TBD
**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 You will need to scan your ID at the door to get a visitor badge. **Abstract** TBD **YouTube Link** TBD
Conversacion en español (en persona)
Conversacion en español (en persona)
While some are still meeting online, this is an in person event. Please note that we have attendees of all levels of speaking, including some native speakers. All are welcome! Also, as we meet at the same time and place each week, many don’t RSVP on the app, so we will likely have more attendees than noted here. Note: if you are asked to pay and upgrade the Meetup app, this is not necessary. You can ignore this and still attend our meetings. Find us on our [Facebook group](https://www.facebook.com/share/g/1EKw86WJCp/?mibextid=wwXIfr).
COhPy Monthly Meeting
COhPy Monthly Meeting
**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: This month John Lairson will share a notebook describing the Alpaca (Paper) Trading API and discuss different algorithms for evaluating stock trades. 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