Operations and Data Center Management
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Frequently Asked Questions
Yes! Check out operations and data center management events happening today here. These are in-person gatherings where you can meet fellow enthusiasts and participate in activities right now.
Discover all the operations and data center management events taking place this week here. Plan ahead and join exciting meetups throughout the week.
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Operations and Data Center Management Events Today
Join in-person Operations and Data Center Management events happening right now
Build & Learn: Data Science with Coffee [Cohort 6 Image Processing]
đ
**Week 3 Focus: Training Your Own Deep Learning Model**
Each 7-week cycle focuses on a small, well-defined part of a larger systemâand over time, these cycles build toward a complete, real-world project
Feel free to join at any week and we will catch you up. There is no need to be at the beginning of the cohort to build. Complete beginners welcomed!
đ By the End of a Full Cycle, You should Have
đŻ A working project in your own GitHub repo
đŻ A small but real portfolio piece you can demo or write about
đ§ **Current Project**
This cycleâs shared project is an **image-based knowledge extraction system**.
In Week 2, we explored classical computer vision with OpenCV and introduced the full data labeling workflow needed for deep learning models.
In **Week 3**, weâll make the jump into modern deep learning with **YOLO**:
* Quick recap of OpenCV techniques and how they compare to deep learning approaches
* Intuition-first overview of how YOLO works (what it predicts, how training actually happens)
* How labeled datasets are used to train object detection models
* Walkthrough of training YOLO on your own project data
\*\*\*
**đ Who Is This For?**
đč Beginners who learn best by doing â no prior experience needed
đč Career switchers from product, engineering, design, marketing, or other fields who want to break into data
đč Analysts, engineers, and PMs looking to sharpen their skills or build real-world projects
đč Data professionals who want a creative playground outside of work
đč Anyone with big questions and a love for learning through experimentation
\*\*\*
**BUILD. LEARN. EXPERIMENT. OVER COFFEE.**
Come hang out, meet like-minded people, and work on something fun.
đ Based in Berlin â in-person meetups only (for now!)
đ» Laptops + â highly encouraged
Join our Discord â [https://discord.gg/dPnmzcCP8w](https://discord.gg/dPnmzcCP8w)
Check out our program resources: [Google Drive](https://drive.google.com/drive/folders/15DmZqD4bLBk2vU4zpvh1HiB3_5n09v-q?usp=sharing)
\*\*\*
âš Whoâs Hosting?
Iâm Lindsey, a senior data scientist working on AI, causal inference, and data products. Iâve built models for fraud detection, uplift modeling, and LLM-based systems. I am always open to suggestion for different format for this meetup.
Founders Running Club :: Berlin
**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 pacerâpets, friends, family, are welcome.
đïž Launched in San Francisco, July 16, 2022
đ Now in 35+ cities
đ
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/)
Saturday Afternoon Creative Coffee and Talk
**Relax. Connect. Create. đšâ**
After a full week of work, meetings, study sessions and life in fast-forward, itâs time to slow down. Join us this Saturday afternoon in Berlin for a relaxed coffee hang-out where this week's agenda is good company & warm drinks. You're also invited to bring some boardgames, drawing/coloring materials (I will bring an adult coloring book)
**Whatâs the plan?**
Weâll meet in a cosy spot, draw, chat about everything and nothing, swap stories and simply enjoy the moment. No pressure. No formalities. Just a bunch of friendly people sharing a Saturday coffee.
**Whoâs welcome?**
Everyone! Whether youâre a Berliner born and raised, newly arrived in the city, from Germany or abroad, if you like meeting open-minded folks and spending some relaxed timeâcome join us.
**When & how?**
Saturday afternoon. Detailed time and place in our Telegram group.
âĄïž Join us on Telegram: [https://t.me/berlinsaturdaycoffee](https://t.me/berlinsaturdaycoffee)
Hop in, say hello, and weâll share the final details.
**Why join?**
* Because you deserve a break.
* Because you enjoy being creative.
* Because you enjoy boardgames
* Because meeting new people sparks fresh energy.
* Because coffee tastes even better when shared.
* Because Saturday afternoons were made for this.
Respect and Safety:
There is always at least one organizer present at every meetup. If you ever feel unsafe or bothered by someoneâs behavior, you can reach out to an organizer privately. Your identity will remain confidential, your concern will be taken seriously, and no inappropriate behavior is tolerated â anyone making others feel uncomfortable will be removed from the group immediately.
We hope to see you there. Bring yourself, your smile, drawing materials, your storiesâor just your comfy self. đ
Letâs make Saturday a little more laid-back, a little more social and a lot more nice.
See you soon!
âYour Saturday Creative Coffee Crew â
Sip Happens! Saturday Social @ Electric Social âĄ
Welcome to **Electric Social** \- Berlinâs electrifying arcade bar where nostalgia meets nightlife\! Think neon lights\, beers\, retro games\, and the unbeatable Sip Happens vibe you know and love\.
Join us for a night of laughter, friendly competition, and laid-back fun as we take over one of Berlinâs coolest new spots. Whether youâre a Mario Kart master, a pinball wizard, or just here for the vibes, thereâs something for everyone.
đź **What to expect:**
âš A full bar with great drinks and booths to hang out in
đčïž Classic arcade & video games to battle your new friends
đ„ The friendliest crowd in Berlin (thatâs you lot!)
đŹ Chill areas to chat, connect and hang out between rounds
This isnât your average night out â itâs a chance to play, laugh, and meet new people in a place built for fun.
So grab your tokens, bring your A-game, and get ready for another unforgettable Sip Happens night!
đ **Electric Social, Berlin**
đïž **Doors open at 20:00**
đïž RSVP now to secure your spot â itâs going to be *next-level fun!*
Tennis Class - Beginner (Indoor)
Indoor
Tennis-Infos:
Max. 4 players on 1 court with licensed tennis coach
Fees: 23⏠(lesson with licensed tennis coach)
Rackets: rent cost free (please notify via Whatsapp or SMS one day in advance)
Shoes: Shoes with white sole & without profile. Option to rent a pair at the reception for a fee (2,5⏠Cash)!
court 1
See you on the court ;)
The participant becomes a member of the sportclub association Tennis 'n Beach Rhein-Main Wiesbaden e.V. for the duration of the sporting event and accepts with their booking/participation the statutes TnB e.V. and the rules of procedure of the association called GeschÀftsordung as well as the data protection rules.
statutes TnB e.V.: https://tnb.pythonanywhere.com/static/documents/TnB-Satzung.pdf
GeschÀftsordnung:
https://tnb.pythonanywhere.com/static/documents/TnB-AGB.pdf
data protection:
https://tnb.pythonanywhere.com/static/documents/TnB-Datenschutzerklaerung.pdf
Ecstatic Dance - Breath, Cacao, Movement at Sha-La
âš **Ecstatic Dance â Breath, Cacao & Movement** âš
The next Ecstatic Dance is planned, opening in a beautiful new space at **Shala â by the water** đ
A 3-hour embodied journey where
breath, cacao, sound and movement come together
to explore presence, expression and connection.
Not about performance.
Not about how it looks.
**A journey**
**of feeling**
**being you.**
đ **Saturday, Feb 7**
đ **19:00â22:00**
đ **Shala âą Waterfront**
Tickets & info via link / Eventbrite đż [https://linktr.ee/Sebastiaanlefuce](https://linktr.ee/Sebastiaanlefuce)
Looking forward to sharing a beautiful evening of movement together.
Free Hiking Saxon Switzerland Mountains Day Trip, Carpool Available
**Join Whats App Group For Events Notice**â©
[https://chat.whatsapp.com/I0VXssf9cV70dBh0qsZVJl](https://chat.whatsapp.com/I0VXssf9cV70dBh0qsZVJl)
Saxon Switzerland (SĂ€chsische Schweiz) is a stunning German national park in the Elbe Sandstone Mountains, famed for its dramatic sandstone cliffs, deep gorges, tabletop mountains, and bizarre rock formations, creating a unique, rugged landscape ideal for hiking, climbing (a major activity), and exploring fairy-tale scenery that inspired 19th-century Romantics like Caspar David Friedrich. This region features a mix of forests, meadows, rare habitats, castles, and miles of trails, continuing seamlessly into Bohemian Switzerland across the Czech border.
**This Free Hiking Event is Carpool from Downtown Area** For people who don't have vehicle need a ride or people who have vehicle but want to get some passengers to cover gas to make people who live nearby easy access adventure place and meet new friends and have fun together.
Keep a group with vehicle people. This is 6 hours drive totally round trip.
**Book Carpool or Driver Here,** People who book carpool no need to confirm with driver first, you will be assigned to a vehicle automatic
[https://link.extremelyshy.com/@berlin&RMNTDO](https://link.extremelyshy.com/@berlin&RMNTDO)
If any questions about events, click Whatsapp Icon in the link to contact Nick.
**Whatâs included for carpool**
* Gas, Vehicle use, Driver effort.
**Meeting and Pickup**
* Meeting Time: 8:00 AM
* Meeting Point: Starbucks FriedrichstraĂe 61
* End Time: 7:00 PM
* End Point: This activity ends back at the meeting point.
**Liability**
The organizer and any/all assistant organizers and other attendees are in no way responsible and liable for your personal safety and health state, before, during, and at any time after this event.
You acknowledge you are solely responsible for your health, safety, and well-being before, during, and at any time after the event as stated previously.
All attendees shall forever hold harmless the organizers and other attendees and unconditionally waive any liabilities resulting from attending and/or participating in this event.
Operations and Data Center Management Events This Week
Discover what is happening in the next few days
Sunday Tech Coffee Meetup
Welcome to Sunday Tech Coffee. This is a **networking** event for those in the tech industry in Berlin.
We are usually inside and to the right. Ask the barista/bartender if you can't find us.
Access BarsŸ: Ein Kurs, der Dein Leben verÀndern kann
Bist du bereit fĂŒr viele positive VerĂ€nderungen? Dann kommt der Access BarsÂź Kurs genau richtig fĂŒr dich! Jeden Tag erleben knapp eine Million Menschen weltweit die transformative Kraft dieses Körperprozesses. Wissenschaftliche Studien belegen die positiven Wirkungen auf das Gehirn, das Nervensystem und den Körper.
Die Access BarsÂź berĂŒhren alle Aspekte des Lebens: Beziehung, Körper, Alterung, Heilung, Selbstliebe, Freude, Trauer, Beziehung und Kommunikation, innerer Frieden ua.
Klick auf meine Website und erfahre, was die BarsŸ bewirken können und welche kraftvollen Werkzeuge du an diesem Kurstag mit nach Hause nimmst.
https://www.i-feel-so-good.de/access-consciousness/access-consciousness-einzelsessions/access-bodyprozesse.html
Nachdem du den Kurs abgeschlossen hast, erhĂ€ltst du das Practitioner Zertifikat. Es qualifiziert dich, die Access BarsÂź anderen zu geben, deinen Familienmitgliedern, deinen Freunden und deinen Klienten. Und natĂŒrlich kannst du die BarsÂź auch bei dir selbst anwenden. Nach dem Kurs kannst du dich mit anderen Praktizierenden zum Austausch treffen.
Bist du bereit fĂŒr ein leichteres Leben? Dann freue ich mich, wenn du mit dabei bist!
Kontaktiere mich gerne, wenn du Fragen hast oder eine Kennenlernsession buchen möchtest.
PS: Die Anmeldung fĂŒr den Kurs ist nur telefonisch möglich.
Language exchange Italian/German at The Castle
Ciao a tutti!
For our event we would like to meet you at 17:00 and have a beer all together, or other drinks.
The goal of our first meeting is to get to know eachother and practice Italian and German.
Please donât be afraid that your language skills might not be sufficiently good or that you are a beginner. We understand that learning languages is a difficult and long journey.
We donât tolerate discrimination. We don't tolerate any aggressive or weird attitude. This has to be a Place of Comfort zone for everyone :) Please be respectful and kind with the others!
PS: you can find us on the pool table area usually, if not just ask to the bar area for the reservation on the name "Claudio"
A presto, bis bald
Claudio
Ich hoffe dass wir bald uns sehen!
Lesen. Schreiben. Teilen.
**Worum gehtâs?**
Entdecke die Kraft der Worte â in Gemeinschaft. In dieser offenen Gruppe lesen wir gemeinsam kurze literarische Texte â Gedichte, Mikrotexte oder AuszĂŒge aus lĂ€ngeren Werken â und lassen uns von ihnen zum Schreiben einladen.
Nach dem gemeinsamen Lesen nehmen wir uns Zeit zum Nachdenken und Austausch. AnschlieĂend schreiben wir 20â30 Minuten Seite an Seite â inspiriert von einzelnen Worten, SĂ€tzen oder dem, was uns gerade bewegt.
Im Mittelpunkt stehen nicht handwerkliche Aspekte, sondern das persönliche Erleben, das GefĂŒhl von Verbundenheit und die Funken, die Worte in uns entzĂŒnden können â besonders fĂŒr Menschen, die belastende Erfahrungen gemacht haben, und alle, die auf der Suche nach neuen Perspektiven sind.
Wer möchte, kann am Ende den Text teilen, der wĂ€hrend der Sitzung entstanden ist â genauso willkommen ist es, einfach nur zuzuhören. Das Teilen ist immer freiwillig.
**Die Teilnahme ist kostenlos â und ohne Anmeldung möglich.**
**Ăber die Gruppenleiterin**
**[Ingrid E. Johnson](https://ingridejohnson.com/de)** ist Deutsch-Amerikanerin, GrĂŒnderin von RECASAS und Peer-Support-Spezialistin.
Lesen und Schreiben haben ihr selbst durch schwierige Zeiten geholfen. Schreiben in Gemeinschaft bedeutet fĂŒr sie eine andere Quelle von Kraft und Inspiration â und genau dieses Erlebnis möchte sie ermöglichen.
Mehr Informationen hier:
https://recasas.org/2025/10/01/lesen-schreiben-teilen/
In Zusammenarbeit mit RECASAS, im Rahmen der Sonntagsöffnung der Amerika-Gedenkbibliothek (ZLB), veranstaltet von artecom.
[face to face] Interview Simulation
Join this **Interview Simulation** session â to sharpen the skills for both interviews **and** architectural pitches.
đĄ How it works
The event is split into three parts:
1. **Answers for common behavioral questions** \- at the beginning\, I will read some common interview questions\, explain what they mean\, and give the correct answers\.
2. **Interview Simulation (10 minute rounds)** â One participant acts as the interviewee and answers a round of behavioral and design-focused questions. Each other participant gets to ask him one interview question.
3. **Feedback Round** â The group provides feedback on communication, structure, and clarity. Constructive criticism is encouraged.
đĄYou will be asked:
* **Behavioral questions** (âTell me about yourselfâ, âDescribe a challenge you faced...â)
* **Technical questions** (based on your tech stack)
* **Light design problems** (high-level reasoning, not code)
No need to prepare anything in advance â just bring curiosity and an open mind.
Feel free to bring your CV if youâd like feedback from others, or share a few words if youâre currently job hunting. If so, we will also brainstorm answers to more common questions that you were asked.
Whether youâre preparing for an interview or simply want to grow as a software designer or architect, this session is for you.
Note: location is restaurant Hackesher Hoff: https://maps.app.goo.gl/btSChwkJzaoUSfN7A
đĄResources:
* IT portfolio ideas: ideabrowser.com , reddit.com/r/SideProject
* mock interview platforms: pramp.com , interviewbit.com , finalroundai.com
* online coding platforms: leetcode.com, hackerrank.com, codewars.com , codingame.com , projecteuler.net ,techiedelight.com , exercism.org
* confidence building exercises: [Confidence exercises ](https://limewire.com/d/o4tZw#RLA03qdOxU) , [reddit discussion](https://www.reddit.com/r/jobs/comments/1cjlblp/how_in_the_world_do_you_keep_your_selfesteem_up/) , [another discussion](https://www.quora.com/How-do-I-keep-my-self-esteem-from-being-destroyed-while-job-hunting) , [quora discussion](https://www.quora.com/In-my-late-50s-I-find-myself-out-of-work-for-the-first-time-in-30-years-How-do-I-replace-apprehension-and-anxiety-with-confidence-to-job-hunt)
* success stories: [story 1](https://www.reddit.com/r/RemoteJobseekers/comments/1p8faip/i_finally_landed_a_remote_job_after_10_months_of/), [story 2](https://www.reddit.com/r/RemoteJobseekers/comments/1fdpeg2/how_i_landed_multiple_remote_job_offers_my_remote/)
Productive Sunday Morning - Co-Working Session (Deep Work, all work welcome)
Hey everyone!
Iâm organising a co-working + socialising session for all of us who like to work on something (e.g. our own project, freelance or remote work) but don't feel like sitting alone at home. đ
To ensure that we have both **socialising** AND **working**, we will be using the so called âPomodoroâ technique:
**50min of deep work** (silent), followed by **10min of break** to socialise. Then repeat! If you get into flow, you're also welcome to skip the breaks.
Itâs an effective way to stay focused - you can read more about it [here](https://en.wikipedia.org/wiki/Pomodoro_Technique).
Anyone from any background is welcome, whatever project you are working on or whatever is your personal background.
I (the host) speak English and German, so either is fine :-)
ââââââââââââââââââ-
AGENDA:
* **15min Intro**
* Get to know everyone, talk about what you will work on today
* **Pomodoro Session** (3x) - *Each Pomodoro session consists* *of...*
* ...**50min** of uninterrupted âdeep workâ (no talking, no interruptions, no phones)
* ...**10min** of break: share your progress with others, talk about what you are stuck on etc.
* Repeat
* Conclude and celebrate your progress
Share your progress, socialise and get to know others đ
ââââ
We'll be at the Social Hub Berlin (they have a food menu in case you get hungry). The structured part will end at 2:30pm, but you're welcome to stay longer, go for lunch together, or leave earlier. See you there đ©”
**\*\*We'll reserve the long table. Please update your RSVP in advance if you can't attend!\*\***
Evening of Meditation - Love in communication
We are inviting you to our next Evening of Meditation on **Sunday, the 8th of February**. These gatherings are not just about meditating on your own, but a step inward that we take together regarding a particular topic. This time we explore **Love in communication**.
Even in the most beautiful relationships - with a friend, partner or family member - we can find ourselves in misunderstandings, arguments, and conflict. In trying to reach a compromise, we often end up feeling not fully satisfied with the outcome. Letâs explore together how Love in communication can transform our relationships into a more beautiful and fulfilling experience.
đWhere: [Yoga Sky](https://maps.app.goo.gl/kBxUvZrqo5yzRNe88?g_st=ipc), Am Tempelhofer Berg 7d, 10965 Berlin
Follow the Yoga Sky signs in the yard, and take the elevator to the top floor.
đ When: Sunday, 8th of February, 19:00 - 20:30
Please arrive 5-10 min earlier to settle down.
đïž Entry: ⏠5, just to pay for the space (in cash or PayPal)
For more info go to: [https://onenessberlin.com/](https://onenessberlin.com/)
Youâre welcome, no matter your background or experience. This is what has worked for us over many years and we love to share it with you.
Looking forward to see you,
Oneness Berlin
Florian, Jazgul, Carla & Abhi
Operations and Data Center Management Events Near You
Connect with your local Operations and Data Center Management community
Indoor Volleyball Open Play (B/BB) â Squad8 | Manassas (5â8 PM)
Join Squad8 Volleyball for **indoor open play** in **Manassas** on **Sunday, Feb 8th from 5:00â8:00 PM**.
This run is best for **B/BB-level players** (intermediate to high-intermediate). We keep it **social and welcoming**âcompetitive enough for good games, but not overly intense. Our focus is more on **community and having fun** than winning every point.
đČ **$15 per person**
đ„ **Limited spots available** â please RSVP/confirm early.
Questions? Contact **Shirley: (571) 480-2910**
Practical Applications of Model Context Protocol (MCP)- Feb 2026 Edition
**Agenda :**
* 4.30 to 4.45 PM ET: Food and Networking
* 4.45 to 5.30 PM ET: "Practical Applications of Model Context Protocol (MCP) (Feb 2026 Edition)"
Hello Everyone! Please join us for our Feb 10th edition of the AI-ML MeetUp. **Please note this is an in-person meeting and light refreshments/food will be provided.**
**Title:** Practical Applications of Model Context Protocol (MCP) (Feb 2026 Edition)
**Description:** This session explores how the Model Context Protocol (MCP) can be used to connect AI models with real-world tools and data.
Attendees will learn practical patterns for implementing MCP in production workflows and applications.
Through examples and use cases, the session highlights how MCP enables more capable, context-aware AI systems.
**Location:** The meeting will be hosted in the Applied Information Sciences ( AIS ) office in Reston, at 11440 Commerce Park Dr # 600 · Reston, VA. The location is also right off the Silver Line metro's Wiehle-Reston Metro Station.
**Parking:** Parking is paid and can be validated at the AIS office reception.
We will meet in Room Lake Anne.
We hope to see you all there!!!!
Practical Applications of Model Context Protocol (MCP)- Feb 2026 Edition
**Agenda :**
* 4.30 to 4.45 PM ET: Food and Networking
* 4.45 to 5.30 PM ET: "Practical Applications of Model Context Protocol (MCP) (Feb 2026 Edition)"
Hello Everyone! Please join us for our Feb 10th edition of the AI-ML MeetUp. **Please note this is an in-person meeting and light refreshments/food will be provided.**
**Title:** Practical Applications of Model Context Protocol (MCP) (Feb 2026 Edition)
**Description:** This session explores how the Model Context Protocol (MCP) can be used to connect AI models with real-world tools and data.
Attendees will learn practical patterns for implementing MCP in production workflows and applications.
Through examples and use cases, the session highlights how MCP enables more capable, context-aware AI systems.
**Location:** The meeting will be hosted in the Applied Information Sciences ( AIS ) office in Reston, at 11440 Commerce Park Dr # 600 · Reston, VA. The location is also right off the Silver Line metro's Wiehle-Reston Metro Station.
**Parking:** Parking is paid and can be validated at the AIS office reception.
We will meet in Room Lake Anne.
We hope to see you all there!!!!
Powering AI with Data Modernization: ETL Using Databricks & Unity Catalog
**Title**: Powering AI Through Data Modernization: Modernizing ETL with Databricks & Unity Catalog
In this session, we will discuss how enterprises are modernizing their data platforms by migrating from legacy ETL tools (such as Informatica and traditional data warehouses) to Databricks Lakehouse architecture, and how Unity Catalog enables enterprise-grade governance, security, and discoverability across data and AI assets.
We will start with food and drinks at 6pm and then move into the presentation at 6:30pm.
The session will cover:
* Why traditional ETL platforms are becoming a bottleneck for scale, cost, and AI adoption
* How Databricks changes the data engineering and analytics operating mode
* The role of Unity Catalog in centralized governance
* How this foundation enables AI and Gene.AI use cases on trusted data
* Q&A
Our speaker for this event is **Hirenkumar Dholariya**.
Hirenkumar Dholariya is a Senior Data Engineering Architect with 18+ years of experience modernizing enterprise data platforms for global Fortune 500 organizations, delivering up to 40% system performance improvement and 20â35% infrastructure cost reduction through large-scale migration from legacy ETL platforms to cloud-native Lakehouse architectures. He specializes in Databricks-based data engineering, Unity Catalogâdriven governance, and building scalable, secure, and real-time analytics platforms.
He has led multiple enterprise-wide transformations from tools such as Informatica and traditional data warehouses to Databricks, establishing governed data foundations using Unity Catalog and enabling advanced analytics and AI use cases on top of trusted data platforms. His leadership focuses on architecting durable data platforms, enabling teams to move faster with confidence, and translating data and AI investments into measurable business outcomes.
*
Why Context Matters: Streaming Data, Semantic Search, and Agents
Weâre excited to bring the community together for an evening of learning and connection. This time, we'll have a community member sharing a use case and, as usual, an Elastic employee sharing their expertise as well.
Come support your fellow developers, learn something new, and meet others who are passionate about search, observability, and security.
**Date and Time:**
Tuesday, February, 10th from 5:30-7:30 pm EDT
**Location:**
Elastic Arlington Office - 4100 Fairfax Drive, Ste 500, Arlington, VA 22203
**Agenda:**
* 5:30 pm: Doors open; say hi, grab a seat, and eat some food.
* 6:00 pm: "Streaming Context: Powering Semantic Search with Kafka and Elasticsearch", by Sandon Jacobs, Developer Advocate at Confluent
* 6:30 pm: Q&A
* 6:40 pm: "Agent Builder: Providing Relevant Context for Data Driven Agents", by Joe Gentsch, Senior Solutions Architect at Elastic
* 7:10 pm: Q&A
* 7:20-7:30 pm: Networking & refreshments
**Talk Abstracts:**
**"Streaming Context: Powering Semantic Search with Kafka and Elasticsearch"**
As the de facto platform for event streaming, weâve seen how data from Apache Kafka can easily empower basic keyword search. But let's be real, modern semantic search applications need *context* to interpret the real meaning and intent of a user's query. We could wait around for the next batch job to kick off and provide that context... *or* we could serve it up in near real-time right from our data streams.
In this talk, we'll discuss how to leverage data streams from Kafka to power much smarter semantic search with Elasticsearch. Weâll follow a simple event from a Kafka topic and see how it transforms into a powerful vector embedding. Then, weâll see this whole flow in action using a k-Nearest Neighbor search to instantly find similar items in milliseconds.
While my code examples will be in Java or Kotlin using the Spring Boot and Spring AI ecosystem, FEAR NOT! The core conceptsâgetting data into a vector format via a streamâare totally language agnostic. Join us to grab a few practical ideas you can take and use in your next project!
**"Agent Builder: Providing Relevant Context for Data Driven Agents"**
What are agents? What is context engineering? Join us as we dive into the importance of context engineering for providing relevant information to agents, and how to build grounded agents using Elastic Agent Builder.
**Parking:**
* The buildingâs parking garage is operated by Colonial Parking and is located off N. Randolph Street
* Book a spot on[ SpotHero](https://spothero.com/search?kind=address&latitude=38.8818514&longitude=-77.1095268&search_string=4100+Fairfax+Dr+%23500%2C+Arlington%2C+VA+22203%2C+USA)
* A Metro Station is located across the street
Learn all things Data Science and Compete on Kaggle
We will be meeting at Starbucks to learn together. Come with an online class you're already going through or an interest and we will try to connect you with a course where you can learn it. Already have a skill you want to contribute to a Kaggle Datascience competition? We will work on these too! Laptop required :)
Learn all things Data Science and Compete on Kaggle
We will be meeting at Starbucks to learn together. Come with an online class you're already going through or an interest and we will try to connect you with a course where you can learn it. Already have a skill you want to contribute to a Kaggle Datascience competition? We will work on these too! Laptop required :)







![Build & Learn: Data Science with Coffee [Cohort 6 Image Processing]](https://secure.meetupstatic.com/photos/event/1/4/b/7/highres_532445303.webp?w=640)










![[face to face] Interview Simulation](https://secure.meetupstatic.com/photos/event/2/4/d/highres_531120589.webp?w=640)







