Industry 4.0

# Workshop: From Zero to 1 Billion Rows Process 1 billion+ rows of real-world NHS prescription data with Exasol Personal. Install the database, build a data pipeline with workflow orchestration, and create an AI-powered dashboard. ## Workshop Outline * Configure Exasol Personal on AWS * Build a reliable data ingestion pipeline * Ingest 1B+ rows with data cleaning in staging * Create data warehouse tables ready for analytics * Build an AI-powered dashboard for instant analytics Note: You need an AWS account with admin permissions if you want to install Exasol Personal yourself. Otherwise we will provide access to a pre-configured Exasol instance for your experiments during the workshop. ## Details * Date: March 10, 2026 * Time: 18:00 (doors open earlier) * Location: Hotel Telegraphenamt, Berlin This workshop is part of Exasol Xperience 2026, an in-person gathering in Berlin for customers, prospects, and partners. The event offers customer success stories, use cases, panel discussions, and a chance to connect with the Exasol community. DataTalks.Club community members can attend the conference for free with code EXA-VIP-RDTC. [https://www.exasol.com/events/exasol-xperience/registration/](https://www.exasol.com/events/exasol-xperience/registration/) ## Speaker Alexey Grigorev - Founder of DataTalks.Club, principal data scientist, and creator of the Zoomcamp free course series. He teaches 100,000+ students worldwide and has 16+ years of software engineering experience. This workshop is sponsored by Exasol. Thank you for supporting our community!

-DROP IN - *(English below)* **Lindy Hop \| Swing Dance Unterricht** Klassen (fast jeden) Dienstag Abend 18.15 Uhr Starter 19.30 Uhr Improver / Refresher Bitte für weitere Informationen & Kosten, bitte hier schauen: [SWING PATROL FRANKFURTER ALLEE - FRIEDRICHSHAIN](https://www.swingpatrolberlin.com/friedrichshain-1.html) \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- Classes (almost) every Tuesday 18.15 Starter 19.30 Improver / Refresher All information here: [SWING PATROL FRANKFURTER ALLEE - FRIEDRICHSHAIN](https://www.swingpatrolberlin.com/friedrichshain-1.html)

Ready to own the room? Communication is the ultimate bridge between writing great code and building a great career. Join **WBS CODING SCHOOL** and **Empowered in Tech** for an evening dedicated to visibility, growth, and community. 👉 **Register here:** https://3vgdb.share.hsforms.com/28orDpogORG6uD77A7pDFDA We’re bringing together a powerhouse panel of experts to discuss how to navigate technical environments with confidence: * **Alina Eckert**, Head of Organisational Development at **Staffbase** * **Bohdana Saprun**, Senior Product Manager & Product Owner at **DocMorris** * **Anna Varosyan**, Vice President of Engineering at **Affinidi** * Moderated by: **Sarah Wachs**, Co-Founder of **Empowered in Tech** Following the panel, **Aya Port**, Instructional Designer at **Catalyst eLearning Design**, will lead an interactive workshop on **"The Art of Clarity"**. You’ll learn to translate complex technical info into impactful narratives – a vital skill for any tech professional. We’ll wrap up with a networking session to forge real connections over shared experiences. Food and drinks will be available, so you can focus on connecting and leveling up together. 👉 **Register here:** https://3vgdb.share.hsforms.com/28orDpogORG6uD77A7pDFDA **Event Details:** * **Date:** Tuesday, March 10th * **Time:** 18:00 – 21:00 * **Location:** Cuvrystraße 1, 10997 Berlin **Note:** To foster a candid and supportive space, this event is specifically designed for **FINTA** (Female, Inter, Non-Binary, Trans, and Agender) individuals. \-\-\- **About WBS CODING SCHOOL** Empowering ambitious minds to conquer the tech world. Since 2019, we’ve been breaking barriers to make tech careers accessible to everyone. From AI, Data, UX/UI to AI Software Development, our expert-led courses teach skills that matter. But we’re more than just a school – we’re a thriving community where passion meets opportunity. Ready to launch your future? Join us and build the career you deserve.

-DROP IN - *(English below)* **Lindy Hop \| Swing Dance Unterricht** Klassen (fast) jeden Dienstag Abend 18.15 Uhr Starter 19.30 Uhr Improver / Refresher Bitte für weitere Informationen & Kosten hier schauen: [SWING PATROL PRINZENSTRASSE - KREUZBERG](https://www.swingpatrolberlin.com/prinzenstrasse-kreuzberg.html) \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- classes (almost) every Tuesday evening 18.15 Starter 19.30 Improver / Refresher All information & costs here: [SWING PATROL PRINZENSTRASSE - KREUZBERG](https://www.swingpatrolberlin.com/prinzenstrasse-kreuzberg.html)

Dear Community, this March we are gathering as part of [Exasol Xperience 26](https://www.exasol.com/events/exasol-xperience/). This is an event worth being part of, Exasol team was so kind to host us for the evening. Please visit the event page and chech the exciting agenda. Distinguished speakers, inspiring topics! If you would like to attend the event free of charge, let us know and we will provide you a ticket. If you prefer to attend our session only, register with your full name below. We also have two awesome speakers that will fill the night with AWS content as usual! 18:30 - Warming up and networking chat 18:45 - Intro by AWS UG Berlin & Exasol 19:00 - 19:40 - **Philipp Hoyer // An AWS Container Journey - The Good, The Bad and The Ugly featuring ECS and EKS** EKS on Fargate promises fully managed Kubernetes without EC2 management, but it comes with more hidden complexity than expected. In this talk, I compare running containers on AWS Fargate with EKS versus ECS based on real project experience. Philipp is Senior AWS DevOps Engineer at Rackspace Technology, where he helps automotive customers design and operate reliable cloud and container platforms on AWS. 19:40 - 20:00 - Network break with snacks & drinks 20:00 - 20:40 - **Piotr Pabis // How we cut ECS Startup by 30% - SOCI Deep Dive** "What are docker images anyway? How are they formed? What is a other container registry? I want to go from first principles - presenting TAR files, composing an image, combining it with a JSON manifest and explaining how SOCI technology improves the speed of lazy loading required files and layers. HTTP range requests, GZIP table of contents, many things. I will try to make it understandable for the casual Docker user as well as nerds who want to know how this works under the hood." Piotr is a Senior Platform Engineer at About You and a well-known Community Builder in AWS. He works mostly improving legacy projects, Terraform and migrating old stuff to ECS. =================================================== **Very Important: There is no "waitlist" for our regular sessions.** However, there are limited seats available. If you want to make sure you can attend: Register yourself with your "full name" here at Meetup.com, Arrive on time - seats are first come, first serve. As soon as there are seats available, you are welcome to join with your registration. In case there are no more seats available, we won't be able to let you join us this time.We thank you very much for your understanding! =================================================== Additional Information **This event is wheelchair friendly.** Help us spread the word, and invite your friends & colleagues! If you're attending with wheelchair and need assistance, please mail us: organisers@berlinawsug.de for further details. Would you like to host AWS UG Berlin events at your company? [Register here](https://bit.ly/aws-host) Would you like to speak at AWS UG Berlin sessions? [Submit your talk here](https://bit.ly/aws-talk)

**👋 Hello Strangers! —** For all players and chess-curious folks out there who want to chill and make friends: We are hosting a daily chess meetup in Mitte / Prenzlauerberg welcoming all experience levels. It doesn't matter if you just watched the Queen's Gambit or if you have been playing regularly for years – join us Daily from 7 pm till midnight. **Pics** · [Instagram](https://www.instagram.com/strangerchess/) / **Chat** · [Telegram](https://t.me/strangerchess) / **Web** · [Strangerchess.com](https://strangerchess.com/) (No need to bring anything, boards, clocks, etc. are provided)

**OpenClaw Anonymous Berlin** Informal meetup for anyone interested in OpenClaw/Clawdbot or AI agents No talks or presentations. We discuss AI, setups, learnings, and entrepreneurship. There are no rules - we like to keep it relaxed. Come as you are. Stay as long as you like. Bring your laptop if you feel like it.

We are excited to announce our next meetup, which will be hosted at the impressive SAP Berlin office. We are so excited to join forces with the OKR Leaders community to move beyond Customer Value and goal setting towards value driven integrated strategy execution. 🚀 Get ready for snacks, drinks and plenty of opportunities to learn and share. 🗓️ **Agenda**: • 18:30 – 19:00: Arrival and Registration • 19:00 – 19:15: Welcome & Opening Remarks • 19:15 – 20:30: Goal setting beyond organizational boundaries: Still Cooking 👩🏼‍🍳👩🏻‍🍳 • 20:30 – 21:00: Networking ⏰ **Doors Open:** 18:30 📍 **Location:** SAP Office, George-Stephenson-Str. 7-11, 10557 Berlin **Important: Please register with your full name for smooth check-in at the venue. Photos will be taken during the event for the purpose of sharing wrap-up posts and event summaries.** Expect an exciting and engaged discussion and feel free to bring questions of your own. We are looking forward to having you back, Steven & Stefan

**👋 Hello Strangers! —** For all players and chess-curious folks out there who want to chill, make friends, and enjoy some chess: We are hosting a daily meetup in Mitte / Prenzlauerberg for all experience levels. It doesn't matter if you just watched the Queen's Gambit or if you have been playing regularly for a while. **Join us** — Daily from 7 pm till midnight. **Expected Behavior** — [Conduct](https://strangerchess.com/conduct/) **Pics** · [Instagram](https://www.instagram.com/strangerchess/) / **Chat** · [Telegram](https://t.me/strangerchess) / **Web** · [Strangerchess.com](https://strangerchess.com/) (No need to bring anything, boards, clocks, etc. are provided)

**👋 Hello Strangers! —** For all players and chess-curious folks out there who want to chill, make friends, and enjoy some chess: We are hosting a daily meetup in Mitte / Prenzlauerberg for all experience levels. It doesn't matter if you just watched the Queen's Gambit or if you have been playing regularly for a while. **Join us** — Daily from 7 pm till midnight. **Expected Behavior** — [Conduct](https://strangerchess.com/conduct/) **Pics** · [Instagram](https://www.instagram.com/strangerchess/) / **Chat** · [Telegram](https://t.me/strangerchess) / **Web** · [Strangerchess.com](https://strangerchess.com/) (No need to bring anything, boards, clocks, etc. are provided)

He's back! The inventor of EventStorming is once again joining the Berlin Collaborative Modeling Meetup for an evening of massive learning, massive laughter, and no doubt a massive number of sticky notes. Here is the agenda: **Collaborative Reverse Roadmapping** We'll put future events on a timeline to build the future we want to happen and make it tactically sound. We'll leverage ideas from * EventStorming (surprise!) * Futurespective * Traditional planning And we'll explore a tool that will enable strategic planning and overcome deadlocks. This is a rare opportunity to spend time with a true thought leader in the DDD community and the person who contributed to the world the whole premise of our meetup. He's full of insights and stories, wit and wisdom, and we are lucky to have him drop by to share them with us. Don't miss this one! **Please do not RSVP if you do not intend to come. For this event only, we have to limit attendance.** As always, everyone is welcome. You don't need to be a software engineer to participate. In fact, it would be great to have more people who aren't software engineers. We're here to solve problems cross-functionally, not get into implementation details. As long as you care passionately about getting things right, then you belong here! This is a hands-on workshop. Be prepared to participate fully and add to the energy of the room. Looking forward to seeing you there!

🎨 Expressive Art Workshop! 🌿 Take a creative pause! An expressive art workshop, a joyful space where colors flow freely and feelings find their form. Whether you're feeling joyful, overwhelmed, curious, or simply need a breather, this is your moment to paint, play, and reconnect with yourself and others. - No art skills needed, just bring your emotions - All materials provided - Open to all ages and levels - Leave with a piece of art that’s 100% you Led by a Berlin-based artist and creative facilitator, you'll get gentle guidance and playful prompts to help turn your emotions into vibrant visual stories. Come solo or with a friend and leave with more color in your day (and maybe a bit on your fingers, too)! **Les Amis** is a women-only community of friendly souls. We provide access to hundreds of experiences that explore your passions and connect you with other event participants. **Check our website to learn more, and apply to join our community and events**: [lesamis.cc/apply](https://www.lesamis.cc/apply)

✨ Let the lively discussions continue! ✨ **Join Us for our 6th OKR Meetup** \- at the SAP Headquarter\. We are so excited to join forces with the community of **Customer Value and Beyond** to move beyond OKRs and goal setting towards value driven integrated strategy execution. 🚀 🗓️ **Agenda:** * 18:30 – 19:00: Arrival and Registration * 19:00 – 19:15: Welcome & Opening Remarks * 19:15 – 20:30: Goal setting beyond organizational boundaries: Panel Discussion with Ambre Jeanneau * 20:30 – 21:00: Networking ⏰ **Doors Open:** 18:30 📍 **Location:** SAP Office, George-Stephenson-Str. 7-11, 10557 Berlin **Important: Please register with your full name for smooth check-in at the venue. Photos will be taken during the event for the purpose of sharing wrap-up posts and event summaries.** We can't wait to welcome you for an evening of fresh perspectives, bold conversations and real connection. Our OKR meetups thrive on commitment, meaningful exchange and good planning. To improve planning reliability and reduce no-shows, we’re introducing a small attendance fee of €4.78. This allows us to keep offering high-quality meetups for an engaged community. If you’re unable to pay the fee, please reach out. We’re happy to find a solution! 🚫 No sales, no pitches, no hidden agendas This is not a sales or marketing event. Our Meetups are purely focused on learning, sharing experiences, and open exchange. We want to create a safe and trusted space where insights, challenges, and lessons learned can be discussed openly. See you soon! Vivien & Maxi

**RSVP on the [343 Labs Website](https://343labs.de/events/ableton-user-group-berlin-5/) to reserve your seat!** Berlin Ableton User Group is back! This meetup is open to producers, songwriters, DJs, and musicians of all types and proficiency levels who use Ableton and are looking to exchange ideas, network, meet like-minded producers, and learn new tips and tricks from our presenters and fellow participants. This month, 343 Labs instructor Alex Iso will walk through features of the new Ableton version 12.4, currently in Beta. Following the workshop, attendees are invited to share their music, both finished tracks and works-in-progress, in a track feedback session. Peers and experienced mentors will offer each participant constructive feedback aimed at helping you improve your track; from songwriting to arrangement to sound design to mixing. Register now on the 343 Labs website and **bring your track on the day of the event** (mp3 file, email link, private Soundcloud).

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

**How to take control of your subconscious and harness its power!** Join us for an eye-opening lecture where the speaker will break down complex ideas in a clear and practical way. You’ll gain insights into: ✅ The true definition of the subconscious ✅ How it generates unwanted emotions ✅ Its real purpose and function ✅ What determines the pressure it exerts on you And the most important topic: **How do you take control of your subconscious!** But this isn’t just another lecture where you sit and listen passively. It’s interactive and engaging—you can ask questions at any time. 📅 Reserve your spot now! Seats are limited, so don’t wait too long to sign up. Location: 1266 Dublin Rd, Columbus, OH 43215 Hosted by the Hubbard Dianetics Foundation

One of the most valuable parts of this community is the opportunity to think out loud with other product professionals. This session is built for exactly that. As we wrap up the quarter, it’s a great time to pause and reflect. What’s on track? What needs adjustment? Where could a small shift create bigger impact? Join fellow product professionals for a focused, interactive conversation designed to help you recalibrate for the next quarter. You’ll have the opportunity to share where you are, hear how others are thinking through similar challenges, and gain fresh perspective you can bring back to your team and organization. We’ll gather at 8:00AM, with discussion starting promptly at 8:15AM. 📍 First Watch - 7227 N High St Located in: The Shops at Worthington Ample parking is available. Food and beverages will be available for purchase. Start your morning with clarity and connection — we hope to see you there! ☀️

Join the CONNECTED Westerville Mastermind Group for a dynamic afternoon of B2B networking! This event is perfect for professionals looking to expand their business connections, share insights, and foster collaboration within the community. Whether you are a seasoned entrepreneur or just starting out, this event offers a valuable opportunity to exchange ideas, build relationships, and grow your network in a supportive environment. Connect with like-minded individuals, explore potential partnerships, and discover new opportunities for professional growth. Don't miss out on this chance to enhance your business network and take your career to the next level with CONNECTED Westerville Mastermind Group! We meet the 4th Monday of every month from 11am-1pm. Welcome and general networking from 11am - 11:30am with core meeting 11;30 - 12:30 and a final round of networking from 12:30 - 1pm.

## Hey Columbus WIP peeps! ## Are you ready for an event that actually gives you what you asked for?? **\-\-\-\-\-\-** **A Small-group coaching conversations for women in product navigating growth, leadership, and career decisions.** **March 10 \| 5:30–8:00 PM** **Rev1 -- NEW SPACE** **330 Rush Alley #100** **Parking Options:** • **Rev1 at The Peninsula** • **Starling St. Garage South** – 377 W. Capital St. • **LAZ Parking (COSI)** – 50 Belle St. • **LAZ Parking Limited** – 375 W. State St. • **Veterans Memorial Lot** – 300 W. Broad St. • **Metered Street Parking** **What moves are you making?** A promotion you’re working toward. A role change you’re considering. A bigger leadership opportunity. A conversation that needs to happen. A decision that’s been sitting in the back of your mind. For our Q1 Women in Product Columbus event, we’re creating space to actually work through those moments. **Making Moves** is an evening of focused, facilitated coaching conversations with experienced mentors from our local product community. This isn’t a panel. It’s not passive networking. It’s small-group dialogue designed to be thoughtful, practical, and worth your time. Here’s how it will work: • You’ll choose a topic that reflects what you’re navigating right now • You’ll join a small coaching circle (5–7 participants) • Each circle is led by a mentor who has lived experience in that area • We’ll run two rounds so you can go deeper or explore a second conversation ### Coaching Topics: • Communicating the Value of Your Work (or Team) • Career Transitions & What’s Next • Growing Into Leadership • Staying Relevant as Technology (and AI) Changes • Getting Alignment and Decisions from Leadership Our goal is simple: you leave with clearer thinking, practical perspective, and at least one next step you feel confident about. Space in each circle will be limited to keep conversations meaningful. If this sounds like the kind of room you’ve been wanting to be in, we’d love to see you on March 10. RSVP here! [https://community.womenpm.org/c/all-local-events/making-moves-a-columbus-wip-event](https://community.womenpm.org/c/all-local-events/making-moves-a-columbus-wip-event "https://community.womenpm.org/c/all-local-events/making-moves-a-columbus-wip-event") *And if you haven't joined the WIP group - do that too, would ya?!?!* — Your Columbus Chapter Leads - Amber, Leah and Liz!

Hike approx 4.0 miles at approx. 18 minute mile pace. Meet in front of the Nature Center.

Is your business taking more of your time than you would like? [Rob Young](https://www.linkedin.com/in/cinci-robyoung/) principal at [Stage 3 Group](https://www.linkedin.com/company/stage-3-group/), hosts this workshop series and is the author of Stage 3 Success. * Provides a framework and a playbook for leaders of emerging businesses * Reviews business management tools and techniques for scaling and maturing a business * How to recognize and leverage stories hidden in financial statements * How to implement financial and operational controls and use leading indicators to spot trouble before it occurs * How to manage your time for maximum effect * How to deal with nonperforming employees * How to create standard operating procedures throughout your organization Four sessions will include two hours of content and an optional 90-minute hands-on lab. Reserve your spot via this link: https://clintonvilleba.com/calendar/#!event/2026/3/20/chaos-to-clarity-to-control ($200 for non-CABA members.)