Data Profiling

As a lifelong bookworm and serial note-taker, our speaker Stefanie spent years collecting insights from literary podcasts, magazine previews, and personal reading lists. Things got even more interesting with the discovery of reading challenges, such as *“read a book with over 500 pages”* or *“a book featuring magical creatures that aren’t dragons.”* The result of trying to organize all of this? **NarraLune** — a Python-based application designed to connect a curated book database with an intelligent matching framework. In this talk, we’ll explore how NarraLune: * Uses structured SQL filtering to manage and query book data * Applies genre inference to enrich metadata * Integrates generative language models to recommend books for diverse and creative challenge prompts Stefanie will walk us through the concept and architecture of the system, share practical insights into Python and AI integration, and reflect on how personal interests can evolve into meaningful technical projects. No coding knowledge is required to follow the talk This meetup will take place in the reading room (Lesesaal) of Zentralbibliothek Zürich. **Agenda** 18:00 Arrival 18:15 Talk and discussion 19:15 Wrap up All genders welcome! We expect all participants of our meetup to abide by the PyLadies code of conduct: [http://www.pyladies.com/CodeOfConduct/](http://www.pyladies.com/CodeOfConduct/)

Anybody who wants to practice their programming skills is welcome. We share our ideas, learn from each other, do some exercise, ask questions, etc. This meetup is the best for those who want to improve their skills by programming and learning in a group If you want to learn more about our Co-Learning, please have a look at our website: [https://opentechschool-zurich.github.io/](https://opentechschool-zurich.github.io/) \*\*\* We have a chat group you can join to get more information: [https://app.element.io/#/room/#ots-zh:matrix.org](https://app.element.io/#/room/#ots-zh:matrix.org) (You need to create a free account if you don't already have one) Remote participants are also welcome. You first need to join the Element chat and then get into the video call that we start at around 19:00 (if we forget, pleas ping us in the Element chat!) \*\*\* Our main languages are Python and Javascript, but we welcome every programming languages. Some of the skills we can help you learning: * Python and * ... PyGame (Zero / Play) -.... Flask * ... Jupyter and data science -... PySide2 / PyQt * ... Shoebot * C++ and * ... Qt * ... cmake * ... and modern C++ * Flutter for Apps * PHP and * ... Vue.js * ... Wordpress * JS and React.js We have a few Github repository that can be interesting to browse:: https://github.com/opentechschool-zurich/

**AWS Community GameDay Europe is coming!** Strategy. Fun. Collaboration. We will join \~**50 User Groups across Europe** for a unique event: an **international, synchronized AWS Community GameDay**, powered by the European AWS community. 🧩 **A custom set of challenges makes this GameDay one of a kind** Get hands-on with **AI, security and cloud-native** challenges — no slides, no tutorials. A common scoreboard with global and local prices. Come with a friend, a team, or solo - we’ll form teams of **2 to 4 people on site**. **What is an AWS GameDay?** An AWS GameDay is a team-based, competitive learning experience that transforms cloud training into an immersive, high-energy event. Unlike traditional workshops where participants follow step-by-step instructions, GameDay drops teams into a live AWS environment with real infrastructure—often broken, misconfigured, or under attack—and challenges them to figure out solutions on their own. **What makes it a unique experience** * No step-by-step guides—teams must explore, experiment, and problem-solve * Real AWS accounts with actual running infrastructure (EC2, Lambda, S3, databases) * Time pressure creates urgency and forces prioritization decisions * Competitive leaderboard visible to all teams drives engagement * Points lost for poor decisions (overspending, downtime, security gaps) teach consequences **Format** Teams of 2-4 people compete over 2 hours. Each team receives access to their own AWS environment with pre-deployed infrastructure. **⚠️⚠️⚠️ BRING YOUR OWN LAPTOP ⚠️⚠️⚠️** Registration closing on March 13th!!! **Note:** Because there are some global limitations on the number of attendees, is better if you register before March 10th. **AGENDA** **📅** Tuesday, March 17th 🕔 17:00 Doors open ➖ 17:15 15-minutes session to get familiar with the AWS Web Console ➖ 17:45 Teams composition 🚀 18:00 Game starts! All locations connected live across Europe, we’ll kick off together, on time. 🎉 20:30 Global and local winners with prices 🍕🥤 Pizza and drinks offered during the event 📍 RedHat Office Switzerland (1St. Floor) **Compete live with AWS User Groups across Europe, all playing the same scenario at the same time.** Full list of locations: [https://www.awsgameday.eu/](https://www.awsgameday.eu/) **NOTE**: if you join our meetup group for the first time, remember also to reply to this event RSVP! **Attendees that didn't registered properly** providing the required information **cannot participate to the game** (we/AWS need time to prepare cloud environments)

Dies ist ein informelles Treffen für Lernende, die ihre ersten Schritte in der Programmierung machen oder ihre Grundkenntnisse vertiefen möchten. *** This is an informal meetup, for learners that want to do their first steps in programming or want to consolidate their skills. We spend one hour and a half working on tutorials, exercises or projects. If you need help to get started, we will help you finding a good way for learning. You should be prepared to spend your time "doing things": just hanging around and listening might get boring, if all other people are learning on their side. There are experienced people are around and you can ask questions as soon as their arise or bring with you questions you have had during the week. During the last half an hour, we do a (simple) exercise together. We speak German, English, and a few other languages. Currently, how main programming languages are: * Python * Javascript * Java * Flutter * C++ * C * C# * PHP But you're free to learn any programming language during our Co-Learning! If you want to learn more about our Co-Learning, please have a look at our website (no frequent updates...): https://opentechschool-zurich.github.io/ If you're starting with Python, we can suggest: * Learning Python the hard way (https://learnpythonthehardway.org/python3/) (for Python 3). * The Solo Learn Python 3 Tutorial (https://www.sololearn.com/Course/Python/). * A big list of Python tutorials: https://docs.python-guide.org/intro/learning/ For Node.js: * Nodeschool: https://nodeschool.io/ For C++ * https://de.wikibooks.org/wiki/C%2B%2B-Programmierung * https://www.sololearn.com/Course/CPlusPlus/

Join us an meet the Zurich community of prediction market traders, geopolitical forecasters, sports bettors, effective altruists, and people interested in forecasting all types of events. **In this meet up we will come together and grab a beer and talk about prediction market** [https://en.wikipedia.org/wiki/Prediction_market](https://en.wikipedia.org/wiki/Prediction_market) , their application to varius field and industries, best practise to predict events and forecasting in general. **During the meet up we discuss as well the top event by volume on polymarket for the week** of the event: [https://polymarket.com/](https://polymarket.com/) and how it resolve Feel free also to come and propose your event to forecast **++++ WE WILL NOT DISCUSS FINANCIAL MARKET RELETED TOPICS (e.g., stock treading, crypto, option trading ect.) ++++**

We support the amazing community event **Swiss Microsoft Security Summit 2026** in March. Check your availability and make sure to grab a ticket now. Visit the event website for more Informations: [Swiss Microsoft Security Summit 2026](https://cybersecurity-summit.ch/swiss-microsoft-security-summit-2026) **About the Summit** The Swiss Microsoft Security Summit is an event for cybersecurity professionals in Switzerland. Organized by Microsoft MVPs and community leaders, it serves as a platform for education, collaboration, and innovation in Microsoft Security and Compliance. Join us to learn, connect, and grow in the ever-evolving field of cybersecurity.

Greetings Analytics & AI Dreamers! Get ready for another round of analytics inspiration at IBM TechXchange Switzerland - Analytics & AI Lounge 10.0! **AI** or **agents** or **Analytics** is your topic? **Even not yet being skilled in these topics or being an IBM client: COME and JOIN our community for learning and exchanging! In this release we show the latest and greatest developments in Analytics & AI.** Since our last release we have two innovations: * Starting one our later to be inline with your existing work & travel plans * Adding a pure AI topic to the agenda Join us for another round of thrilling discussions, mind-blowing insights, and an opportunity to connect with other data lovers. We promise an engaging experience where analytics enthusiasts come together to explore the depths of: * **Hot topic 1: Project Bob: AI-First Development for Faster, Higher-Quality Software** * **Hot topic 2: Contextual Sensitive Data Intelligence - Unlock Your Enterprise Data** **Lounge Logistics:** * *Date:* March 19th, 2026 * *Time:* 5:30 PM - 7:30 PM (2x 45 minutes of analytics & AI excitement, followed by a delightful Apero) * *Place:* IBM location, Vulkanstrasse 106, 8010 Zurich, 4th floor (registration & welcome 5:00 PM - 5:30 PM) * *Format:* In-person * ***MANDATORY***\* because of logistics: please **register** also on the IBM page to plan building entrance and the Apero\*: [here](https://www.ibm.com/events/reg/flow/ibm/FLO8EBMB/landing/page/landing) Don't miss this opportunity to increase your analytics & AI skills, share insights, and connect with like-minded professionals. Secure your spot now for an evening filled with laughter, learning, and a renewed appreciation for making numbers fun! For those unable to attend, no worries! Simply drop us an email, and we'll promptly provide you with a recording of the session. Mark your calendars, reserve your spot, and get ready for another round of analytics awesomeness. Let's make IBM TechXchange Switzerland - Analytics Lounge 10.0 even more spectacular than the first nine! Please use addit. this link [here ](https://www.ibm.com/events/reg/flow/ibm/FLO8EBMB/landing/page/landing)to register in parallel on the IBM-page. See you there, ready to dream data once again!

**AI + MongoDB in Practice — Zürich Meetup Announcement** The MongoDB User Group Zürich is back with an exciting session you won’t want to miss! This time, we’ll explore how to use an AI framework to integrate MongoDB into modern software projects. Discover practical approaches, learn from real-world insights, and connect with fellow developers, data enthusiasts, and technology professionals. **What to expect:** • Insights into AI-driven development with MongoDB • Practical integration concepts for your software projects • Networking with the local tech community • More updates on the concrete format of the meetup coming soon! Code...

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Ohne Vorkenntnisse / Solo-Anmeldung möglich Kursstart: Sonntag 01. März 2026 Kursdauer: 01. März - 12. April 26 (6 MAL) Kurszeit: 17:30 - 19h Leitung: Cathrin & Elior Kurskosten pro Person: CHF 180.- / 9h Anmeldung unter: [https://salsarica.ch/kurse/bachata-kizomba.html](https://salsarica.ch/kurse/bachata-kizomba.html?fbclid=IwZXh0bgNhZW0CMTAAYnJpZBEwYUtJTHdWekhnWnViZGJ3QnNydGMGYXBwX2lkEDIyMjAzOTE3ODgyMDA4OTIAAR7EkyDD8-VB_n5_50dBgEtB8SKqxKnRyqqyeFIloAmi2Zsy-ewHTqTdehheDg_aem_vYwcPKLplVlRpiBISt_nEw) Wir freuen uns auf euch! Ergänzende Infos: Möchtest du in die leidenschaftliche Welt des Bachata eintauchen? Dieser Kurs lädt dich ein, die romantische und sinnliche Seite des Tanzes kennenzulernen – ganz ohne Vorkenntnisse! Gemeinsam entdecken wir die Grundschritte, fließende Bewegungen und den Ausdruck, der Bachata so besonders macht. Du brauchst keinen Partner – Soloanmeldung ist möglich, und wir sorgen für eine angenehme, offene Atmosphäre, in der du dich wohlfühlst und Spaß hast. Lass dich von der Musik mitreißen, entwickle ein Gefühl für Rhythmus und lerne, deine Emotionen durch Tanz zu zeigen. Dieser Workshop ist perfekt für alle, die den Tanz der Liebe entdecken möchten – egal, ob du Anfänger bist oder einfach nur Spaß an sinnlicher Bewegung hast

**📱 Social Media Maxing – Build an Irresistible Online Presence & Attract Your Ideal Partner** Discover the tactics top-performing dating profiles use and apply them to your own social media and dating apps. **⚠️ Important:** Limited spots available. RSVP here and complete the registration link to secure your place. ### [🚀 REGISTER NOW 🚀](https://tempodating.com/product?productId=411.0&productType=socialMediaMaxing&city=Zurich%2C%20Switzerland&groupurlname=spark-conversations-that-find-them) --- 🎯 **Perfect for:** - Singles getting few matches despite being great in person - Anyone who wants to stand out on dating apps and Instagram - People ready to invest in their online first impression - Men and women who know their profiles could be better **About This Session** Your online presence is your first impression — and most people are getting it wrong. In this session, we break down exactly what makes a dating profile or social media account attractive, from photo selection and bio writing to engagement strategies. You'll walk away with a clear action plan to overhaul your online presence. **What You'll Gain** - Understand the psychology behind high-performing dating profiles - Develop an action plan to overhaul your online presence - Learn how social media and dating apps work together - Join a network of motivated singles levelling up together **Invest an hour now, reap the rewards every time someone views your profile.** Take the first step. [SIGN UP HERE](https://tempodating.com/product?productId=411.0&productType=socialMediaMaxing&city=Zurich%2C%20Switzerland&groupurlname=spark-conversations-that-find-them) and start getting better matches. 🚀

**[External link to officially register](https://swiss-digital-network.ch/ai-apero-basel/)** **Explore AI Capabilities with Grafana Cloud & AI-SQUARE** After the great success of the AI Apéro in Bern on January 21, we are excited to bring the format to Basel on March 19. We are pleased to host the [Grafana Labs](https://grafana.com/?utm_source=hs_email&utm_medium=email&_hsenc=p2ANqtz-8U4EVw5HOtb9k5v6hWdblISYi1-O6tgtvXX3ywqXZGwi_1EwyHm5vqImI-Zwxyq4_spL2h) team for an evening dedicated to AI, observability, and hands-on insights in a relaxed Apéro setting. **Agenda highlights** * [Grafana Labs:](https://grafana.com/) background and journey into AI & Machine Learning * Practical use cases: how AI & ML can support and simplify daily operations * Live demo: Grafana Assistant, the context-aware chatbot integrated into Grafana Cloud * [AI-SQUARE](https://ai-square.ch/) update: latest developments of our AI-driven decision platform for software staging management * Open discussion & networking Apéro We look forward to welcoming you in Basel! The Swiss Digital Network team ***[Agenda and registration](https://swiss-digital-network.ch/ai-apero-basel/)***

**IMPORTANT: YOU NEED TO BUY A TICKET IN YOUR NOII PROFILE TO GET IN** **Auf Tinder kein Bock mehr, aber für Parship ist es zu früh? We got you!** **Wir organisieren mehrere Real Life Single Events. Jede. Woche.** 💜Lassen wir alle Single Herzen höher schlagen und veranstalten einen legendären noii Event. Vergiss Swipen und Chatten, in diesem Jahr daten wir im echten Leben (we don't make the rules). 🍸Mit bis zu 400 Personen pro Event ist immer viel los. Worst case hast du ein geiles noiices Erlebnis gehabt, best case lernst du jemanden kennen, den du daten möchtest **🌟It's a vibe.** Keine Sorge, das wird kein awkward Single Event mit einem sturen Ablauf. Es ist wie ein normaler Bar-Abend mit deinen Friends, wo du aber ganz easy noch andere Leute kennenlernst. **[HERE MORE INFORMATION](https://date.noii.ch/preview)** **So done with tinder but it’s too early for Parship? We got you!** **We organize several real life single events. Every. Week.** 💜Let's make all single hearts beat faster and organize a legendary noii event. Forget swiping and chatting, this year we're dating in real life (we don't make the rules). 🍸With up to 400 people per event, there is always a lot going on. Worst case scenario: you have a great noiice experience, best case: you meet someone you want to date **🌟It's a vibe.** Don't worry, this won't be an awkward singles event with a stubborn schedule. It's like a normal bar evening with your friends, where you can easily meet other people. **[HERE MORE INFORMATION](https://date.noii.ch/preview)**

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

**Details:** This talk reviews the fundamental academic research literature in financial economics, distilling key findings with rigor while debunking suboptimal investing decisions. It draws on decades of empirical research and statistical analysis with the aim of guiding how to think about sound investing. **Audience Takeaway:** Attendees will gain a practical, research-based approach to assessing investments, interpreting risk, and making choices that support long-term financial independence, informed by decades of published financial studies. **Zoom: This is a *hybrid* event. To attend online, join us on Zoom here at 6pm:** https://iit-edu.zoom.us/j/87434065239?pwd=mK8gkDO6FTL2NBCXrgnViDwVJU14YT.1 Meeting ID: 874 3406 5239 Passcode: 826532 **Sponsor:** **[Tegus by AlphaSense](https://www.tegus.com) will provide the meeting site, as well as pizza and soft drinks for the onsite participants.** * **Address:** 200 N. LaSalle Street. Suite 1100. Chicago, IL 60601 * **Tegus by AlphaSense's Overview:** Tegus by AlphaSense is the leading market intelligence platform for key decision makers. We power some of the world’s most well-respected institutional investors, corporations, and consultancies through the largest and most comprehensive database of primary and market information. Our products and services enable clients to discover unmatched insights and answers to the most challenging questions they face to help them make better informed decisions. We are an end-to-end investment intelligence and research platform that modernizes the research processes. With an ecosystem that combines at-cost, on-demand expert calls with a 55K+ transcript library; quantitative financial workflows that streamline research across company disclosures, management presentations, earnings calls and filings; and 4K+ fully-drivable financial models and company benchmarking data, including every KPI and comparison that matters, Tegus by AlphaSense enables investors to move faster, gather deep research and surface high-quality insights to drive better decisions. The company serves customers worldwide, including investment analysts, portfolio managers and key decision makers across public and private businesses in markets of all sizes. * **Logistics**: To access the Tegus by AlphaSense building, we require **first and last names** of those who RSVP'd by Mar 18. Attendees will then present their **IDs** when they arrive at the front desk (right when they enter the building). They will be sent up in the elevator to the 11th floor where we will be.

Want to be a speaker? submit your talk to our Call for Presenters!!! https://sessionize.com/cbus-hug-2026/

Whether you've never done improv before, or you've done it for so long you knew Del Close on a personal level, or anywhere in between, come join us! Swing by *Gresso's* for the **Columbus Improv Comedy Meetup** for some fun and games! The idea behind improv is to create entire scenes from scratch based on a suggestion from the audience. This can be done in game form, like *Whose Line Is It Anyway*, *ComedySportz*, or *Wild 'n Out*; it could also be done to tell stories, like *Middleditch and Schwartz*. Our meetup, which is central Ohio's longest running (and free!) weekly comedy event, brings the games (and occasionally different forms) for you to play in a safe, supportive, and compassionate environment. Not only is it a lot of fun, but you get to work on thinking faster on your feet, plus it's an excellent way to meet new people and make friendships that'll last a lifetime! Ask yourself if you want to join the **Columbus Improv Comedy Meetup**, and say "Yes, And" that you'll have fun!

Builders, creators, architects, admins, consultants - come one, come all. This one's for you. We're bringing a little friendly competition to the Columbus ServiceNow community while highlighting the cool things people have built on the platform. Five presenters will take the stage to showcase something they've built, solved, designed, or imagined on the ServiceNow platform - and a panel of judges (plus YOU, our amazing audience) will score them live. So basically, America's Got Talent but make it ServiceNow's Got Talent. Bring a notepad if you'd like 'cause you'll definitely be learning something new. Each presenter gets 10 minutes max to wow the crowd with: • A demo • A real-world business solution • A bold idea • A UX transformation • Or a creative use of the platform Judging Criteria: 🏆 Business Value 🚀 Innovation ✨ User Experience This event is about celebrating ideas, sharing knowledge, and showing how ServiceNow can drive both business impact and meaningful user value. Come learn. Come support. Come get inspired. Refreshments and bites will be provided. And maybe next time… you’ll be on stage.

**We'll have two meetings covering AI - this second one is for Positron** We will review which AI features are linked in for Positron, and how to use them. **Location:** The meetup will be at SPARK's ([https://annarborusa.org/](https://annarborusa.org/)) Ann Arbor site: [SPARK HQ (Ann Arbor)](https://urldefense.com/v3/__https://www.google.com/maps/place/Ann*Arbor*SPARK*Headquarters/@42.2792515,-83.7447708,17z/data=!3m1!4b1!4m5!3m4!1s0x883cae3effe193cb:0x5296a53db2a282bf!8m2!3d42.2792515!4d-83.7447708?hl=en-US__;Kysr!!HXCxUKc!3EEdBNXRJKknP6LCGkZetSuEsdtChFojQnOVitFUC5C0fyilqXEbiMstT9ajBR3Cw-55qoFkrElCjQvjMdTxUw$). There is on street parking, and parking at local structures. **This will be a hybrid meeting - the Zoom session starts at 6:30 PM.** **Time:** The doors will be open at 6:00, with pizza and beverages provided. We will have a meet-and-greet-and-pizza session, and then at 6:30 we'll have a presentation. **Zoom information:** https://us06web.zoom.us/j/86862937929?pwd=woa95D1r85dobjqxQ07NfBLNdTa9hc.1 Passcode: 705462 **If you can't get in, please call me at: 734 223-3307** **Document source:**

**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: Type Annotations with John Cassidy 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