Business Analytics

So hast du andere Leute in Berlin wahrscheinlich noch nie kennengelernt! Bis zu 10 Singles, die sich zuvor nicht kennen, treffen sich in einer Bar und lernen sich bei einem eigens für diese Veranstaltungsreihe entwickelten Spiel näher kennen. Das Spiel kombiniert eine gelungene Mischung aus Fragen, Aktionsaufgaben und lustiger Unterhaltung, die alleine oder als Team gemeistert werden. Durch verschiedene Aufgaben und Fragen kommen die Spieler in direkte Interaktion miteinander und lernen sich im Spielverlauf näher kennen. Im Vergleich zur klassischen Single Party lernst du bei Socialmatch wirklich nur Singles in deiner Altersgruppe kennen und kommst von ganz alleine ins Gespräch mit den anderen Teilnehmern. Ein Spielmoderator vor Ort informiert über den Ablauf und leitet durch den Abend. Sicher dir jetzt deinen Platz beim nächsten Event unter [[www.socialmatch.de](http://www.socialmatch.de/)] und lerne neue Leute in deiner Stadt kennen. Dieses Event ist für die Altersgruppe 20 - 35 Jahre. P.S. Socialmatch erhielt 2015 bereits einen Award für das Konzept, teste es selbst ;-) **Achtung: Nur mit Buchung über die Website ist eine Teilnahme möglich!**

## **DNA. presents "ARTISTS MEET UP & JAM SESSION"** ##### **‍**\- a Free & Creative Space for Artists of all kinds to Connect\, Share & Grow\. Together\. ‍ In this space, it's all about community, creativity & collaboration. Whether You're a storyteller, musician, poet, dancer, or visual artist, this space welcomes every form of expression. ‍ > Every respectful person is invited to join. ‍ We talk, we drink, we laugh, we get to know each other & we share our Stories. ‍ \*\*WHEN:\*\*‍ Every Monday 7 - 11 pm ‍ **LINE UP:** DOORS & MEET UP: 7 pm MEET & GREET: 7 - 8 pm JAM SESSION: 8 - 11 pm ATELIER FLOOR (HOUSE MUSIC): 9 - 11 pm + ‍ **SET UP:** for the Jam Session... there is a full band set up available ‍ **WHERE:** [DNA. ART HOUSE](https://maps.app.goo.gl/4XrC8gTPtdDGb3oB6) Wrangelstraße 25 10997 Berlin ‍ ##### **TICKETS:** Box Office: Free for DNA. Members\* / 5e regular (Daily Membership\*\*) **+ FREE ENTRY & FREE DRINK** for Every Artist joining the Jam Session ‍ **SIGN UP:** No signup needed – just come over & be part of our Creative Community. For more info see: [www.dna-artclub.com](https://www.google.com/url?q=https://www.google.com/url?q%3Dhttp://www.dna-artclub.com%26amp;sa%3DD%26amp;source%3Deditors%26amp;ust%3D1726165890491369%26amp;usg%3DAOvVaw0tJ9La9WXHWzLDW3XsmuEZ&sa=D&source=docs&ust=1726165890529967&usg=AOvVaw2auoUIdwYdu4PnO3_kfvNh) / follow us on IG: [@nightart.club](https://www.instagram.com/nightart.club) :) ...for more info check out www.dna-artclub.com / follow us on IG: @nightart.club See You soon :) Love. DNA. ______ \*Members of Dair Night Art e.V. and Subscribers of DNA. Art GbR. \*\*By entering the DNA. ART HOUSE, You agree to comply with the Hausordnung of Dair Night Art e.V. and Geschäftsordnung of Dair Night Art e.V. Please ensure You review these documents thoroughly in advance.

Berlin is slowly slipping into summer again — longer evenings, warmer air and the feeling that staying home might mean missing something. Join us for a Monday night full of conversations, new faces and a little bit of early summer energy before the city gets too busy to notice itself. ✨ Tiny optional challenge: Bring one small thing that feels like summer in Berlin to you. A photo, an object, a snack, sunglasses, a book, a strange souvenir — anything with a story behind it. Orga The location accepts only card payments. We will be sitting in the first room. Questions? Check our Meetup-FAQs: [https://socialbutterfly.berlin/meetup-faq/](https://socialbutterfly.berlin/meetup-faq/) Meet your host I’m Julia — a Berlin local who loves bringing people together. My path went from growing up in a dance school to studying philosophy to working in IT support, and somehow all of that led me here: hosting meetups and creating spaces where people can show up, relax, and connect. Insta [https://www.instagram.com/juwaberlin/](https://www.instagram.com/juwaberlin/) LinkedIn [https://www.linkedin.com/in/julia-waehnert/](https://www.linkedin.com/in/julia-waehnert/) About The Social Butterfly Club 🦋 is a Berlin-based community that has been bringing people together for over three years. Each gathering is part of a larger framework designed to help friendships grow through shared experiences in the city — with a long-term vision of turning Berlin itself into a shared, playful experience. Love the vibe? There’s a whole community waiting for you. 🦋 Join the Social Butterfly Club and experience Berlin together [https://socialbutterflyradar.substack.com/](https://socialbutterflyradar.substack.com/)

## Rhythm, Connection & Latin Energy #### Step into the world of Salsa, get to know new Friends & feel the music uplifting Your mood. ‍ This class invites You to explore connection, flow & expression through one of the most vibrant and social dance styles. Whether You are stepping onto the dancefloor for the first time or looking to refine Your basics, this session is designed to meet You where You are. Led by Ankit, a Berlin-based creative with over 10 years of experience on and off the dancefloor, this class blends structure with warmth and passion. Specializing in Salsa, Kizomba, and Bollywood, Ankit brings a unique teaching style that makes learning feel natural, engaging & fun. ‍ > In this one-hour session, You will learn the foundations of Salsa, develop timing and coordination & most importantly, enjoy the connection between music, movement & people. Expect a welcoming atmosphere, clear guidance & a space where You can build confidence and simply enjoy the dance. ‍ ##### PARTNER NEEDED? You are welcome to join on Your own or come with a partner. We will form pairs on the spot, creating a relaxed, social & inclusive atmosphere where everyone can connect and feel comfortable. ‍ Come to feel supported, energized, inspired & celebrate the joy of Salsa. ‍ **TICKETS:** available: at the Box Office before the class ‍ See You Soon. Love. Ankit & DNA. LEVEL: All levels WHAT YOU NEED: salsa shoes (recommended, not necessary) COSTS: €15 Regular (Online / Box Office) \- Free for DNA\. Members

Train Your Brain Confidence & Adaptability Under Pressure What if confidence, adaptability, and decision-making could be trained through play? This interactive workshop introduces Cognitive Agility Through Chess — a beginner-friendly experience designed to strengthen focus, resilience, strategic thinking, and communication in a supportive and engaging environment. This is not a traditional chess class. Chess is used as a tool for reflection, collaboration, adaptability, and cognitive development through interactive challenges and guided exercises. WHAT TO EXPECT ♟️ Beginner-friendly introduction to chess fundamentals 🧠 Interactive cognitive and strategic challenges 🤝 Team-based and collaborative gameplay ⚡ Exercises focused on adaptability and thinking under pressure 💬 Guided reflection and discussion THIS EXPERIENCE SUPPORTS • Confidence-building • Strategic thinking • Communication • Adaptability • Emotional resilience • Cognitive flexibility • Decision-making under pressure WHO IS THIS FOR? Women interested in: • self-development • leadership • psychology • strategy • meaningful social connection • cognitive performance • creative and reflective experiences No chess experience is needed. EVENT DETAILS 📍 Motel One — Invalidenstraße 54, 10557 Berlin 🕒 2 Hours 👥 Limited small group experience, from 6-12 participants per event PILOT SESSION This is part of a limited founding pilot series in Berlin designed to create a thoughtful, engaging, and collaborative learning experience. FACILITATED BY Radwa Omar Founder & Cognitive Agility Facilitator Train Your Brain — Cognitive Agility Through Chess Train how you think. Elevate how you perform.

**Authentische Ehrlichkeit - Ein Einführungs-Workshop** **💶 Wertschätzungsbeitrag vor Ort: 10-20 Euro (nach eigenen Möglichkeiten)** . \-\-\-\-\-\-\- . Gute Freundschaften leben von Ehrlichkeit & Vertrauen. . Gute Freunde kennen sich, wie ihre linke Westentasche: ihr Leben, ihre Gefühle, ihre Wünsche, ihre Einstellungen, ihre guten & ihre schlechten Seiten. . Gute Freunde können „Ja“ sagen, wenn es ein „Ja“ ist; und sie können „Nein“ sagen, wenn es ein „Nein“ ist. . Gute Freunde können sich sagen, was sie aneinander mögen, und sie können sich sagen, was sie nicht so toll finden. . **🙂 Ehrlichkeit als Basis guter Beziehungen** Ehrlichkeit ist die Basis, damit Nähe und Verbindung entstehen kann. . Sich hinter Masken und (unbewussten) Lügen zu verstecken steht dieser Verbindung im Weg. . Ich glaube alle Beziehungen im Leben werden vertrauensvoller, wenn man miteinander ehrlich ist: Liebensbeziehungen, Arbeitsbeziehungen, Freundschaften und selbst die Beziehung zur Bedienung im Café. . **🍀 Dieser Abend ist eine Einführung in die Ehrlichkeit.** Du erfährst, * warum „Lügen“ mehr ist als das bewusste Verdrehen von Fakten. * wie Du im Leben mehr von dem bekommst, was Du wirklich willst, weil Du Dich auf Ehrlichkeit einlässt. An diesem Abend werden wir in kleinen Schritten Ehrlichkeit üben, auch in unbequemen Situationen. . Du nimmst praktische Ehrlichkeitsübungen mit, die Du sofort im Alltag und in Deinen Freundschaften umsetzen kannst. **🧡 Zwei Worte über Ehrlichkeit** Ich habe mich lange versteckt, wollte meine schwachen Seiten, meine Ängste, Gefühle & Unzufriedenheiten nicht zeigen – immer mit der Angst, abgelehnt zu werden. . Irgendwann stieß ich auf Radikale Ehrlichkeit und buchte ein Wochenendseminar. Es war so befreiend! . Meine Erfahrungen findest Du hier: [https://abenteuer-freundschaft.de/radikale-ehrlichkeit-erfahrungsbericht](https://abenteuer-freundschaft.de/radikale-ehrlichkeit-erfahrungsbericht) . Danach habe ich das 8-Tages-Retreat gemacht, wo es wirklich ans Eingemachte ging. . Ich habe festgestellt, dass Ehrlichkeit meine Beziehungen zu anderen Menschen deutlich verbessert. . Gleichzeitig fühle ich mich deutlich wohler, weil ich mich nicht mehr verstecke. Ich bekomme meine Probleme gelöst (weil ich darüber spreche) und meine Wünsche erfüllt (weil ich darüber spreche). . Dieser Workshop ist mein Einstiegsbeitrag zu mehr Ehrlichkeit in Beziehungen und Freundschaften. . #### 👱🏼‍♂️ Über mich: * Mein Name ist Georg Preller * Ich bin Betreiber der Seite [www.abenteuer-freundschaft.de](http://www.abenteuer-freundschaft.de) * Ausgebildeter NLP-Lehrtrainer ([DVNLP](https://www.dvnlp.de/)) & Coach * Jahrelang selbstständiger Unternehmensberater * Eigene Vita: Von schüchternen Jungen zum fitten Mann * Mehr über mich: [LinkedIn - Georg Preller](https://www.linkedin.com/in/georg-preller/) . **⏰ Die Türen sind offen ab 18:15 Uhr.** Deinen Mantel aufhängen, WC, eine Runde schwatzen und los geht's... . **❓ Darf ich wiederkommen?** Es gibt nur wenige Veranstaltungen, bei denen man wirklich miteinander ins Gespräch kommt. Hier schon, mit Tiefgang. . Einige kommen immer wieder, um die kleinen Übungen nochmals im gesicherten Rahmen auszuprobieren oder aus Neugier, wie andere ihre authentische Ehrlichkeit leben. . Das Workshopprogramm ist auch jedesmal etwas anderes - je nach Gruppe und zunehmenden Erfahrungen. . **🎒 Was bringst Du mit?** * Etwas zu trinken (z.B. deine Wasserflasche, keinen Alkohol!) * Du solltest satt sein und vorher gegessen haben * Bargeld für Wertschätzungbeitrag . **🏠 Der Veranstaltungsraum** * Wir haben einen wunderschönen Raum in Berlin Mitte * saubere Toiletten * Gut mit Öffis zu erreichen nähe Hackescher Markt * Vor Ort ist alles ausgeschildert. . **Wegbeschreibung vor Ort:** * Vor Ort ist alles augeschildert. Vorsichtshalber hier eine Wegbeschreibung * Du klingest bei Hausnummer 28 bei Kieztreff * Du gehst in den Hinterhof und dort nach links * Dort klingelst Du und es wird Dir geöffnet. * Ich freu mich auf Dich! . **👋🏽 Weitere Gruppen & Kontaktmöglichkeiten** . **✈ Telegram-Kanal: [t.me/abenteuer_freundschaft](http://t.me/abenteuer_freundschaft)** für Events, Workshops & Treffpunkte für neue Freundschaften . **✉ Freundschafts-Newsletter:** [https://abenteuer-freundschaft.de/newsletter](https://abenteuer-freundschaft.de/newsletter) Alle 4 Wochen das Neuste aus der Freundschaftsforschung; oft seltener, denn ich schreibe nur dann, wenn es wirklich etwas zu berichten gibt. . **🔥 6 Zutaten großartiger Freundschaften** Seit 2020 forsche ich, was großartige Freundschaften wirklich ausmacht. Das Ergebnis ist das 30seitige eBook: "Die 6 Zutaten großartiger Freundschaften". Du erhältst das eBook zurzeit kostenlos mit der Anmeldung zum Newsletter: [https://abenteuer-freundschaft.de/newsletter](https://abenteuer-freundschaft.de/newsletter)

Holiday Walk in Grunewald 🌿🚶‍♂️ On Monday, 25 May 2026, we’ll go for a relaxed walk through Grunewald. We start at S-Heerstraße and walk through the forest to Drachenberg, where we’ll climb up for a view over the Berlin skyline. Then we continue to Teufelssee and through the sandpit with its large dunes, before finishing at S-Bahn Grunewald. A casual meetup to meet nice people, enjoy nature, and have good conversations. 📍 Meeting point: S-Heerstraße (exact spot will be shared before the event) 💰 Contribution: Free 💬 More info coming soon. The event is for everyone. 🌿 Holiday Walk in Grunewald 🌿🚶‍♂️ Am Montag, den 25. Mai 2026, geht’s gemeinsam auf einen entspannten Spaziergang durch den Grunewald. Start ist an S-Heerstraße, von dort laufen wir durch den Wald zum Drachenberg, wo wir kurz hochgehen und die Aussicht über die Berliner Skyline genießen. Danach geht’s weiter zum Teufelssee und durch die Sandgrube mit den beeindruckenden Dünen, bevor wir am S-Bahnhof Grunewald ankommen. Ein lockeres Meetup, um neue Leute kennenzulernen, die Natur zu genießen und gute Gespräche zu haben. 📍 Treffpunkt: S-Heerstraße (genauer Ort kommt noch) 💰 Beitrag: Kostenlos 💬 Mehr Infos folgen bald. Das Event ist für alle gedacht. 🌿

Nur mit Einladung oder Club Mitglied (mit Begleitung) Starter Mitglieder haben freien Eintritt und dürfen Gäste mitbringen, die müssen aber Eintritt zahlen. Diesen Link einfach weiterleiten. Mitglieder der höheren Mitgliedschaften dürfen eine Person kostenlos mitbringen und haben freien Eintritt. The Cosmopolitan Business Club Cosmopolitan Sunset Business Club Night - VibeXchange Radisson Collection Hotel-San Ena Restaurant Important Notice: Mitglieder kommen auch ohne Registrierung immer kostenlos rein, Platz garantiert. Registrierung bedeutet keine Einlassgarantie für Nicht-Club Mitglieder, das gilt auch für nur Community Mitglieder. Nicht-Mitglieder(weder Community noch Club) die sich vorher bewerben & registrieren dürfen auch partizipieren aber wir schauen, wer zu uns passt, wir kuratieren! Nicht-Club-Mitglieder (das schliesst auch Community Mitglieder mit ein, also Newsletter Empfänger) die sich nicht mind. Einen Tag vorher registriert haben und am Abend vorbeikommen zahlen 25€ Commitment Fee Pro Person. EN Members always get in for free, even without registering; a spot is guaranteed. Non-members who apply and register beforehand can also participate for free, but we curate the event to ensure everyone is a good fit. Non-members who haven't registered at least one day in advance and arrive in the evening will be charged a €25 commitment fee per person. About the Event The Cosmopolitan Business Club is a curated business lobby for international entrepreneurs, CEOs, creatives, influencers, UGC creators, business enthusiasts, travel lovers and AI-preneurs. Music: Chill Out · Afro House, Nu Jazz Strict Dress Code: Business Attire, Cocktail What CBC Stands For Our Code of Conduct We live in a time where attention is declining, trust is eroding, and success is often pursued at the expense of integrity. CBC exists to demonstrate the opposite. CBC is a space where business and ethics belong together — proving that success is possible without sacrificing humanity or values. Our Core Principles Honesty Reliability Respect Tolerance and global-mindedness Zero discrimination (no racism, sexism, or exclusion of any kind) Professional conduct and adherence to business standards Integrity in dealing with contacts and leads Responsibility toward the community Openness to new business trends such as Influencing & AI We are global citizens and commit to living these principles consistently — without moralizing, but with clarity. Important Rules The event is for connection and VibXchange. You may of course introduce yourself and explain what you do. Religion, politics and sexual topics are not discussed at CBC after-work events. Inviting members of the CBC network into competing networks is considered unethical and will result in immediate exclusion from the club & the community. Why We Ask You to Bring the Right People CBC should grow — with the right energy and the right individuals. You contribute by inviting people who: share our values think entrepreneurially are open to meaningful exchange like to have fun Every recommendation strengthens the community. Every new person expands our collective potential. Our Commitment to You We work day and night to build CBC: marketing, partnerships, events, standards, branding and structure. We invest time, resources and reputation because we deeply believe in this concept. I personally stand behind CBC with my name and 25 years of international experience in the Travel, Yacht, Real Estate and Cybersecurity industries. My goal is to create an international space where trust, fun, values and business opportunities come together in a warm non suppressed environment. Join Us Join us Thursday from 8:30 p.m. for a decisive moment of business exchange — where experiences, ideas and visions are shared. CBC is one of Berlin’s most unique, elegant and dynamic business & Party societies. Expect a night of glitz, meaningful conversations and good vibes. Come dressed to impress and shine with your vision, motivation and hunger for innovation. Occasionally, international music influences will enrich the atmosphere. Feel free to bring trusted friends or business partners. FAQ Musik: Chill Out · Afro House Rechnung: Auf Wunsch erhaltet Ihr natürlich eine Rechnung, schreibt uns dazu an info@cosmopolitanbusinessclub.com. Invoice: Of course, you will receive an invoice upon request; please write to us at info@cosmopolitanbusinessclub.com. Strikter Dresscode: Business, Cocktail. Ein glamouröses After-Work verdient ein elegantes Outfit. Herren: elegante Schuhe. Damen: High Heels oder vergleichbar elegantes Schuhwerk. Gesamtstil: elegant & chic. Fragen gerne per Instagram: 👉 @cosmopolitan.business.club Organisiert von Cosmopolitan Business Club UG (haftungsbeschränkt) Mit der Teilnahme erklärst Du Dich mit unseren AGB einverstanden und stimmst zu, dass Fotos und Videos zu Marketingzwecken verwendet werden. FAQ Music: Chill Out · Afro House, Nujazz Strict Dress Code: Business Attire, Cocktail Style. A glamorous after-work deserves an elegant appearance. Gentlemen: elegant shoes. Ladies: high heels or comparable elegant footwear. Overall style: elegant & chic. For questions, contact us on Instagram: 👉 @cosmopolitan.business.club Legal Notice Presented and organized by Cosmopolitan Business Club UG (haftungsbeschränkt). By attending this event, you agree to our Terms & Conditions and acknowledge that photos and videos may be taken and used for marketing and promotional purposes. Terms & Conditions: https://www.cosmopolitanbusinessclub.com/terms-and-conditions Privacy Policy (GDPR): https://www.cosmopolitanbusinessclub.com/privacy-policy

Join us for the **Data Berlin Meetup**, an evening of talks, insights, and networking for the data community in Berlin. RSVP on Luma at https://luma.com/s9868ww4. **Agenda** **6:30 PM – 7:00 PM** — Registration and Networking **7:00 PM – 7:10 PM** — Welcome and Opening Remarks — Data Berlin Meetup Team **7:10 PM – 7:35 PM — Rewiring the Engine: Taming Billions of Audience Data at Scale** **Speaker:** [Adedeji Rodemade](https://www.linkedin.com/in/adedeji-rodemade/), Team Lead Data Analytics Engineering **7:35 PM – 7:40 PM — Short Break** **7:40 PM – 8:05 PM — Creating a Parallel Universe: How We Evaluate The Impact of Ad Campaigns in the Physical World** **Speaker:** [Majid Mostafavi](https://www.linkedin.com/in/majid-mostafavi/), Team Lead Data Science **8:05 PM – 8:30 PM — From Snaps to Footsteps: Experiments for Measuring Offline Impact** **Speaker:** [Mihaela Tsankova](https://www.linkedin.com/in/mihaela-tsankova-48560453/), Group Manager, Marketing Science at Snap **8:30 PM – 9:30 PM — Closing Remarks and Extended Networking** **About our host** **[Adsquare](https://www.adsquare.com/?utm_source=luma)** helps brands connect people and places in a **privacy-first** world with **location intelligence** — data and tools for planning, activation, measurement, and attribution across digital marketing and drive-to-store campaigns. **Looking for a job?** Browse data & AI roles in Berlin (updated daily): [databerlin.net/jobs](https://databerlin.net/jobs) **Want updates or more info?** Subscribe to our newsletter: [databerlin.substack.com](https://databerlin.substack.com). Follow us on [LinkedIn](https://www.linkedin.com/company/data-berlin?utm_source=luma). Join our [Slack community](https://join.slack.com/t/data-brln/shared_invite/zt-2ued0xvdu-aihzi2cKEwD_6_KDRd_1ag?utm_source=luma).

Welcome to the PyData Berlin May meetup! We would like to welcome you all starting from 18:00. There will be food and drinks. The talks begin around 18.30 and the doors will close at 18:45. **Make sure to arrive on time!** Please provide your first and last name for the registration because this is required for the venue's entry policy. If you cannot attend, please cancel your spot so others are able to join as the space is limited. **Host**: **GetYourGuide** is excited to welcome you to this month's version of PyData. \*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\* The Lineup for the evening **Talk 1: Text2SQL in the Wild — Agentic Workflows & Semantic Models on Customer Data** **Abstract**: Translating a business user's natural language question into a reliable SQL query has huge value for business analysts, but doing it accurately at scale, on messy enterprise data, for complex queries, is incredibly difficult. This talk walks through a production Text2SQL system built on four pillars: semantic models built on customer data, RAG-based semantic search, an agentic verification and correction loop for building the SQL, and an evaluation framework for the entire process. Raw schema information is not enough for text2sql to work. Rather, thorough documentation including business metrics, synonyms, and qualified example queries, are required. We'll cover how to automate this documentation pipeline by mining query logs, generating descriptions with LLMs, and organizing everything into a knowledge graph and vector search index. From there, we'll dive into the agentic flow that takes a user question and iteratively generates, validates, and fixes SQL against a live database. The agentic framework analyses syntax errors and execution results to help it fix the SQL. Participants will leave with practical takeaways on RAG architecture for structured data, agentic retry patterns, and how to think about evaluation for Text2SQL systems in production. **Speaker**: Oren Matar **Bio**: Oren Matar is a principal data scientist and algorithms developer, with a background in social sciences and Bayesian methods. He specializes in NLP and time series forecasting, as well as agentic methods for data retrieval and processing. **Talk 2: Interpreting and Communicating Statistical Models** **Abstract**: Extracting actionable insights from complex statistical models remains a challenge, as raw coefficients are often uninterpretable due to nonlinearity, interactions, or hierarchical structures. This talk introduces a unified framework for model interpretation based on the principles of the Marginal Effects project ([https://marginaleffects.com/](https://marginaleffects.com/)). We move away from internal model parameters toward quantities of interest, such as marginal effects and adjusted predictions that translate statistical output into the "natural language" of the data. We will demonstrate these concepts in Python using the Bambi interpret module, showcasing a seamless workflow for interpreting Bayesian models built on PyMC. The audience will learn how to use the four primary interpretative pillars: Predictions, Comparisons, Slopes, and Marginal Means to compute average marginal effects and visualize conditional relationships. By the end of this session, you will be equipped to turn sophisticated GLMs and multi-level models into clear, rigorous narratives that are easily communicated to stakeholders. **Speaker**: Juan Orduz **Bio**: Juan is a Mathematician (Ph.D. Humboldt Universität zu Berlin) and Principal Data Scientist at PyMC Labs. He is interested in interdisciplinary applications of mathematical methods. In particular, time series analysis, Bayesian methods, and causal inference. **Lightning talks** There will be slots for 2-3 Lightning Talks (3-5 Minutes for each) between the two main talks. Kindly let us know if you would like to present something :) \*\*\* NumFOCUS **Code of Conduct** THE SHORT VERSION Be kind to others. Do not insult or put down others. Behave professionally. Remember that harassment and sexist, racist, or exclusionary jokes are not appropriate for NumFOCUS. All communication should be appropriate for a professional audience including people of many different backgrounds. Sexual language and imagery are not appropriate. NumFOCUS is dedicated to providing a harassment-free community for everyone, regardless of gender, sexual orientation, gender identity, and expression, disability, physical appearance, body size, race, or religion. We do not tolerate harassment of community members in any form. Thank you for helping make this a welcoming, friendly community for all. If you haven't yet, please read the detailed version here: https://numfocus.org/code-of-conduct \*\*\*

Jeden Monat gibt es mal zur Frühstückszeit und mal am Abend ein Netzwerkevent, bei dem sich Clubmitglieder und interessierte Unternehmerinnen aus Berlin-Reinickendorf und Umgebung treffen zum Austauschen und Kooperieren. Jeden Monat gibt es ein Expertinnen-Interview oder einen Impulsvortrag. Networking mit Impulsvortrag und Schwarmwissen **Business Ladies Breakfast*\- Inspirationen am Morgen \- Mit Impulsvortrag*** Ein perfekter Start in den Tag für alle Businessfrauen! Stell Dir vor, Du startest deinen Morgen in einer warmen, gemütlichen Atmosphäre, in der das herrliche Aroma von frisch gebrühtem Kaffee-Spezialitäten und duftenden Brötchen den Raum erfüllt. **Impulsvortrag am 28.05.2026 um 9:00** ***„Deine Kamera macht aber tolle Bilder!“*** Diesen Satz höre ich oft – und ich schmunzle jedes Mal. Denn eine gute Pfanne kocht auch kein Gourmet-Menü von allein, oder? [Referentin: Vanessa Mertens](https://d5lsst04.na1.hubspotlinksfree.com/Ctc/Z+113/d5LSsT04/MVVztg3l7HtN6zbdmhBDCPBV3Z50p5LfdnZN5d8yQ83m2nnW7lCdLW6lZ3pvN1Zzd8MpctLDW8kFmsC4N4YDsN87L9hjPqt1DW66pYTg83pk--W6xZVsC9dCzJ5W44BB-w6lbWHsW6DtnhS4PmQgXW51QBKD6lqcrmN4M86nDkxP0PN3mhdr26YxKSW5ybn-93d6zyLW70vYfX58d-kCW1C1byN27ftYRW8dNCQs7WQGHlW4XGtLs2s15fdW2RxY3W6YtxfrW8rDC3Q9532zvW64z09z7rbx7DW5QhQZG4_3n3SVfzk8j5BhbWVW1snRZY7yBP0vW4pVtK68H6jcNW6dVCqr76v388VTYpPC55dLy2f3K3HW804 "https://d5lsst04.na1.hubspotlinksfree.com/Ctc/Z+113/d5LSsT04/MVVztg3l7HtN6zbdmhBDCPBV3Z50p5LfdnZN5d8yQ83m2nnW7lCdLW6lZ3pvN1Zzd8MpctLDW8kFmsC4N4YDsN87L9hjPqt1DW66pYTg83pk--W6xZVsC9dCzJ5W44BB-w6lbWHsW6DtnhS4PmQgXW51QBKD6lqcrmN4M86nDkxP0PN3mhdr26YxKSW5ybn-93d6zyLW70vYfX58d-kCW1C1byN27ftYRW8dNCQs7WQGHlW4XGtLs2s15fdW2RxY3W6YtxfrW8rDC3Q9532zvW64z09z7rbx7DW5QhQZG4_3n3SVfzk8j5BhbWVW1snRZY7yBP0vW4pVtK68H6jcNW6dVCqr76v388VTYpPC55dLy2f3K3HW804") Ein Bild sagt mehr als tausend Worte – aber was erzählen deine aktuellen Fotos eigentlich über dich? In einer digitalen Welt ist Authentizität die neue Währung. Ob im Business oder privat: Wir suchen keine perfekten Inszenierungen, sondern Momente, die echtes Vertrauen schaffen. Vergiss starre Posen und künstliche Kulissen. Mein Fokus liegt darauf, dich so festzuhalten, wie du wirklich bist – egal ob im professionellen Business-Kontext oder ganz unbeschwert mit deiner Familie. Ich bringe den Blick für den richtigen Moment mit, damit Bilder entstehen, die deine Geschichte erzählen. Lernt Vanessas Leidenschaft in einem spannendem Impulsvortrag kennen: Schwerpunkte : Personal Branding & Business\-Reportagen \| Event\-Fotografie \| Familien\-Reportagen \(Homestories\) \| Moderne Kita\- & Schulfotografie Herzensthema : Ich möchte besondere Momente für die Ewigkeit festhalten. Superkraft : Wohlfühl-Empathie: eine Atmosphäre zu schaffen, in der sich die Menschen vor deiner Kamera wohlfühlen Bei unserem **Networking-Breakfast** geht es um das Teilen von Erfahrungen und das gegenseitige Unterstützen. Hier findest du Gleichgesinnte, die dich verstehen und motivieren, deine beruflichen und persönlichen Ziele zu erreichen. Mit jedem Gespräch wächst das Gefühl, **Teil eines unterstützenden Netzwerks** zu sein – einer Gemeinschaft von Business Ladies, die sich gegenseitig inspirieren und stärken. Ein Morgen, der nicht nur den Gaumen, sondern auch den Geist nährt. 💡☕✨ Das Treffen moderiert: [Daniele Schütz-Diener, Club-Inhaberin](https://businessladies-only.de/ueber-uns/ "https://businessladies-only.de/ueber-uns/") Die Teilnahme ist für Mitglieder des BusinessLadies only Clubs kostenlos. Die Teilnahme kostet 10 € (netto) für Nichtmitglieder. ***Verzehr auf eigene Kosten.*** Anmeldung zusätzlich und Bezahlung bitte über diesen Link: https://businessladies-only.eventbrite.com Veranstaltungsablauf: • Begrüßung und aktuelle Informationen zum Club und zusätzliche Leistungen • Vorstellungsrunde - Bitte bereitet Euch vor, denn jede Teilnehmerin bekommt 1 Minute für Ihren Elevator-Pitch. Schwerpunkt: Wer bin ich? Was biete ich? Wen oder was suche ich? • danach lockeres Netzwerken Wir freuen uns auf Sie! - Weibliche Begleitpersonen sind ebenfalls herzlich willkommen. Alle Events findest Du unter https://businessladies-only.eventbrite.com Daniele Schütz-Diener sowie das Businessladies-only-Team [www.businessladies-only.de](www.businessladies-only.de)

**Bob on Tour – IBM Bob live erleben 💙** Wie fühlt sich ein agentischer Coding Assistant im echten Entwicklungsalltag an? Bei **Bob on Tour** kannst Du IBM Bob gemeinsam mit Expert:innen hands-on ausprobieren. In einem eintägigen, technisch fokussierten Format arbeitest Du an realistischen Coding-Aufgaben, von geführten Labs bis zur Anwendung auf eigene Use Cases. Dabei lernst Du, wie Bob Entwicklungsworkflows ergänzt, Codebasen verständlicher macht und mehrstufige Aufgaben unterstützt. **Das nimmst Du mit:** ✅ Sicherer Umgang mit den wichtigsten Bob-Funktionen ✅ Praktische Erfahrung mit agentischer Coding-Unterstützung ✅ Impulse für reale fachliche und technische Problemstellungen 👉 **[Jetzt anmelden und IBM Bob live erleben](https://luma.com/5g0x9318)**

**Berlin, let’s talk agents. 🚀** We’re bringing the local AI community together for another evening focused on the fast-evolving world of **generative AI and autonomous agents** — and how teams are turning them into practical, scalable solutions. The meetup will feature a short session on what it really takes to **operationalize AI agents**: from design and deployment to oversight, orchestration, and management in production environments. After that, the floor is yours — with plenty of time to meet other builders, exchange perspectives, and continue the conversation over food and drinks. **What to expect:** 🎤 A featured talk on building and managing AI agents in practice 👀 A closer look through live demos 🤝 Informal networking with AI practitioners, builders, and innovators 🍻 Discussions with the Berlin data & AI community over drinks and pizza Whether you’re already experimenting with multi-agent systems or just starting to explore the space, this meetup is a chance to hear how others are approaching the challenge, share ideas, and connect with peers in Berlin.

Join us for an evening on the practical side of AI agents. We'll dig into context engineering and why relevance matters more than prompt tricks, then look at what it takes to run autonomous agents safely alongside humans. Food and drinks provided — stick around after for networking. ✍️ RSVP asap as capacity is limited so grab your spot asap! 📅 **Date and Time** Wednesday, May 27, 2026 from 18:00-20:45 📍 **Location** [EBCONT office, beyond Quartier Heidestrasse, 34, 10557 Berlin](https://maps.app.goo.gl/aQGPgteqhQ2yrmx96) 📝 **Agenda** 18:00 – Doors open, arrivals and check-in 18:20 – Welcome note by EBCONT 18:30 – **Agent Builder Hope is not a strategy — relevant context for data driven agents** by Anderson Queiroz — Elastic *What are agents and context engineering? And why we think the "center of gravity" for context engineering is much more about relevance and your data than only prompts and memory management.* 19:00 – Q&A & quick break 19:15 – **Adapting to AI in Security** by Jenny Pinheiro — Tines *Best practices for autonomous AI and human interaction in the context of workflows.* 19:45 – Pizza, drinks & networking \*\*\* Invite your friends and join us for an evening of learning and networking with fellow engineers and speakers! Thank you to **EBCONT** for hosting and to **Tines** for teaming up with us on this one!

Free monthly networking for Columbus business owners. Real conversations, real connections, no forced formats. Space is limited. RSVP now. Most owners leave networking events with a stack of business cards and no plan. The best leads quietly slip through the cracks. Networking Night is a monthly meetup for Columbus business owners who want to build real local relationships, not just trade contact info. Every kind of local business welcome. No pitch round, no pressure, no awkward speed-networking. **This month** We are focused on referral relationships. Walk in with a clear idea of who refers people like you. Walk out having met a few owners whose work fits next to yours. **What to expect** Doors open at 6 PM. You get real conversation with other local owners, time to actually connect, and a short marketing lesson woven in. The room is reserved through 7:30 PM. **Who this is for** Any local business owner who wants to grow through relationships, not just paid ads. Service businesses, retail, home services, professional services, online owners building local presence, anyone serious about being part of the Columbus business community. **Not the right fit if** You are here to pitch the room or recruit for an MLM. **Details** * Last Thursday of every month * 6:00 to 7:30 PM * COhatch Easton * Free to attend, RSVP required, space is limited **About the host** Rita Suzanne is a local marketing strategist and the founder of Local Marketing Method. She runs Visibility is Profitability, the membership where local owners build the system that keeps their phone ringing, including tracking the referral relationships built in rooms like this one. Learn more at learnlocalmarketing.com. Register here: [https://www.eventbrite.com/e/local-marketing-networking-night-tickets-1988510112275](https://www.eventbrite.com/e/local-marketing-networking-night-tickets-1988510112275)

Bring your business cards and network in person with other business professionals! Gold Star Referral Clubs is one of the most established professional networking organizations in the country, with multiple groups in central Ohio. Join us!

Have a small business? Ever wish you could just ask some questions around how to grow your business, get more customers or just know what the freak you are doing with sales? Now is your chance!! Every month we are hosting the "Ask an Expert" at the Columbus Metro Library, Main campus. I will be there to answer your Sales related questions. Drop-in for sales coaching designed to help small business owners, entrepreneurs, and sales professionals sharpen their sales approach. Whether you have questions on how to refine your pitch, are looking to close deals more quickly, or are working on building better client relationships, Smashing Your Sales Goals Coaches are here to help. Drop-in to get expert insights, actionable strategies and real-time solutions to grow your business and generate higher profits. Drop-In Sales Coaching is FREE + OPEN to the public. No appointment needed. First come, first served. EPIC Learning created. Accelerate Columbus supported.

Couldn't make Knowledge? Or want to debrief the dancing robots or Autonomous Workforce? Join us for a Knowledge '26 recap, insights sharing, a couple rounds of golf, and fun at Topgolf. As always, drinks and food will be provided. More details to come — mark your calendar, RSVP, and save your spot today!

Monthly working lunch for Columbus business owners. One specific topic, one to three actions you can run this week. You can be the best at what you do and still be invisible. If local buyers cannot find you, the phone does not ring. Marketing Monday Lunch + Learn is a monthly working lunch for Columbus business owners focused on building relationships, local networking, and local marketing. Every kind of local business welcome. No pitch round, no pressure, no upsell. **This month** Most local businesses pick one or two places to be visible and call it good. The result is inconsistent calls and a feeling that marketing is not working. We will walk through the three places every local business needs to show up, plus the fourth place most owners ignore that quietly produces the warmest leads. **What to expect** Doors open at noon. Order lunch and drinks at the cafe counter or bring your own. You get real conversation with other local owners and a focused marketing lesson. You leave knowing people and with one to three actions to run that week. The room is reserved through 1:30 PM. **Who this is for** Any local business owner who wants clearer marketing direction and real local relationships. Service businesses, retail, home services, professional services, online owners building local presence, anyone serious about being part of the Columbus business community. **Not the right fit if** You are here to pitch the room or recruit for an MLM. **Details** * Second Monday of every month * 12:00 to 1:30 PM * Good Cafe Easton, 4400 Easton Commons, Ste 150, Columbus, OH 43219 * Order lunch and drinks at the counter when you arrive * Free to attend, RSVP required, space is limited **About the host** Rita Suzanne is a local marketing strategist and the founder of Local Marketing Method. She runs Visibility is Profitability, the membership where local business owners build the system that keeps their phone ringing. Learn more at learnlocalmarketing.com. Register here: [https://www.eventbrite.com/e/1989964540509?aff=oddtdtcreator](https://www.eventbrite.com/e/1989964540509?aff=oddtdtcreator)

[ECDI Pop-Up Market Official Registration Site --> https://www.eventbrite.com/e/ecdi-pop-up-market-tickets-1986071755083](https://www.eventbrite.com/e/ecdi-pop-up-market-tickets-1986071755083) Celebrate Small Business Month by shopping local for food, drinks, and handcrafted gifts! Join us for the ECDI Pop‑Up Market, a celebration of local entrepreneurs during Small Business Month. Explore delicious food and drinks, discover handcrafted goods, and shop unique items from small businesses in your community. Whether you’re looking to support local makers, discover new favorites, or pick up a thoughtful gift, this market has something for everyone. **What you’ll find at the market:** * Local food and beverage vendors * Handcrafted goods and unique gifts * A chance to meet and support small business owners in your community * An easy, fun way to discover new local favorites [SCORE Central Ohio](https://www.score.org/ "https://www.score.org/") will also be on site to talk about their small business mentorship program. **Market Vendors:** Baked Goods * Shante Makes Body Care * [Bellas Natural Beauty Products](https://www.facebook.com/Bellasnaturalbeautyprod/ "https://www.facebook.com/Bellasnaturalbeautyprod/") Clothing & Accessories * [The Krafted Kollection](https://www.thekraftedkollection.com/ "https://www.thekraftedkollection.com") * [Loayza Elegant Jewelry](https://www.loayzaelegantjewelry.com/ "https://www.loayzaelegantjewelry.com/") * [Swahili House 254](https://www.swahilihouse254.com/ "https://www.swahilihouse254.com") Food/Beverage * [Aqua Pure Central Ohio](https://aquapurecentralohio.com/ "https://aquapurecentralohio.com") * [Better Beverage](https://betterbevshop.com/ "https://betterbevshop.com") * [Cherays Banana Pudding](https://www.facebook.com/profile.php?id=61567527322952 "https://www.facebook.com/profile.php?id=61567527322952") * [Dr. May's Thai Kitchen](https://www.drmaysthaikitchen.com/menu "https://www.drmaysthaikitchen.com/menu") * [Kronchy LLC](https://www.kronchys.com/ "https://www.kronchys.com") * [Terra Mezcal Mexican Grill](https://terra%20mezcal%20mexican%20grill/ "https://Terra Mezcal Mexican Grill") Packaged Food * [Grow to Eat, Eat to Live](https://growtoeattolive.com/ "https://growtoeattolive.com/") * [Underworld Feast](https://underworldfeast.com/ "https://underworldfeast.com/")  Since 2004, ECDI has assisted Ohio’s entrepreneurs through their one-stop-shop business services model, suited to meet the needs of all entrepreneurs, regardless of what business stage they’re in. From providing capital to entrepreneurs looking to expand their businesses, to providing focused, business-specific educational opportunities to enhance entrepreneurial skill sets, ECDI works with their clients to meet their specific needs. Whether you merely have a business idea or are opening up your fifth location, we have helped more than 15,000 entrepreneurs to take advantage of the services we provide.