Sherlock Holmes

Welcome to the PyData Berlin February 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: How Data (Science) is Transforming Professional Sports** **Abstract**: From Moneyball's linear regression revolution to AlphaGo's Move 37, data science has fundamentally reshaped how we understand and play sports. This talk explores three key dimensions of this transformation: first, how analytics revolutionized scouting and training—from the Oakland Athletics' 20-game winning streak to Liverpool FC ending their 30-year championship drought through data-driven player selection. Second, how machine learning and real-time tracking systems have changed gameplay itself, making the mid-range jump shot obsolete in basketball and revealing chess strategies that had eluded grandmasters for thousands of years. Finally, we'll examine the darker consequences, including how ML-powered microbetting has transformed sports gambling into a $149 billion industry that resembles slot machines more than traditional wagering. This talk offers insights spanning baseball, soccer, basketball, chess, and Go - demonstrating how data science doesn't just optimize existing strategies, it fundamentally questions the assumptions entire sports were built upon. **Speaker**: Kaan Isik **Bio**: Kaan Isik is a Data Scientist at GetYourGuide where he works on the Activity Ranking team. As a member of this team, he focuses on developing and optimizing the learn-to-rank deep learning model that powers real-time activity recommendations for millions of travelers worldwide. His work directly impacts how users discover activities across GetYourGuide's platform, making their travel planning more personalized and efficient. **Talk 2: Can Foundation Models outperform classic ML on structured data? Hands-on experience with TabPFN** **Abstract**: LLMs excel at generalising over text data, but cannot reliably predict outcomes from spreadsheets and databases, which drive most critical decisions across medicine, finance, science and virtually all industries. In this talk, we will showcase how TabPFN, Tabular Foundation Model developed by Berlin-based Prior Labs, successfully generalises over structured data problems, beating classic ML with win rates ranging from 100% to 87%. **Speaker**: Diana Kriuchkova **Bio**: Diana is leading Product at Prior Labs. She is a part of the team developing TabPFN, a foundational model for tasks on structured data. TabPFN was published in the 2025 issue of Nature journal, and has shown to beat classic ML methods like XGBoost in >80% of cases. Diana's former background is in machine learning, and she spent last years leading product at developer-focused startups in Berlin. **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 \*\*\*

An inspiring, high-energy meeting of public speaking, connection, and personal growth in the heart of Berlin. **Mercury Toastmasters Berlin** invites you to our weekly meeting at our new home at **Das Center, Potsdamer Platz**, in the stunning **Historic Imperial Breakfast Hall**. *Experience the **power of prepared speeches** loaded with bold ideas, participate in our **dynamic Impromptu Session**, and **gain valuable insights** during our feedback segment.* *Leave with practical tools, fresh ideas, and renewed inspiration.* *Whether you want to speak up at work, boost your presence, or just meet inspiring people, you’ll feel at home at Mercury Toastmasters Berlin.* *** **[What to Expect:](https://mercurytoastmasters.de/find-toastmasters-meetings-in-berlin/)** ✨ A supportive space to speak, grow, and connect 🎤 Engaging prepared speeches ⚡ Fun, fast-paced impromptu speaking challenges 💬 Feedback session you can actually use 🌍 A friendly, international crowd (around 25–30 people) **Schedule** (times may vary) ⏰ 19:15 - Doors open & networking 🎙️ 19:30 - Prepared Speeches 🏓 20:35 - Impromptu Session (Guest welcome to join) ↩️ 21:00 - Constructive feedback 💬 21:30 - Food, drinks & relaxed socializing **No experience needed.** ***Come curious. Leave energized.*** *** **🤙 [Hear it from our members:](https://maps.app.goo.gl/eRtvR9DRNqU9WZQn7)** *“You can sharpen your public speaking skills and gain tons of confidence, while having fun and making new friends. Mercury is well-structured, fun, and affordable.”* — *Therese Pitt* *“Mercury gave me a safe place to speak, create, and grow. I love the multicultural vibe and supportive community. It’s the best place to learn and have fun.”* — *Krisztina Linka* *** **[Did You Know?](https://mercurytoastmasters.de/about-mercury-toastmasters-berlin/)** Toastmasters is where people go to get better at speaking—and grow into confident communicators and leaders. Today [Toastmasters ](https://mercurytoastmasters.de/about-mercury-toastmasters-berlin/)has 350,000+ members across 16,000 clubs in 143 countries. And [Mercury](https://mercurytoastmasters.de/find-toastmasters-meetings-in-berlin/) is one of the best places to experience it. So bring your curiosity, your energy—and just be yourself. Whether you’re just starting or ready to level up, there’s a place for you here. *** **[Wondering what you get as a member?](https://mercurytoastmasters.de/membership-mercury-toastmasters-berlin/)** Think expert feedback, real-world speaking practice, and a supportive crew that’s got your back. [See you Wednesday night! 🎉](https://mercurytoastmasters.de/find-toastmasters-meetings-in-berlin/)

Welcome to an intimate and powerful breathwork experience inspired by Holotropic principles. We create a safe, grounded and transformative environment for emotional release, clarity and deep inner connection. This circle is limited to **4 participants** to ensure personal guidance, emotional safety and comfort. *** ## **Session Structure** **1\. Welcome & Introduction \(30 min\)** * What Holotropic-inspired breathwork is * How the session works * Safety guidelines and recommendations for a free, supportive experience **2\. Active Breathwork Journey \(90 min\)** A deep breathing experience guided by a carefully curated musical sequence designed to support inner exploration. During this phase, participants may experience: * Body sensations, shaking, warmth, spontaneous movements * Emotional release (crying, laughter, sighs) * Images, memories, visions or states of expanded awareness **3\. Integration Circle \(60 min\)** A voluntary space to share and express your experience Suggestions for emotional and somatic integration Compassionate support, presence and grounding **Total duration: \~3 hours** *** ## **What to Bring** Please bring the following for comfort and immersion: * **Comfortable clothing** * **Eye mask** * **Water bottle** * **Blanket** * **Pillow / cushion** * **Yoga mat** (We have a few extra items if needed.) *** ## **Contraindications** Not recommended for people with: Cardiovascular conditions, epilepsy, pregnancy, recent major surgeries, or severe psychiatric diagnoses. If you’re unsure, feel free to message us. *** ## **Who We Are** We are **Paula & Javi**, certified breathwork facilitators and founders of **Holostar33**. To learn more about us and hear testimonials from other customers, follow us on Instagram: @holostar33 We are new in Berlin and building a conscious community centered around breathwork, embodiment and healing. We look forward to breathing with you. **Holostar33 – Transformational Breathwork & Community**

Come along, grab a coffee, shut up, and write! We will do at least two sessions of each 45 minutes of writing and two breaks. We will start the first writing session at 10:15. For space reasons, we are limited to a certain number of attendees, so please update your RSVP if you can't come. We are typically by the large windows facing the U-Bahn entrance. If you are new, come and say hello, as we know that suddenly going quiet for 45 minutes and staring at that blank page can be intimidating when it's your first time. We have a lot of long-term regulars who will be happy to help you feel welcome. In between sessions, we have a Telegram chat: https://t.me/joinchat/ERW3pxD5kfELGeWs9SUhjw For more information, visit [https://shutupwrite.com](https://shutupwrite.com/).

THERAPEUTISCH ❤︎ Asana Basics THERAPEUTISCHES YOGA mit monatlichen Fokus: JANUAR ❤︎ Asana Basics FEBRUAR ❤︎ unteren Rücken MÄRZ ❤︎ Schulter, Nacken, oberer Rücken APRIL ❤︎ Schulter + Asana Basics MAI ❤︎ unteren Rücken ... REFERENZEN 'Ich wollte Dir/ Euch auch nochmal für die tollen Stunden danken! Ich habe Skoliose und ein Myofasziales Schmerzsyndrom in der linken Schulter und kann mir (seitdem ich bei euch Yoga praktiziere) den Gang zum Physiotherapeuten sparen! Das hat seit einigen Monaten wirklich mein Leben verändert und dadurch habe ich auch weniger Schmerzen/ Stressrelease - danke dafür! <3 Liebe Grüße, Sophia'

NEW STARTING TIME: 18H30! Come along, grab a coffee or other drink, shut up, and write! We will do at least two sessions of each 45 minutes of writing and two breaks. We will start the first writing session at 18:45. And don't forget to **order drinks to support the place and its amazing owner** who hosts us! *Please **update your RSVP if you can't make it**, so that other people on the waiting list can join. **I will prioritize other people's registration if someone does not show up twice without updating their RSVP.** * Looking forward to see you at the meetup! In between sessions, we have a Telegram chat: https://t.me/joinchat/ERW3pxD5kfELGeWs9SUhjw For more information, visit https://shutupwrite.com.

Hi everyone, I’m putting together a small, free experimental group for artists in Berlin who feel creatively stuck, blocked, overthinking, disconnected, or burned out. It’s called Creative Block Lab. The idea is to create a thoughtful, hands-on space where we don’t just talk about creative block, but explore it together in real time. Across three sessions, we’ll share experiences, try simple exercises, spend some time working on our own creative projects, and reflect on what’s actually happening as it happens. The intention is to understand our patterns more clearly and experiment with small shifts, without pressure or productivity talk. This is part of a longer project I’m developing around creativity and artistic process, and I’m curious to see what might grow from it as a real artist community over time. For a bit of context: I’m Cuau, a filmmaker and artist based temporarily in Berlin, and I’m currently building a project called The Poetic Toolbox, which explores creativity, creative block, and inner patterns through a mix of reflection, experimentation, and real conversations with artists. Details: •⁠ ⁠Free •⁠ ⁠Small group (6–10 people) •⁠ ⁠Three sessions •⁠ ⁠90 minutes each •⁠ ⁠English •⁠ ⁠Berlin-based •⁠ ⁠Start date likely mid-February •⁠ ⁠Session dates will be decided together with the group to make sure everyone can attend If this resonates, you can read more and apply here: https://docs.google.com/forms/d/e/1FAIpQLSdsjkrPF4BFogvBE_DqgghsoFi2Qh1jZuHm1wCeaHqaXjq36A/viewform?usp=sharing&ouid=117663435027262229150https://docs.google.com/forms/d/e/1FAIpQLSdsjkrPF4BFogvBE_DqgghsoFi2Qh1jZuHm1wCeaHqaXjq36A/viewform?usp=sharing&ouid=117663435027262229150 Feel free to comment or DM me if you have questions.

*Trialing a new location now that Brewdog has closed, please bear with us while we get back on our feet :)* Hi folks, this is the special meetup group for the weekly Sunday Blood on the Clocktower games in Berlin, currently at BRLO Brwhaus near Potsdamer Platz. We run beginner-friendly and intermediate-level games throughout the afternoon and evening. **Friendly newcomers of all skill levels are welcome, no experience required!** Our group aims to provide a fun and welcoming space to experience this thrilling game of social deception. **We focus on promoting a positive and fun group atmosphere, where players don’t take themselves or the game too seriously, whether they’re heroically winning or spectacularly losing.** Our players follow the code of conduct for the Berlin Board Gamers group and are expected to treat each other with respect and consideration – “killing with grace, and dying with dignity”. We are usually able to offer two simultaneous games on Sundays. If you are marked as "attending" in Meetup and are in your seat at 15:00, your place is guaranteed for as long as you want to stay. All other seats are first come, first served. We always run at least one beginner-friendly game of the basic version of Clocktower ("Trouble Brewing") throughout the afternoon and evening. We also usually have enough players for a second intermediate-level game. If you are already very familiar with Clocktower, consider also joining our Tuesday meetup for advanced players, when we play with complex custom scripts and characters. Blood on the Clocktower is a deep, mechanical game of murder and mystery, lies and logic, deduction and deception… think Werewolf on steroids. Each player receives a unique secret role and plays either for the good team – the uninformed majority, gathering info and working with others to solve the puzzle – or the evil team, the informed minority, scheming to eliminate good players and protect their demon from execution. In our beginner games no prior experience is expected and we will gladly explain the game rules to any newcomers. We play in English so players should be able to understand and express themselves in English: an exception is possible for one pair of players willing to play together (as a “Revolutionary” pair) where one player can interpret into and out of English. Please let us know in advance if this is the case.

Forge alliances, lay false trails, spin lies and expose them – welcome to the Social Deduction Night at Irrlicht! 7pm til late =) Veterans and complete beginners are welcome! Depending on your experience level, we will choose the appropriate script. Rules will be explained on the spot – for those who dont know the rules, please make sure to arrive 15min before, so we can start on time.

Group members are welcome to visit the silent film ZEMLYA at the Luisenkirche. I will be doing silent film accompaniment on the Reil organ. Free entrance! Best wishes, hopefully see you there!

📌 LOCATION UPDATE 📌 The library informed me that their space won’t be available on this date. Which means we’ll be meeting at the café instead! **📍Location:** * We meet at the Iska Cafe at Kalckreuthstraße 7, 10777 Berlin. There is no pin at the google maps yet, so please just come directly to the location and find us at the right door at Erdgeschoss. * 🚇 **U1\, U2 Wittenbergplatz \|\| U1\, U2\, U3\, U4 Nollendorfplatz** * 🚌 **106\, 187\, M19\, M29 An Der Urania \|\| M46 Motzstraße** \-\-\- Welcome to **I WRITE**, a gentle space for anyone who wants to write—quietly, freely, and without judgement. We are a Berlin community of writers who gather together weekly to write, talk and recharge after a long week. Some of us journal, some write novels, some do academic writing, many people come without a project in mind and see where the inspiration flow takes them. This is a space to simply show up and write, a safe place to be yourself and to release all your layers onto the paper. There’s no set topic, no feedback circle, and no pressure. Just warm people, a calm atmosphere, and time dedicated to yourself. 🗓️ **Agenda:** * 14:30 - 15:00 **→** 30 min arriving, optional socialising (arrive early, meet other writers) * 15:00 - 16:00 **→** 1 hour of silent writing (headphones welcome, focus encouraged) * 16:00–16:30 **→** 30 mins break + optional chat or solo time (stay and chat or go celebrate the rest of your Saturday) * 16:30–17:30 → 1 more hour of silent writing (for those staying) * 17:30–18:00 → 30 mins of chat, and leaving 🎒 **Bring:** * Something to write with (laptop, notebook, phone, typewriter… anything goes) * Something to drink (there is no cafeteria, unfortunately) * Your current project or a blank page * Yourself, exactly as you are **👉 Responsibility:** * Our location is limited; thus, I am kindly asking you to RSVP only if you are willing to attend. **About me:** Hi, my name is Anastasia. I started this writing club back in May 2025. Since then, it has been hosted weekly at the Heinrich Schulz Library (who is kind enough to allow us to use this room for free). Over this time, I’ve been privileged to meet some of the most creative and kind minds in Berlin. And I would be happy if you joined us. Whether you're an experienced writer or just at the beginning of your journey, you're welcome. If you know how to hold a pen or how to type, there will always be a space for you. Let's write together!

Who is in the mood for some quiet togetherness while catching up on their reading? Let’s enjoy literature or non-fiction together and come to our Reading in Companionable Silence meeting on Saturday. While Nathania is away, Fady will welcome members and there is time to socialize and to order some food or a beverage - ca. 30 min. Then we read for an hour in silence. After that - time to exchange impressions, suggestions, ask questions and generally have a good time. There might be a break in the middle in order to allow for more drinks, a bathroom break etc.

Hello fellow writers, This is our Sunday meet-up at café Peppe. Come along, grab a coffee, shut up, and write! There will be two sessions of writing, each lasting 45 minutes, and two breaks. \- The first writing session will start at 10:45 am\. \- Second session will start at 11:45 am\. PS: We have limited space of 18 peoples. Please sign up accordingly. See you all on Sunday (February 15th).

Join us for The Fisherman by John Langan. In upstate New York, in the woods around Woodstock, Dutchman's Creek flows out of the Ashokan Reservoir. Steep-banked, fast-moving, it offers the promise of fine fishing, and of something more, a possibility too fantastic to be true. When Abe and Dan, two widowers who have found solace in each other's company and a shared passion for fishing, hear rumors of the Creek, and what might be found there, the remedy to both their losses, they dismiss it as just another fish story. Soon, though, the men find themselves drawn into a tale as deep and old as the Reservoir. It's a tale of dark pacts, of long-buried secrets, and of a mysterious figure known as Der Fisher: the Fisherman. It will bring Abe and Dan face to face with all that they have lost, and with the price they must pay to regain it.

Join us as we get together to see the steamy-romance-period-drama, WUTHERING HEIGHTS. Director Emerald Fennell gives us her take on the romance between Heathcliff and Catherine Earnshaw from the classic Emily Bronte novel. Here’s a description, trailer and plan for this event: DESCRIPTION: The film tells a passionate and tumultuous love story set against the backdrop of the Yorkshire moors, exploring the intense and destructive relationship between Heathcliff and Catherine Earnshaw. The film is directed by Emerald Fennell (Promising Young Woman, Saltburn) and is loosely based on the classic novel by Emily Bronte. It stars Margot Robbie, Jacob Elordi, Alison Oliver, Owen Cooper and Hong Chau! TRAILER: https://www.youtube.com/watch?v=3fLCdIYShEQ BUZZ & REVIEWS: The film is earning a solid 70% positive rating on Rotten Tomatoes, where critics say, “The Oscar-winning British filmmaker crafts a sumptuous bad romance that’s quite haughty, darkly hilarious and ultimately heartfelt.” Others call it a “sexy, exhilarating and visually stunning adaptation of the classic novel by Emily Brontë.” We’ll see for ourselves on Friday! PLAN: Purchase your ticket for the 7:00pm showing and meet inside the theater lobby between 6:30 and 6:45pm! Advance ticket purchase not required for this theater but early arrival is advised! Be sure to mention you’re with the Movie Group for admission and concession discounts! Immediately following the movie, don’t miss the best part of the night – food and drinks at the nearby Rusty Bucket! For those new to the theater, parking is available in the lot near Brassica, which will put you conveniently right between the theater and restaurant! Look forward to seeing you there, Dan

This is not just a money class. This is a restoration space. The I AM Worthy of Ownership™ Path is a 12-step, sister-centered journey for women who are ready to build financial stability without shame, fear, or pressure—and to do it in a way that honors both wisdom and the spirit. Many women don’t struggle with money because they lack discipline or intelligence. They struggle because of unhealed experiences, survival patterns, and the quiet belief that they are “behind” or “disqualified.” This series gently challenges those beliefs while offering practical tools for peace, clarity, and long-term planning. Together, we will talk honestly about: Releasing shame and money anxiety Building stability as a form of self-respect and spiritual discipline Understanding money as a tool, not a source of worth Managing debt with clarity instead of condemnation Preparing for life’s unexpected moments without fear Laying a calm foundation for future ownership and legacy Each session blends practical financial education with reflection, conversation, and encouragement. There is no pressure to share personal numbers or experiences. You are welcome to speak, journal quietly, or simply listen. This is not about hustle. This is not about perfection. This is about alignment, wisdom, and peace. Who this series is for: Women who are starting over or rebuilding Women who want stability without stress Women preparing for future ownership or housing decisions Women who want their financial lives to reflect wholeness, not fear No prior financial knowledge is required. Come as you are. Bring a notebook. Leave a little lighter than you arrived. Light refreshments will be served along with 30 minutes of networking.

Join us for an hour of writing! We’ve discovered that it’s strikingly helpful to write with other writers. See if it’s true for you at 7:00pm on Wednesday, February 11 at Streetlight Guild. Be it a book, blog, script, essay, dissertation, resume, melody, poem or just plain work stuff, you are invited to write it with us. No one will see what you've written or give you unsolicited advice. Instead of just thinking about writing, come and get some real writing done. **SCHEDULE:** 6:45ish - Quick introductions 7:00 - Timer starts: write for 1 hour 8:00 - The End **OPTIONAL SOCIALIZING** happens before and after the writing hour. Writing is very solitary. Connecting (and sometimes even commiserating) with other writers is a cool thing. **BEING LATE IS OKAY:** just show up and get settled! If you were on time, please be willing to make room for the friendly latecomer. Happy writing & I look forward to seeing you at Streetlight Guild! **WHAT SHOULD I BRING?** Whatever you need to be able to write! You're welcome to bring earplugs/headphones if noise will bother you! **OTHER IMPORTANT DETAILS:** * **RSVP:** Please RSVP by 6:00pm the evening of the meeting. This helps me know how many to expect, and if we'll need additional space! * **COVID:** While masks are not required, please be mindful of the other writers around you and their comfort levels. * **WIFI/OUTLETS:** Outlets are limited, so please ensure your devices are charged when you come! But Streetlight Guild does have free WiFi! Yay! * **PARKING:** There is free public parking at Streetlight Guild.

Join us at **Unity of Columbus** for *Spa for Your Soul*, a restorative and inspiring workshop designed to nourish your spirit, awaken your inner wisdom, and reconnect you with the sacred rhythm of life. Drawing from the rich spiritual insights of **Matthew Fox** and the timeless theological wisdom of **Thomas Aquinas**, this workshop invites participants into a deeper experience of spirituality rooted in compassion, creativity, and divine presence. Together, we will explore spirituality not as something distant or abstract, but as a lived, embodied experience—one that honors joy, justice, beauty, and the inherent goodness of creation. Through guided reflection, gentle spiritual practices, discussion, and contemplative moments, *Spa for Your Soul* offers a sacred space to release stress, renew clarity, and remember the divine spark within. This is an opportunity to pause, breathe, and tend lovingly to your soul—much like a spa experience, but for your inner life. Whether you are seeking spiritual refreshment, deeper understanding, or simply a peaceful space to be present, this workshop welcomes you exactly as you are. **Come, rest, reflect, and renew—your soul deserves it.**

**Our February novel is: Julia by Sandra Newman** **This month is a classic, dystopian, fiction, literary fiction, women’s fiction, and science fiction novel. The book is 394 pages in print and 14 hours and 20 minutes on audiobook.** **An imaginative, feminist, and brilliantly relevant-to-today retelling of Orwell’s 1984, from the point of view of Winston Smith’s lover, Julia, by critically acclaimed novelist Sandra Newman.** Julia Worthing is a mechanic, working in the Fiction Department at the Ministry of Truth. It’s 1984, and Britain (now called Airstrip One) has long been absorbed into the larger trans-Atlantic nation of Oceania. Oceania has been at war for as long as anyone can remember, and is ruled by an ultra-totalitarian Party, whose leader is a quasi-mythical figure called Big Brother. In short, everything about this world is as it is in Orwell’s 1984. All her life, Julia has known only Oceania, and, until she meets Winston Smith, she has never imagined anything else. She is an ideal citizen: cheerfully cynical, always ready with a bribe, piously repeating every political slogan while believing in nothing. She routinely breaks the rules, but also collaborates with the regime when necessary. Everyone likes Julia. Then one day she finds herself walking toward Winston Smith in a corridor and impulsively slips him a note, setting in motion the devastating, unforgettable events of the classic story. Julia takes us on a surprising journey through Orwell’s now-iconic dystopia, with twists that reveal unexpected sides not only to Julia, but to other familiar figures in the 1984 universe. This unique perspective lays bare our own world in haunting and provocative ways, just as the original did almost seventy-five years ago.