Digital Signal Processing

Come join us for a gentle yet powerful Seitai group practice — a space where silence, breath, and spontaneous movement meet. This is a donation-based event, so you’re free to contribute what feels right (from 0€ to (your choice)€). ✨ What is Seitai? Seitai (整体) is a Japanese practice that helps you reconnect with your body’s innate intelligence. Through subtle awareness and guided techniques, you’ll be invited to: Listen deeply to your body through Yuki (a meditative, hands-on practice of sensing and following the breath). Release hidden tension with Katsugen — allowing involuntary, spontaneous movements to arise naturally. Find balance in stillness and movement, letting your body recalibrate itself in surprising ways. Seitai is not about control or forcing; it’s about giving voice to the movements your body has been waiting to express. Sometimes this brings ease, clarity, and lightness. Sometimes it stirs up dizziness, discomfort, or emotions. Every experience is valid — and you are always free to pause or leave at any time. 🌌 Why join? Discover a practice that many find deeply transformative. Create space for release, renewal, and vitality. Explore in community, whether you’re a curious first-timer or already familiar with Seitai. 👕 Practical details Wear comfortable clothes and bring a towel and water to stay hydrated. Bring openness and curiosity. Watchers are welcome — you can simply observe, or dive into active practice. The session is guided, but the real teacher is your own body. ✨ Learn more: 🎥 Watch a short video: https://youtu.be/KF7agFE1zss?si=6UhmjwaIAfBo-_Op 📖 Read more about Seitai: https://seitaibarcelona.com/what-is-seitai/ Everyone is welcome, whether you are completely new or already familiar with Seitai. Bring comfortable clothes and an open mind. 💰 This event is donation-based, supporting the space and allowing us to keep offering it. Private one-to-one sessions are also available at an affordable price. 🌿 Step into silence, breath, and spontaneous movement — your body knows the way. PangeaHaus, Trautenaustraße 5, 10717 Berlin, Berlin, 2nd Floor, first room. https://maps.app.goo.gl/DUA4DqR7DEP5XhEy7 https://www.eventbrite.de/e/seitai-free-group-session-tickets-1982614595626? Pangea Haus e.V. 2nd floor Trautenaustraße 5, 10717 Berlin Concept and rules: https://www.systemik-im-dialog.de/ Deutsch Komm zu unserer sanften und doch kraftvollen Seitai-Gruppenpraxis – ein Raum, in dem Stille, Atem und spontane Bewegung aufeinandertreffen. Dies ist eine Veranstaltung auf Spendenbasis, du kannst also frei beisteuern, was sich für dich richtig anfühlt (von 0€ bis (deine Wahl)€). ✨ Was ist Seitai? Seitai (整体) ist eine japanische Praxis, die dir hilft, dich wieder mit der angeborenen Intelligenz deines Körpers zu verbinden. Durch subtile Achtsamkeit und angeleitete Techniken bist du eingeladen: \*Tief auf deinen Körper zu hören durch Yuki (eine meditative, praktische Übung des Erspürens und Folgens des Atems). * Verborgene Spannungen mit Katsugen zu lösen – indem du unwillkürlichen, spontanen Bewegungen erlaubst, ganz natürlich zu entstehen. \*Balance in Stille und Bewegung zu finden, während sich dein Körper auf überraschende Weise selbst neu ausrichtet. Bei Seitai geht es nicht um Kontrolle oder Zwang; es geht darum, den Bewegungen eine Stimme zu geben, auf deren Ausdruck dein Körper gewartet hat. Manchmal bringt dies Leichtigkeit, Klarheit und Entspannung. Manchmal wirbelt es Schwindel, Unbehagen oder Emotionen auf. Jede Erfahrung ist gültig – und es steht dir jederzeit frei, eine Pause zu machen oder zu gehen. 🌌 Warum teilnehmen? * Entdecke eine Praxis, die viele als tief transformierend empfinden. \*Schaffe Raum für Loslassen, Erneuerung und Vitalität. * Erkunde die Praxis in der Gemeinschaft, egal ob du neugieriger Anfänger bist oder bereits Erfahrung mit Seitai hast. 👕 Praktische Details \*Trage bequeme Kleidung und bringe ein Handtuch sowie Wasser mit, um hydriert zu bleiben. * Bringe Offenheit und Neugier mit. \*Zuschauer sind willkommen – du kannst einfach nur beobachten oder direkt in die aktive Praxis eintauchen. * Die Sitzung wird angeleitet, aber der wahre Lehrer ist dein eigener Körper. ✨ Mehr erfahren: 🎥 Schau dir ein kurzes Video an: https://youtu.be/KF7agFE1zss?si=6UhmjwaIAfBo-_Op In diesem Video [00:16] wird Seitai als eine japanische Kulturform beschrieben, die den Organismus wieder in Ordnung bringt („Seitai“ bedeutet „Körper in Ordnung“). Es basiert auf der Beobachtung der natürlichen Lebensenergie und nutzt Bewegungen wie Katsugen Undo [00:32], um die Vitalität zu fördern. 📖 Lies mehr über Seitai: https://seitaibarcelona.com/what-is-seitai/ Jeder ist willkommen, egal ob du völlig neu bist oder Seitai bereits kennst. Bringe bequeme Kleidung und einen offenen Geist mit. 💰 Diese Veranstaltung basiert auf Spenden, um den Raum zu unterstützen und es uns zu ermöglichen, dieses Angebot weiterhin aufrechtzuerhalten. Private Einzelsitzungen sind ebenfalls zu einem erschwinglichen Preis verfügbar. 🌿 Tritt ein in die Stille, den Atem und die spontane Bewegung – dein Körper kennt den Weg. PangeaHaus, Trautenaustraße 5, 10717 Berlin, 2. Etage, erster Raum. Anfahrt via Google Maps: https://maps.app.goo.gl/DUA4DqR7DEP5XhEy7 https://www.eventbrite.de/e/seitai-free-group-session-tickets-1982614595626? Pangea Haus e.V. Zweite Etage Trautenaustraße 5, 10717 Berlin Konzept und Regelungen: https://www.systemik-im-dialog.de/

This is a **shuffle** class for **beginner** and **intermediate** shufflers where we'll be working on improving your basic steps like **running man**, **t-step**, and **kicks**. **Beginners** will get the chance to learn/practise the basic shuffle steps. **Intermediate** learners will learn to vary their steps with additional arm and body movements. **What you need to bring with you:** **Shoes**: If you'd prefer not to shuffle in socks, please bring a pair of dedicated clean athletic shoes with white soles. **Water**: because Shuffling is like an intense cardio workout :) **Fee**: 10€ (in cash or paypal **after** the event) to cover the cost of the rent, because we're not doing it for profit. Teacher: Ina P.S. You're welcome to join our Telegram group where we share choreos, combos, music, etc. https://t.me/joinchat/73TM5UceauA5YmQy P.P.S. Classes at Milastr. 4 take place every Friday! Two times a month they're done by me and two times - by Ella, who has a completely different teaching style. I suggest you try both to get the best of the two teaching styles!

Distinguished guests, thou art cordially invited to a unique evening of short-form improv from the best of ImprovWorks Berlin and friends. Join in the merriment as six of our finest players create characters and relationships on the spot. What happens next is up to YOU! You'll get to put them in increasingly hilarious situations as they struggle to make it all make sense. Some people call it chaos, some people call it art. We just call it fun! Doors 19:30, Show 20:00. Advance tickets: https://www.improvworksberlin.com/shows

### **DNA. Presents "DJ WORKSHOP"** ### **Curious about DJing and ready to try it Yourself?** ‍ This beginner-friendly workshop is Your first real step behind the decks. In 90 minutes, DNA. Member CZECH STRINGS — a multi-genre DJ with 10+ years of experience — walks You through everything You need to know to make Your first mix. No prior knowledge of DJing, music theory, or equipment is required. Zero. ‍ #### **What the workshop covers:** The session starts with the essentials: what a DJ actually does, what their role is, and how it all comes together. From there, CZECH STRINGS explains the gear using the decks available at the spot as a live example, applicable to any DJ setup You might encounter in the future. ‍ #### **You will learn the core technical skills needed for Your first transition:** \* Beatmatching — how to align two tracks in tempo \* Cueing — how to prepare the next track for a seamless entry \* Track structure and phrasing — understanding how tracks are built so You know when to mix The teaching happens live from behind the DJ decks. You can follow from Your seat or gather around and watch up close. CZECH STRINGS demonstrates everything on Electronic Music, but can switch to any other genre on request. The techniques taught apply to all rhythmic music. A part of the session is dedicated to hands-on practice. You will get the chance to step up to the decks and try it Yourself. ‍ #### **Do You need to bring anything?** Nothing is required. If You'd like to bring Your own music on a USB stick, You're welcome to, but it will only work if the stick is formatted as MS-DOS (FAT) / FAT32 and the tracks have been analysed in Rekordbox beforehand. If that means nothing to You right now, don't worry. There's plenty of music ready to go. The atmosphere is supportive, focused, and hands-on. This workshop is for anyone curious about DJing who wants to understand the craft, touch real equipment, and leave with a solid first foundation. ‍ #### **Start where You are. Learn the fundamentals. Find Your sound**. ‍...for more info check out www.dna-artclub.com / follow us on IG: @nightart.club See You soon. With Love, [CZECH STRINGS](https://www.instagram.com/czechstrings/) & 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.

ComedyShorts Berlin is a fast-paced competitive improv comedy-match played like a sporting event. Two teams go head-to-head in a playful, highly interactive battle-of-wits where the audience yells out suggestions all night and votes for which team brings on the ‘funny.’ The group performs in English, and established itself as the the first English-speaking improv group in Berlin since its premiere in 2005. Tickets are only 12 eu sold through YesTicket, at 14 eu at the door. Ticket link: [https://www.yesticket.org/e/fxegY8tDXi](https://www.yesticket.org/e/fxegY8tDXi)

Forget your name and breach the system. \#\# r\-r\-rumbling bass\, pulsing grooves and catchy melodies\. Techno/Industrial/ Hip Hop Fire drinks. New Faces. Ready to Crash? 3 colour wrist bands for single, taken and ‘‘haven’t decided yet’’ guests Group of 4 / matching number groups get a free drink System Crash: All drinks with one specific spirit drop to half price very hour for 5 mins Dance Contest with prizes (1v1 / team contest) Tag your party friends and let's break the system DJ: DJ Buré If you feel the vibes and wanna support us, feel free to donate, otherwise enjoy the night and get lost in the music Guests: Bring your friends, and let's make the SH#T hit the fan

Unser Verein berlinCreators e.V. trifft sich jeden Freitag ab 18 Uhr im Makerspace. Wir haben Gruppen rund um Elektronik, 3D-Druck, Nähen, Programmieren, Retro Computer. Egal ob Anfänger oder Profi – hier seid Ihr Willkommen. Ihr könnt mit anderen fachsimpeln, Euch inspirieren lassen oder auch mit unserer Hilfe Eure ersten Projekte starten. Wenn Ihr Euch bei uns wohlfühlt und Mitglieder bei den berlinCreators werden möchtest, freuen wir uns. Kommt vorbei, lernt den Space, uns und die Möglichkeiten kennen.

Take this course to gain a solid foundation in the art of analog photography ! **WHAT WE DO** **FILM DEVELOPMENT** In this part you will learn how to mix and use chemicals to develop film. You will learn about different development techniques, such as push processing and how they can affect the final appearance of your images. **PRINTING** Once you have developed your film, it is time to print and enlarge your images! You will learn how to use an enlarger to make prints and how to use different types of paper to achieve different effects. You will also learn how to dodge and burn images to adjust exposure and contrast. **WHAT IS INCLUDED IN YOUR FEE** In the workshop is included all the material, paper, chemistry and passepartout **Come with your roll of film already shot** Time: 6+ hours Fee: 140,- € (incl. material) **WHERE WE DO IT** The course will take place in **StattLab**'s new darkroom in Berlin, right in the center of **Mitte**, just a stone's throw from the wall ! **HOW TO RESERV YOUR SPOT** You can book your spot directly from my website: [sandromosco.com/workshop-booking](https://www.sandromosco.com/workshop-booking) You can **contact me** at: [studio@sandromosco.com](http://mailto:studio@sandromosco.com/) or via social media [@sandromosco](https://www.instagram.com/sandromosco)

Join this Professional Communication session — to sharpen the skills for architectural pitches, elevator pitches, interviews. This time we meet in the Monbijou park. 💡 How it works The event is split into two parts: 1. **Communication (10 minute rounds)** – One participant answers a round of design and behavioral questions. Each other participant gets to ask him one question. 2. **Feedback Round** – The group provides feedback on communication, structure, and clarity. Constructive criticism is encouraged. 💡You will be asked: * **Light design problems** (high-level reasoning, not code) * **Behavioral questions** (“Tell me about yourself”, “Describe a challenge you faced...”) No need to prepare anything in advance — just bring curiosity and an open mind. 💡Note: location is the entrance to Monbijou park

Das Thema Angst ist nicht nur ein Thema der Psychologie. Angst kann man auch soziologisch und philosophisch untersuchen. Das soll beim nächsten Treffen geschehen.

**Combining a variety of TopRock break dance moves in the format of HIIT training, this class will be like no other you have taken! Specifically created with non-break dancers in mind, this class is fun, engaging and totally beginner friendly!** 🤸‍♀️ *What exactly is TopRock you might be asking?* Toprock is the **standup part of breakdance**. When break-dancers are showing their skills, they will often start with toprock. Beginners often find toprock to be easier than other elements of [breaking](http://%5Bhttps//www.mygrooveguide.com/dance-info/breaking/what-is-breaking%5D(https://www.mygrooveguide.com/dance-info/breaking/what-is-breaking) "breaking"), because it is done standing up. So this will be a great introduction to breaking for beginners or those wishing to expand their breakdance skills. **Taught by 3x Breakdance World Champion and Choreographer of Flying Dreams show at Wintergarten, Bboy Lou.Ease of the Flying Steps! He has also worked with contemporary dance companies such as Akram Khan Company, Wang Ramirez and Constanza Marcras / Dorkypark.** **📋 Agenda:** * *Check in will begin 15 minutes prior to class*. Please arrive on time to ensure class starts at the designated time. **💸 Cost**: *Donation based* **to help with maintaining the venue and group maintenance costs.** **👉 Other Things to Note:** * *Class will be in English/German* * *Please make sure to wear comfortable clothes you can move and sweat in. Shoes should also be comfortable, although they are not mandatory. Feel free to dance barefoot or in socks if you like.* * *Bring a water bottle to refresh between sequence breaks.* * *Changing room/clothes storage and toilets provided on site free of charge.* * ***If you RSVP and are unable to make it, please be considerate and cancel 24 hours in advance to make space for someone else.***

Stell dir vor, die kritische Stimme in deinem Kopf, die dir einredet, du seist nicht gut genug oder könntest deine Träume nicht verwirklichen, verstummt. Dies geschieht auf wunderbare Weise durch das sanfte Berühren der Access Bars®-Punkte an deinem Kopf. Die Anwendung der Bars® hat positive Auswirkungen auf nahezu alle Bereiche deines Lebens: von Körper und Beziehungen über Sexualität, Heilung und der Manifestation von Geld bis hin zur Lebensfreude, Kommunikationsfähigkeit und Kreativität. Limitierende Glaubenssätze werden auf sanfte Art und Weise aufgelöst, negative Emotionen in Kraft verwandelt. Die Wirksamkeit der Access Bars® bei Ängsten, Depressionen, ADHS und anderen psychosomatischen Symptomen ist wissenschaftlich belegt! Du hast die Möglichkeit, die Access Bars bei dir selbst, deinen Liebsten und sogar bei Klienten anzuwenden. Möchtest du herausfinden, welche weiteren Veränderungen die Access Bars bewirken können? Welche wertvolle Toolbox für Transformation du nach diesem Kurstag mit nach Hause nimmst, erfährst du auf meiner Website: https://www.i-feel-so-good.de/access-consciousness/kurse-ausbildungen/access-bars-kurs.html Bitte beachte, dass die Kursanmeldung ausschließlich telefonisch möglich ist. Bei unseren Kennenlerntreffen hast du die Gelegenheit, eine Session zu genießen und dich mit Praktizierenden auszutauschen. Wenn du ein sehr persönliches Thema in der Tiefe bearbeiten möchtest, lade ich dich ein, eine Einzelsession zu vereinbaren.

**One year of Kunstraum Heartspace:** One year of heart connections through art. Kunstraum Heartspace is a space for connection, a space where each person's creativity can interfere with the creativity of others, and a space that invites everybody to participate in this connection. For our anniversary exhibition, artists of different disciplines have been invited to explore the theme of diffraction and connection. The theme takes inspiration from the physical phenomenon of interference: When waves hit an obstacle, they will bend around the obstacle. This applies to any type of waves - water waves, sound waves, light waves. Once waves have hit the obstacle, they will connect and interfere behind the obstacle – constructively, or destructively. Connections do not always happen seemlessly. Thinking through the lense of diffraction, obstacles are a necessary component for interference and (re-)connection. Connections can teach us about the different and diffracted parts of ourselves that are yet disconnected. And: Diffraction is an absolutely necessary process in order for us to perceive the manifold colours of life – metaphorically speaking, and literally, physically speaking. A year has passed and the once newborn Kunstraum Heartspace is now entering adult life. This transition, too, does not come without obstacles – but this year has proven to be a powerful testimony of an ever-growing art community with strong and radiant hearts, making Kunstraum Heartspace a beautiful space for real connections. We are looking forward to welcoming you there!

Welcome to Sunday Tech Coffee. This is a **networking** event for those in the tech industry in Berlin. We are usually inside and to the right. Ask the barista/bartender if you can't find us.

Customer identity resolution becomes increasingly complex as organizations scale across multiple systems, regions, and data formats. Traditional rule-based approaches often fail to keep up with data variability, require constant manual tuning, and struggle with real-time processing needs. This session presents a practical approach to building a scalable identity resolution pipeline using AWS services and modern AI techniques. The architecture combines data ingestion through Amazon S3 and AWS Glue, transformation pipelines using Spark on EMR, and machine learning models deployed via SageMaker for entity matching and standardization. Graph-based relationship modeling is implemented using Amazon Neptune to improve resolution accuracy by incorporating household and shared attribute context. We will walk through how machine learning models can be used for name and address normalization, how intelligent blocking strategies improve matching efficiency, and how feedback loops can be introduced to continuously improve accuracy. The session also highlights how serverless components such as AWS Lambda can be used for orchestration and real-time processing. **SPEAKER BIO** Mosaic Syed is a Senior Data Engineering and Cloud Solutions Architect with over 20 years of experience designing and delivering scalable, secure, and high-performance data solutions across global enterprise environments. https://www.linkedin.com/in/mosaic-basha-syed-92300856 **CALL FOR SPEAKERS** Learn more: [https://www.awscolumbus.com/get-involved/](https://www.awscolumbus.com/get-involved/) **THANK YOU** *VEEAM* for hosting our meetup! To learn more about *Veeam*, please visit their website: [https://www.veeam.com/](https://www.veeam.com/) **DIRECTIONS** 8800 Lyra Dr #450 · Columbus, OH go to 4th floor. **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

We meet to learn and practice American Sign Language and to grow our familiarity with Deaf culture. Facilitated by hearing folks (with a connection to a professional interpreter) using Deaf-created content. People of all ASL skill levels are welcome! As we learn, we hope to connect more with the Deaf community in Central Ohio. Join us as you're able! Come regularly or just once - whatever you're looking for! Each meetup will explore different topics related to ASL/Deaf culture, and will feature time to practice conversation with one another. Just bring yourself and a willingness to learn!

**Important time note:** Please plan on arriving between 5:30 and 6:00 as the elevators lock after 6 and you'll need to message us and we'll need to come get you. The building address is 4450 Bridge Park The entrance is 6620 Mooney St, Suite 400 You will need to scan your ID at the door to get a visitor badge. **Abstract** TBD **YouTube Link** TBD

**TBA**

**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: This month John Lairson will share a notebook describing the Alpaca (Paper) Trading API and discuss different algorithms for evaluating stock trades. 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

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!

Join the Columbus AI community for our quarterly gathering — a casual, community-focused evening where everyone has a chance to share, learn, and connect. These open mic–style events give anyone in the community up to **5 minutes** to present a project, share a tool, pose a question, or offer a perspective on the evolving AI space. No slides required — just a welcoming space to exchange ideas and keep the local AI conversation moving. If you’d like to take the stage, message \*\*Chris (the organizer)\*\*with a **title and short description** of what you’d like to share. Whether you’re deep in the field or just getting curious, come connect with others building and exploring AI in Columbus. Sponsored by [Transform Labs](https://www.linkedin.com/company/transformlabs/) Sign up also accessible via [Transform Labs Luma](https://luma.com/transformlabshq)