Digital Signal Processing

**Demo Drop** 🔊 **@ Bohnengold --** We'll be hosting a longer, more relaxed session this week. Come and share a demo that you're currently working on or share a completed track with our community and get feedback in a friendly and supportive setting. Or just come and socialise and listen to the latest works from other producers. You can register to share some music here: https://forms.gle/xaF7sPBNpjAVPeY98 Note: * IF YOU'RE SHARING MUSIC, YOU MUST CHECK IN WITH THE HOSTS WHEN YOU ARRIVE TO CONFIRM YOUR SIGN UP! * Due to time limitations, we might not be able to play all tracks. * Long tracks will be faded out at 5 minutes **Agenda:** 7pm - Arrive, socialise and network 7:30 - Begin the Demo Drop sharing session 10/11pm - Bohnengold DJ sets to follow We’re very excited to host another event at **Bohnengold**. They have an amazing club space with a fantastic sound system. We will be running a longer event this week until Bohnengold DJs come on at 11pm. Note: Bohnen Gold will be opening an hour early for our event so any drinks purchased will help cover the extra staffing costs for the venue. This is a free event for our community. It is open to producers of all genres, skill levels, and backgrounds. Whether you’re an experienced producer or just starting out, it’s a welcoming space to connect with others, exchange ideas, and find inspiration. All genders, ages, genres, and DAWs are welcome. Invite friends or collaborators if you like, and help us continue building Berlin’s vibrant community of music producers. We look forward to seeing you there. Stay connected: Telegram group: [https://t.me/musicproducersberlin](https://t.me/musicproducersberlin) Instagram: [@musicproducersberlin](https://www.instagram.com/musicproducersberlin/)

## DNA. presents ''SHUFFLE FUSION'' **A smooth Dance Style connected to Electronic Music** This workshop guides You through the numerous facets of shuffle movements and shows You how to connect them into choreographies. Lead by our two amazing community members & Your new Shuffle Teachers Marcel & Dani Ospina - talented shuffle teachers that started shuffling at a very young age and leads this class with his experience connected to a lifetime of passion. ‍ Wednesdays (weekly, regular)- Marcel & [Dani](https://www.instagram.com/daniospina20?igsh=bnBrM3BxY2xuNnll) ‍ ##### *Try something new and experience an energetic dance style full of passion and great rhythms.* See Us Soon. Love, Marcel, Dani & DNA. *** ...for more info check out www.dna-artclub.com / follow us on IG: @nightart.club ______ \*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.

An International Event for everyone around the world looking at starting an online business to create a reliable side income or future-proof existing earnings ⚠️ **Important:** You must click the registration link in advance — selecting “Attend” on Meetup alone will NOT give you access. ***Click here > https://www.podlaunchpro.com/webinar*** to register in advance of the workshop start. *Please note : The zoom link allows you to register in advance and the workshop zoom link is emailed to you. Please join the event a few minutes before it starts.* Want to start an online income stream — without stock, design skills, or big upfront costs? Print-on-demand has become one of the simplest ways to launch an online business — and with AI, it’s now faster and more accessible than ever. In this live session, you’ll see how ordinary people are creating and selling products online using simple tools and proven methods — without needing to be technical or creative. \*\*\* \#\# 👀 What you’ll learn • How AI can help you create designs and product listings • How to find niches and keywords people are already buying • Why Etsy remains one of the easiest places to start • The exact steps to go from idea to live online store No fluff. No theory. Just a clear, practical walkthrough of how this works today. **\*\*\*** **About your host** Led by Nigel Wymer — a print-on-demand mentor with 16+ years in e-commerce and a proven track record selling on Etsy. Featured on Can You Make £10K in 10 Days?, where print-on-demand was selected as one of the simplest business models to get started. \*\*\* **Who this is for** • Complete beginners exploring online income • Anyone looking for a flexible side hustle • Existing sellers wanting to simplify and scale with AI No experience needed — everything is explained step by step. ⚠️ **Important:** You must click the registration link in advance — selecting “Attend” on Meetup alone will NOT give you access. ***Click here > https://www.podlaunchpro.com/webinar*** *Please note : The zoom link allows you to register in advance and the workshop zoom link is emailed to you. Please join the event a few minutes before it starts.* The Adapt and Thrive Events Group wholeheartedly supports the policies and principles of Meetup. We make no guarantees and we do not offer financial services or assurances. All our Meetup Events are FREE to attend.

Du willst cool aussehen, wie du über den Boden schwebst oder einfach die Basics für Shuffle (Cutting shapes) lernen? Dann komm vorbei! 👟💥 Keine Angst wenn hier nur wenig Anmeldungen sind, über die WhatsApp-Gruppe sind immer einige andere Leute da 😉 (du bist also nicht allein) Level: Beginner/Intermediate 🙋🏽‍♂️ Teacher: Chris (🇩🇪/🇬🇧) 💰 Price: 15,-€ 💶 Payment: PayPal (QR Code) / Cash Pay in person - payment upon arrival (PayPal QR Code)

Welcome to **ChessBar Events! 🍻♟️** We host **weekly chess tournaments** in different bars across the city — the perfect mix of strategy, drinks, and good vibes. The tournament is organized directly through our **ChessBar app**, where you can see your next opponent, enter results, and gain ranking points throughout the season. ✨ **What to expect** \- 5 games in **rapid format** (10 minutes per player) 🕹️ **\- Free entry** 💸 **\- Open to all levels** \- Up to 32 players can participate \- No need to bring a board or pieces — we provide all the material\! **How to join** 📲 Please make sure to **register through the ChessBar app** (signing up on Meetup alone is not enough). 👉 [https://onelink.to/chessbar-s](https://onelink.to/chessbar-s) 🌐 **More info** Website: [www.chess-bar.com](https://www.chess-bar.com/) Instagram: [@chess___bar](https://www.instagram.com/chess___bar/)

**Liebe Finanzfreunde,** 🌞🌳 Was gibt es Besseres, als sich an der frischen Luft zu bewegen und gleichzeitig über spannende Themen rund um Finanzen zu sprechen? Wir laden euch herzlich dazu, gemeinsam durch einen schönen Park zu spazieren und uns über verschiedene Finanzthemen auszutauschen. Egal, ob du neu in der Welt der Finanzen bist oder schon fortgeschrittene Kenntnisse hast, du wirst die Gelegenheit haben, neue Leute kennenzulernen, dein Netzwerk zu erweitern und neue Inspirationen zu erhalten. **Themen, über die wir sprechen werden:** * Finanzielle Freiheit * Anlagestrategien bei Aktien * Kryptowährungen * Immobilieninvestitionen * Offene Fragen und persönliche Erfahrungen **Ablauf:** * 18:30 Uhr: Treffen und Begrüßung * 18:45 Uhr: Start des Walk and Talk * ab 19:30 Uhr: Gemeinsames Sitzen bei einem Lokal um bei einem Bier oder einem anderen Getränk weiterzudiskutieren Bringt eure Fragen, Ideen und gute Laune mit! Wir freuen uns darauf, mit euch einen inspirierenden Abend zu verbringen. **Treffpunkt:** Stülerstraße 8-10, 10787 Berlin Wir treffen uns draußen in der Nähe der Koreanischen Botschaft und dann laufen zusammen Richtung Tiergarten. Beste Grüße, Euer Aktien für Alle Team ========================================== **Wer wir sind:** Wir sind eine vielfältige Gruppe von Menschen, die entdeckt haben, dass strategisches Aktienhandeln für jeden zugänglich ist. Unser Ziel ist es, unsere gemeinsame Erfahrung zu teilen und Anfänger im Aktienhandel zu inspirieren, sich sinnvoll und emotionsfrei zu investieren. Wir glauben fest an das Konzept des gegenseitigen Lernens – indem wir dir helfen, lernen auch wir von dir, und schaffen so eine Win-Win-Situation für alle. **Was wir glauben:** * Erfolgreiches Aktienhandeln ist keine exklusive Domäne für Finanzexperten. * Das Verstehen von Aktien und das Treffen informierter Anlageentscheidungen ist für jeden erreichbar. * Du benötigst keinen Abschluss in Betriebswirtschaft, um die Prinzipien der Wertanlage zu verstehen. * Technische Aktienanalyse ist nicht nur für Finanzprofis gedacht; es ist eine Fähigkeit, die du erlernen kannst. **Über die Meetup Gruppe:** Shuying hat Mitte 2023 selbst ihren Weg zur erfolgreichen Anlegerin gefunden – von frustriert und überfordert zur begeisterten Aktieninvestorin mit Fokus auf Chartanalyse. Begeistert von die Methode von Raik Mandel gründete sie diese Meetup-Gruppe, um andere auf ihrem Weg zu mehr Selbstvertrauen, Klarheit und finanzieller Freiheit zu unterstützen. **Über Raik Mandel:** Raik hat mehr als 25 Jahre Erfahrung als Bauunternehmer, Immobilieninvestor und Aktionär. Seine Leidenschaft hat sich inzwischen mehr auf die Börse verlagert, da dies weniger Zeitaufwand erfordert, flexibler ist und auch in fallenden Märkten Gewinne ermöglicht. Er hat sich auf einfache Aktienanalysen mithilfe der Chartanalyse spezialisiert. Raik war langjähriges Mitglied im IIC (Immobilien Investment Club), ist Mitglied im IVD (Immobilien Verband Deutschland), im VTAD (Vereinigung technischer Analysten Deutschlands e. V.). Neben Aktien und Immobilien sind IPO's, Optionen und Kryptowährungen auch relevante Themenbereiche. Video: [Meistere den Aktienhandel](https://go.vermoegens-akademie.de/meistere-den-aktienhandel/#aff=rendite-coaching) Website: [https://www.rendite-coaching.de/](https://www.rendite-coaching.de/)

🕢 Doors open at 18:30 and sessions start at 19:00. Freestyle vocal workout at and play session. €8-20 😌 Flow is a state of being… an experience when you allow yourself to be 100% fully engaged in the present moment in a feedback loop between clarity and satisfaction. It is an undeniable sensation where things seem to be more effortless, pleasurable, in sync, and you can easily sense a connection with something greater than yourself; this is what we will create…: • a connected and mindful meditation where it is possible to blissfully surf the cutting edge of the present moment together… • a game where it’s possible to feel excited and calm in the same moment, and everyone can win as much as they like… Scott Bolden, founder of Das Baumhaus Berlin will share some very easy, practical and effective methods developed during the last 12 years of facilitating the “Improvisational Groove Orchestra” (I.G.O.) improv vocal jam sessions. Within 20 minutes participants learn to use the common sound space to create resonance in the form of improvisational music where it is quite common to experience some real flow moments… It is very easy to participate, no musical talent or training is required so anyone is welcome to join. All of the session is done with eyes closed to avoid visual distractions and keep focus on the co-created sound space. During these sessions we will also have short breaks for feedback and refreshment. Important – Please be on time. It is very important to understand the methodology and warm up in the group before joining in! 🎤 @21:00 - Freestyle vocal workshop and practice session. €8-15 Have you ever wanted to learn how to do freestyle vocalizations? Maybe you are on your way and would like to just have a fun workout session with other vocal freestyle enthusiasts. All levels welcome. Links to sound samples - https://www.baumhausberlin.de/events/flow-a-guided-vocal-sound-bath-meditation/

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

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!

Cuban salsa classes every Wednesday . Join us, learn how to dance, save lives and make friends! **Classes**: 19:00 - Absolute Beginners (For Free) 20:00 - Beginners 2 21.00 - Improvers 1 **Price: (Card payment only)** 1 class - 7€ 10 class pass - 49€ or 42€ reduced* (To use within 11 weeks. Valid for all our classes. It can only be used by one person per class. No refund possible) * Reduced price for students, Schüler, Azubis, H4-Empfänger, and pensioners/retired folks. A valid proof is needed. **Why should you learn Salsa, and why with us?** - It's great fun! - You don't need any prior dancing experience. - You get to know loads of new people. - No registration, just swing by. - No fix starting date - you can start any week. - No dress code - come in whatever you feel comfortable in. Note:No outside shoes in the room: socks or a pair of clean shoes will be required - No partner needed - we change regularly during the classes (bring all your friends though!) - You can help us make a difference! **What is Salsa4Water**? Simple! We teach Salsa and donate all our profits to the NGO Welthungerhilfe, which uses these funds for their local projects in Malawi. Welthungerhilfe fights for equal access to safe drinking water, sanitation, and hygiene in nearly 40 countries world wide. This gives you the chance to save lives while dancing!

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/)

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

In einer kleinen, gemütlichen Gruppe treffen wir uns regelmäßig, um den Tag mit positiver Energie zu beginnen - für mehr Vitalität und Lebensfreude. Mit Energieübungen, EdxTM nach Dr. Gallo - eine Meridianklopftechnik mit postiven Affirmationen, Atem- & Energieübungen ... und einem netten Gespräch bei Tee und Kaffee. Das Treffen ist kostenlos - Spenden sind willkommen! Wer möchte kann anschließend noch eine Access Bars Session zum Morning Special bekommen: https://www.i-feel-so-good.de/access-consciousness/access-consciousness-einzelsessions/access-bars-sessions.html Anmeldung bitte zeitnah telefonisch oder per whatsapp - die Plätze sind begrenzt

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!

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

**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)