Information Science

**CLH Humanist Science Fiction Group: Astronomy Photography Exhibition** **Sunday 3rd May 2026 - 10:45am to 12.45pm GMT** Hello fellow Humanist Sci-Fi fans! We will be meeting up in **Greenwich** at the **National Maritime Museum** to go and look at the Astronomy Photography Exhibition at **11am**. We can then grab a drink and / or snack in the Museum's cafe or a local pub / cafe and discuss Sci-Fi and Astronomy. We've deliberately gone for 3rd May as it is the nearest weekend date to May the 4th - Star Wars Day! Looking forward to hopefully seeing lots of you so we can continue to boldly do lots together! **Have Your Say** * As always, if you have anything you would like to share or discuss let us know too by posting in the CLH sci-fi WhatsApp group or leaving a message on this page. * As usual, we will also be keen to hear all suggestions for ideas that would be interesting to cover and future events to add to the calendar both online and in person. * Looking forward to hopefully seeing lots of you so we can boldly do lots together! ……………… **Resources and FAQs** …for members, supporters, and participants in CLH activities See [here for our knowledge base](https://clhorganisers.notion.site/Central-London-Humanists-knowledge-base-7ff2374eee1e43c0938123e894f37e5f) packed with important, useful information about the group, the organisers, and what we offer the community. See [here for our code of conduct and complaints policy](https://docs.google.com/document/d/1Reeh69cv38DHeBnexNwOAKoeRb2dwDM3k9xaJ2tM5EA/mobilebasic). **Our events are 18+ unless accompanied by a parent or guardian**. We encourage dialogue, debate, and sharing of information, but ask people to keep their comments cordial. Any individual's views expressed at events do not necessarily reflect the views of the group at large. ……………… Central London Humanists is a volunteer-run community group. We aim to provide a safe space for the humanist community in London to come together for fellowship, learning and fun. We receive no financial support and are entirely funded by donations from our membership and event attendees. ……………… **Stay Connected with Central London Humanists** * Subscribe to our **[mailing List](https://www.centrallondonhumanists.org.uk/signup)** * For more events **[follow us on Meetup](https://www.meetup.com/Central-London-Humanists/)** * Chat with fellow members in our **[WhatsApp Community](https://chat.whatsapp.com/ChBmK8gZWQKB8jdthwAJ2h)** * Follow us on **[Twitter](https://twitter.com/londonhumanists/) \| [Instagram](https://www.instagram.com/londonhumanists/) \| [Facebook](https://www.facebook.com/centrallondonhumanists) \| [YouTube](https://www.youtube.com/user/LondonHumanistGroup)** * Listen to the **[Humanism Now Podcast](https://www.buzzsprout.com/2246305/share)** For any questions email us at [info@centrallondonhumanists.org.uk](http://mailto:info@centrallondonhumanists.org.uk/)

Welcome to our **Free Event - Master the Art of Communication**! Join us at the Church of Scientology **Life Improvement Centre** to learn valuable basics of communication and skills that will help you in both your personal and professional life. During this event, you will learn some fundamentals of communication - what is it, what are the vital parts of the communication formula.... and have the opportunity to participate in these new skills. Hear from trained and experienced communicators, and practice communication techniques in a supportive environment. Whether you struggle with public speaking, conflict resolution, or simply want to improve your relationships, this is for you! Come and discover the power of knowledge and how to achieve effective communication. Find out how you could guide and control communication in your life! Don't miss out on this opportunity to enhance your communication abilities and connect with like-minded individuals. We look forward to seeing you here!

*"The blood is the life! The blood is the life!"* (Renfield, Dr. John Seward's patient, in Bram Stoker's Dracula.) **Join LoMAZ for our first interactive series of events in a read-a-long of Bram Stoker's Dracula as the story unfolds over six months...** Dracula Daily is a free subscription newsletter that sends Bram Stoker's 1897 novel Dracula to subscribers via email. The novel takes place within a single calendar year, from May to November. Dracula Daily sends the portion of the novel that occurs each day on the corresponding day. You can read more about it on Wikipedia here: [https://en.wikipedia.org/wiki/Dracula_Daily](https://en.wikipedia.org/wiki/Dracula_Daily) You can sign up for Dracula Daily for free here: [https://draculadaily.substack.com/about](https://draculadaily.substack.com/about) LoMAZ are going to read the book together from the spring to autumn of 2026, with meetup events coinciding with events in the book as they happen. These will include a trip to Whitby in August ([https://www.meetup.com/london-museums-a-z-lomaz/events/314283739/](https://www.meetup.com/london-museums-a-z-lomaz/events/314283739/)) and a trip to Romania in November ([https://www.meetup.com/london-museums-a-z-lomaz/events/314200947/](https://www.meetup.com/london-museums-a-z-lomaz/events/314200947/)). The novel begins on 3rd May, when Jonathan Harker writes that he left Munich on 1st May on his way to meet Count Dracula. The Dracula Daily Read-a-long launch party will start on the day he makes his journey from Munich to Transylvania 🧛🦇😱 **MEET DETAILS:** **FROM 3.00pm:** The Union Jack pub **Address:** 225 Union Street, SE1 0LR [https://maps.app.goo.gl/6BRvJ6h6WcmTxA1c6](https://maps.app.goo.gl/6BRvJ6h6WcmTxA1c6) **GETTING THERE:** **Nearest train stations:** London Bridge, Waterloo and Waterloo East **Nearest tube stations:** Southwark, but Borough, London Bridge and Waterloo are also close. [https://tfl.gov.uk/plan-a-journey/](https://tfl.gov.uk/plan-a-journey/) **EVENT WHATSAPP GROUP:** Please join the event WhatsApp group to help you find the group on the day. ***The link can be found in the event comments.*** *Joining this WhatsApp group will make your phone number visible to other members in the group.* **GROUP ETIQUETTE AND RULES:** * LoMAZ events are run by volunteers. Our events usually have an attendee limit to help the host manage the event as we prefer a smaller, friendlier group. However there is no limit on the number of people who can join the Dracula Daily Read-a-long and the launch party. * **However if you can no longer attend, please change your RSVP to 'Not Going' as soon as possible so we can plan for the numbers taking part.** **We remove members from the LoMAZ Meetup group who:** * **RSVP as ‘Going' but then do not show up three times in a row.** * **RSVP as ‘Going' but then change their RSVP to 'No' five times in a row.** * **Are on the Waitlist or who have not RSVPd, but turn up anyway.** **Thank you for your interest in the group & being part of LoMAZ.** Image credit: British Library Board, Public domain, via Wikimedia Commons

**Join us at *'You Are Here' at the Southbank Centre*,** **an epic, one-off, pop-culture spectacular that invites you on an electrifying journey through 75 years of British music, dance, theatre, fashion and film.** Follow the performance as it unfolds around you in an on-the-move theatrical journey where every corner holds a new story. This is a freewheeling journey of discovery that traces through-lines across decades, remixing and reimagining some of the most vivid and influential youth and social movements that have driven culture forward since 1951. Rebellion meets euphoria as a cast of hundreds take you on a trip through punk, grime, northern soul, acid house, dancehall and disco – from the swaying of a tea dance to the beating heart of a superclub. Astonishing performers bring the energy of resistance, freedom and creation to every moment. Marking the centrepiece of the Southbank Centre’s 75th anniversary celebrations, *You Are Here* is an exhilarating, full-throated celebration of cultural life that asks where we’ve been, where we’re at and how we’ll choose to shape where we want to go next. Created by Danny Boyle, Gareth Pugh, Carson McColl, Sabrina Mahfouz and Paulette Randall. **Read more here (including access and sensory information):** [https://www.southbankcentre.co.uk/whats-on/you-are-here/#overview](https://www.southbankcentre.co.uk/whats-on/you-are-here/#overview) **MEET DETAILS:** **7.15pm: MEET OUTSIDE** **7.30pm: ENTER THE EVENT** Southbank Centre, Belvedere Road, London, SE1 8XX. **9.45pm - Late: PUB SOCIAL (optional)** We'll head to a nearby pub for a social chit chat over drinks. *Location tbc in Event Comments 24 hours before the event.* **TICKETS:** **Please book your ticket [here](https://www.southbankcentre.co.uk/whats-on/you-are-here/#overview),** and select the **7.30pm time slot** (or around that time). Tickets cost from £35 plus £3.50 booking fee. Ticket prices may be adjusted without notice to reflect demand. **GETTING THERE:** [https://www.southbankcentre.co.uk/visit-us/getting-here/](https://www.southbankcentre.co.uk/visit-us/getting-here/) **Tube:** Waterloo, Embankment **Train:** Waterloo, Waterloo East, Blackfriars **Buses:** 1, 59, 68, 76, 139, 172, 176, 188, 243, 341, N1, N68, N171, N343 and SL6 **EVENT WHATSAPP GROUP:** Please join the event WhatsApp group to help you find the group on the day. Link tbc in the Event Comments at least 48 hours before the event. *NB* *Joining this WhatsApp group will make your phone number visible to other members in the group.* **IMPORTANT NOTE:** * If you can no longer attend, please change your RSVP to 'Not Going' as soon as possible. We remove members from the LoMAZ Meetup group who: * RSVP as 'Going' but then do not show up three times in a row. * RSVP as 'Going' but then change their RSVP to 'No' five times in a row. * Are on the Waitlist or who have not RSVPd, but turn up anyway. Thank you for your interest in the group & being part of LoMAZ.

Flamenco Dance Classes for Beginners at Danceworks every Sunday! We will work on the placement of the body, the perception of the rhythm, clapping, footwork, movements of arms and head. Choreography depending on the level: Alegrías, Bulerías, Tangos, etc. We will learn or perfect the four Sevillanas. If you have dancing shoes and clothes, bring them. Otherwise, don't worry, just feel comfortable to dance! When? **Every Sunday** Time: **12:00 - 13:00** Where? **Danceworks** 16 Balderton St, London W1K 6TN Studio 4 Nearest Tube stations: **Bond St.** Marble Arch Cost? £12 per class. **Book here:** https://danceworks.com/london/classes/timetable/ Class bookings become available 7 days in advance. Online bookings close 15 minutes before the class starts but you can book in person up to the start time. **Waiting lists are available.** ***About Maika:*** Maika is a flamenco and Spanish dance teacher with more than 17 years of experience, teaching adults and children in Spain, the United States of America, Mexico, Canada and UK. She also led flamenco classes at Rey Juan Carlos University from 2013 to 2018. Born and raised in Madrid (Spain), she began studying ballet and Spanish dance from the tender age of nine. Maika studied at Karen Taft Dance Academy and Flamenco Centre “Amor de Dios”, majoring in Spanish Dance at Conservatory of Dance in Madrid. In 2003, she was awarded a certificate in Teaching Methodology Applied to Spanish Dance and then focused her career on dance education. Maika has continued her professional training alongside teachers including Antonio Canales, Alfonso Losa, La Lupi, Rojas and Rodriguez. Maika co-founded the company Spanish Flamenco Tour, based in Miami (USA), a business dedicated to promoting flamenco and Spanish culture, to a local audience. Adding more strings to her bow, Maika embarked on a Master´s Degree in Leadership and Management of Cultural Projects at Institute of Dance “Alicia Alonso”, Rey Juan Carlos University. Her final master’s project was based on the promotion of Spanish dance, receiving a First-Class Degree. Maika’s classes are designed to extract every student’s natural ability to dance and show them how wonderful and fun, this art form is.

If you love anime & manga then please join us for our weekly meetups, where we basically just sit, chat and read anime & manga! We usually sit in the back of the pub. If the weather is nice we may sit outside at the back of the pub, or even outside on the downstairs floor. In this meetup, you can BYOM (bring your own manga) or read one from the selection we will bring. See this as an opportunity to discover, recommend or simply enjoy Japanese comics & anime with like-minded people! Note: This is not a book club. Also, the TCR bar is kind enough to allow us to use their space to host this meetup, and has asked if possible for attendees to support the venue by purchasing a drink or food while you're there. Please don't bring your own food or drink to consume at the venue, as the venue does not allow this!

You want to do your best! You want to realise your potential! You want to make the right decisions at the right time! Obviously- you want to be a success! Do you have all the skills in place? Do you have areas in your life or personality that are weaker and you feel can stop you or hold you back? Would you like a free personal consultation to help locate your strengths and weaker areas? We can help you to maximise on your potential. If you would like a free 1 hour consult then register now! We have various times available for your own personal consultation This is hosted at the Scientology Life Improvement Centre in London. We use the Oxford Capacity Analysis test. https://www.scientology-london.org.uk/personality-test/

**1st Sunday of every month,** join us for a fun and social way to explore Chinese culture while supercharging your language skills. This isn't just practice; it’s **accelerated progress** through content you love — transforming learning into a **fun cultural discovery**! **This Month's Theme - China's Hidden Gems 寻宝中国 🗺️🎒** Ready to look beyond the Great Wall and the Shanghai skyline? This month, we’re venturing into the stunning, lesser-known corners of China that most guidebooks miss! Come explore the **diverse customs, local traditions, and mouth-watering regional cuisines** that make these places so special. Along the way, we’ll decode the **essential travel vocabulary** you need to navigate these "hidden gem" cities like a local. It’s the perfect place to gather travel inspiration while meeting like-minded explorers! * **All levels welcome:** Our expert host provides active support so you can join in with confidence, no matter your level. * **Price:** £10 (includes all materials + refreshments 🍵✨) * **Secure your spot** - [Tap here to Pay](https://monzo.com/pay/r/china-unbound_qsboSdlMTJ8Q1R) This is the ultimate fun way to fluency. We can't wait to welcome you! **How it works - no 'prep work', just chat!** * **We provide the inspiration:** Each month, we hand-pick authentic "cultural gems" to share (like a song, a short clip, or book). * Feel free to bring your own material, but there's no pressure to! * **We provide the treats:** we stock up on free coffee, tea, and biscuits in our beautiful office. 🍪☕️ * **You show up and enjoy:** Watch your Mandarin skills soar with natural, real-world practice! \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- **Take your Mandarin beyond the event.** If you’re looking for a bit more structure to accelerate your learning, let’s chat! We're offering **FREE 1-on-1 course advice sessions** to help you find the perfect class. **No commitment** required. [Book your Free Session](https://eu.bigin.online/org20070515371/bookings/course-advice) **[China Unbound](https://china-unbound.co.uk/personal/)** is the best place to learn practical Chinese for adults. While most schools prioritise grammar and writing, we empower you to communicate confidently in real-world situations. Join us and discover a fun, fast, and personalised way to master Chinese! \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-

💌 **Online Speed Dating for London Singles — Real Connections, Long-Term Thinking** This is for singles who are done with apps that go nowhere. Done with casual. Ready for a genuine conversation with someone who might actually matter. Live on Zoom. Personality matched. Built for people who want something that lasts. **Choose your age group to register:** - Ages 18-32: [Register Here](https://tempodating.com/product?productId=452.0&productType=onlineSpeedDating&city=London&groupurlname=serious-people-seeking-meaningful-life-connections&ar=18-32&face_v=2.0) - Ages 30-46: [Register Here](https://tempodating.com/product?productId=452.0&productType=onlineSpeedDating&city=London&groupurlname=serious-people-seeking-meaningful-life-connections&ar=30-46&face_v=2.0) - Ages 40-58: [Register Here](https://tempodating.com/product?productId=452.0&productType=onlineSpeedDating&city=London&groupurlname=serious-people-seeking-meaningful-life-connections&ar=40-58&face_v=2.0) - Ages 55+: [Register Here](https://tempodating.com/product?productId=452.0&productType=onlineSpeedDating&city=London&groupurlname=serious-people-seeking-meaningful-life-connections&ar=55+&face_v=2.0) 🌿 RSVP here alone does not hold your place. Complete your registration through the link above and finish the short personality quiz. --- **How it works:** 1. Register via your age group link and complete the personality quiz. 2. Join Zoom at the event time — works on any device, no downloads needed. 3. Meet London singles in short one-on-one rounds matched by age and personality. 4. Mutual matches are shared after — take it forward at your own pace. 🤍 Spots are kept small to keep things personal. If you are serious about finding the right person, this is where it starts.

**Online Speed Dating for Mature Harrow Singles** Live on Zoom. Real conversations. Local people who value genuine connection and traditional dating. **Pick your age group to register:** - Ages 18-32: [Click to Register](https://tempodating.com/product?productId=452.0&productType=onlineSpeedDating&city=Harrow&groupurlname=club-for-active-retirees-meeting-friends&ar=18-32&face_v=2.0) - Ages 30-46: [Click to Register](https://tempodating.com/product?productId=452.0&productType=onlineSpeedDating&city=Harrow&groupurlname=club-for-active-retirees-meeting-friends&ar=30-46&face_v=2.0) - Ages 40-58: [Click to Register](https://tempodating.com/product?productId=452.0&productType=onlineSpeedDating&city=Harrow&groupurlname=club-for-active-retirees-meeting-friends&ar=40-58&face_v=2.0) - Ages 55+: [Click to Register](https://tempodating.com/product?productId=452.0&productType=onlineSpeedDating&city=Harrow&groupurlname=club-for-active-retirees-meeting-friends&ar=55+&face_v=2.0) RSVP alone does not hold your spot. Register through the link above and complete the quick personality quiz. For mature singles who appreciate meaningful connections and are serious about finding the right person. Host-guided. All ages welcome. Mutual matches shared after the event.

*📣 Meetup RSVPs do not reflect actual attendance! We usually have around 20-30 people at every single event. 📣* **[🎟️ Sign up here to grab your ticket 🎟️](https://luma.com/london5ftst)** 🎫 **RSVP ≠ ticket. A paid ticket is required to attend.** 🔗 On your phone and can’t click? Click the link in the comments :) F\*ck the Small Talk has travelled the world across Berlin, Mexico City, Melbourne, Lisbon, Medellin, Vienna, and now back to London for its 3rd year in a row! 😎 **📦 WHAT'S THIS ABOUT?** FTST is a **one-of-a-kind social experience** where strangers come together for an afternoon of meaningful, fun, and deep conversation. It’s also a different & cool way of meeting new people by getting a bit out of your comfort zone and skipping the small talk! Join us for **games**, **talks**, and **connections** with **friends you haven’t met yet**. Join if you get annoyed after being asked what you do, where you are from, and how long you've been in London every single time you meet someone. If you feel that there are better questions in life, this is the place for you. 🙌 **📓 HOW DOES IT WORK?** We start with a short & sweet intro talk followed by a few light-hearted group games to warm up. After that, we split you up into small groups and start with the conversation rounds (with 3-4 people). We'll have awesome question cards that will guide the flow of the conversation. You’ll never have to speak in public if you don’t want to. **📣 NOTE**: We won't validate your payment unless you've been accepted! (which you most likely will ❤️) **🕹 HOW TO JOIN?** **[Take 1 minute to sign up 👈](https://luma.com/london5ftst)** 🔗 On your phone and can’t click? Click the link in the comments :) Our events are **limited to 30 handpicked guests** to ensure a cozy atmosphere. We aim to curate events with similar age and gender groups *wherever possible.* If you're invited you'll receive a confirmation within 48 hours via Luma (our ticketing platform) **🧧 HOW MUCH IS IT?** The cost to attend is **13-15£** and includes the following: ⏰ 3 hours of facilitated and curated activities 🍎 Light snacks to keep the energy going (only if outdoors) 👥 A space to meet new people in the least boring way possible 💛 Supporting our mission to spread human connection events around the world *(🎫 also includes those annoying ticket fees!)* We're also happy to give out student discounts! 🙂 **🌳 WHERE IS IT?** We host our events in awesome pubs & parks across the city! We will reveal the exact location to ticket holders 24 hours before the event. This edition will take place in a nice pub near **Waterloo**. **💛 WHAT THEY SAY** 🗣 “This is the kind of activity humanity needs every weekend. Thank you for all.” - Sonya 🗣 “F\*ck the Small Talk changes the narrative from "Where are you from?" to "When was the last time you laughed uncontrollably?" and I think that's beautiful.” - Monika 🗣 “I loved F\*ck the small talk, I was a little bit nervous at first but they are pros at making you feel comfortable with the rest of the group, the activities are really fun and I enjoyed every second (consider that the one who's saying this is very, very shy). Give it a try!” - Brenda 🗣 “Lively, interesting, introspective, completely open, and no judgment. Everyone that joined was ready for great conversation and helped with different perspectives. So much fun! I can't wait for the next one! “ - Yaz Check out our other [reviews on Google here](https://goo.gl/maps/TpZy77bfPFkGoikn7) 🫶 🤓 FAQ **• Can I come alone?** Of course, in fact, we encourage it! **• Can I be late?** Please don't! "Doors" open at 11:45am and we start at exactly 12:00pm! Late arrivals will disrupt the floooooooow. **• I signed up but never got an invite. Why?** We usually get a high volume of sign-ups yet we like to keep it cozy & only invite around 25 people. We believe this is a good number to ensure an awesome experience, and we’ve learned that it’s easier to build connections with smaller groups! Please try again next time if do not receive an invite - no hard feelings 💛 **• Why do you charge?** We value our time and put a lot of love, planning, and effort into creating & designing these experiences. 💛 This is our project/business and what we give to the world and we think everything should be a fair exchange! 🎈 However, money should never be the reason for people not to attend. If you can’t afford it simply get in touch with us :) **• I'm digging this! Can I get involved somehow?** Sure thing, send us a message! **• Can I bring my pet (llama)?** 100% yes (depends on the venue, ask us!) -- 𝘾𝙤𝙢𝙚 𝙘𝙪𝙧𝙞𝙤𝙪𝙨, 𝙡𝙚𝙖𝙫𝙚 𝙘𝙤𝙣𝙣𝙚𝙘𝙩𝙚𝙙. ✨ * Age guide 22 - 40ish\* (only a reference, never a limit 💃) * Only 30 spots available * Location is only revealed to ticket holders! 🙅‍♀️📱This event is a no-phone experience. Keep them tucked in your pocket 🙅‍♀️📱 We started in Berlin back in 2019 and there are now chapters in Mexico City, Lisbon, Medellin, and Vancouver! 🌏 **Stay in touch 👇** [Website](https://epicllama.com/fuckthesmalltalk) \| [Instagram](https://www.instagram.com/epic.llama/)

Practical AI for Power BI Developers A year ago, “agentic AI” was mostly hype for Power BI teams. Today, it deserves your undivided attention. For Power BI pros, there is now a real opportunity to reduce repetitive development work, accelerate delivery, and help developers do more, but only when strong DataOps practices are in place to make AI workflows effective. This session is a no-nonsense introduction to effective AI patterns for Power BI and Fabric development. Along the way, we will make sense of the growing pile of terminology, including skills, plugins, hooks, and MCP. You will see examples of how modern AI tooling can help with development tasks across Power BI and Fabric, along with the prerequisites, guardrails, and DataOps principles needed to use it responsibly. Whether you're burned out on AI hype or already using Copilot CLI daily, this session will show you the foundations that are finally making AI-assisted development genuinely useful.

**Latest Dojo Location!** **Knotty Pine Brewing** 1765 W 3rd Ave, Columbus, OH 43212 We're going to try a new dojo location for a few weeks and see how it works Dojos are informal Python group study sessions where everyone interested in Python gathers to learn about Python, help others with Python, or just hang out. Everyone is welcome from Python beginners to experts. Bringing a laptop is encouraged (we'll have extension cords and power strips). If there's something you want to learn leave a comment on this invite so we can plan ahead. We're looking for speakers for our Monthly Meetups! Fill out the form if you are interested in presenting to the Python Community. https://forms.gle/ehSfUAC2WgR34Crq9

Central Ohio Radio Enthusiasts—CORE—is an informal community for anyone enthusiastic or curious about radio—whether you're new to radio and want to learn or you've been tinkering for years and want to share. Ham radio operators, GMRS users, Meshtastic fans, software-defined radio nerds, makers, and technical and non-technical folks are all welcome. No experience required or expected. This month we have **Radio Signal Analysis Using SDRs and OpenWebRX+** with **Scott McCrory**. Details are are [core.radio](https://core.radio/).

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

Bienvenue! Columbus French Conversation group invites you to our Saturday morning French conversation club. Expect a casual and welcoming atmosphere in which to learn french! I will bring my laptop so we can look up new vocabulary as needed! The venue is a beautiful French restaurant so you can really get into the zone :)

Private Group. Closed to the Public Knowing ourselves and understanding our abilities is the first step toward wielding our gifts with control and accuracy. In subsequent classes we will verify and hone our talents with activities and discussion. These are hands-on workshops and participation is expected. The goal of our series will be to develop expertise in areas of particular interest such as mediumship, channeling, divination, healing and, etc.. Our ultimate directions will be determined by class members as we evolve. I look forward to sharing and discovering with you. - Cynthia

**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