Hashing

**BOOK HERE**: https://sportas.co.uk/games/48449 **Game Description:** 🎮 Warm up and game only setting. 🌟 Positive environment. \*Privacy policy for games only sessions\* By attending this game session, you agree to the following: \* Video recordings/photos are allowed only during free game\* sessions \* Attending means consenting to potentially being recorded by other participants \* Any videos must only be shared via private links \* Distribution limited to session participants only \* Explicit consent required for any public sharing \* Respect others' privacy and comfort \*Please contact the co-organisers if you have any questions about the policy. **Rules** \- point to 15 \- max 2 games in a row \- 3 team of 6 players \- modified games situation might be applied depending on situation \(5:1\, modified 5:1 or 6:2 etc\.\)

We play on 4 courts at Richard Challoner School in New Malden. Our regulars already joined us on watsap at the time of posting this event. We are looking for more joiners of all levels! Playing with feathers shuttles and the fee is £8.5 4 Courts available with games organised by peg system (each player gets to pick 3 others and if they agree get on the fiirst court available) You are encouraged to get in touch with the organiser for any details. Please note that no late cancellations are accepted (less than 24 hours) and you would still be required to cover the session fee. See you on the court!

**get outside and meet others without pressure** **what this is** a social meet-up in greenwich park **the vibe** easy, open, low-key **what’s included** group hangout space to chat optional extras depending on the day **who this is for** people who want a casual daytime social **how it works** arrive, find the group, say hi, settle in **why this one matters** simple events are often the easiest to say yes to **final note** weather dependent see you there 🌿 p.s. by attending, you agree to our [event terms & conditions](https://docs.google.com/document/u/2/d/e/2PACX-1vS3p3ZAhIoCyq3kHFEliu2NCaT8iHfz5E_nUxcUTr7rsDufU7x5BNB_Ta2BWqtTYX72rEAjBG2nOcze/pub)

A Rabble session is 1 hour of fun and social team games. Each game disguises high-intensity intervals within the rules, giving you an effective, all-body workout without even realising it. We play a bunch of different games at each session (like British Bulldog, Capture the Flag, Dodgeball, Frisbee and many more), and every class is different. Sessions are open to all, no matter your sporting ability. Each game is explained before we start, so there's no need to have played any of the games before. Come solo or bring friends! And stay at the end for the social part! Who knew getting fit could be this fun? **TO BOOK**: It's essential that you book onto sessions via our website, using the link below; due to restrictions on games and preparation times we cannot accept walk-ins, or late arrivals. [https://joinrabble.com/locations/london/](https://joinrabble.com/locations/london/) Use the code **FREEPLAY** to get your first game free! *** We play every: * Monday in Finsbury Park (19:00 - 20:00) * Tuesday in Shoreditch Park (19:00 - 20:00) * Wednesday in Elephant & Castle (19:00 - 20:00) * Saturday in Southwark Park (10:30 - 11:30) * Saturday in Finsbury Park (11:00 - 12:00) * Sunday in Clapham Common (12:00 - 13:00) We hope to see you playing soon! PS. We have a group of dedicated regulars, so numbers are usually much higher than Meetup might suggest. Book your place here: [https://joinrabble.com/locations/london/](https://joinrabble.com/locations/london/) **Love Rabble**

**Come explore my happy place! :-)** We’ll be tackling **Hastings to Rye along the Saxon Shore Way**, one of the UK’s most scenic coastal walks. This linear route is part of the iconic 160-mile long-distance path linking Gravesend to Hastings. Along the way, you’ll enjoy dramatic sandstone cliffs, wild coastal heath, ancient gill woodland, lowland meadows, and sustainably managed farmland — all shaped by the sea over millions of years. Expect a day full of history, nature, and seaside charm. **Hike Details – Hastings to Rye** * **Distance:** 12.4 miles * **Estimated Time:** 5–6 hours * **Elevation:** 1,614 ft * **Meeting Point:** London Bridge or Hasting Train Station * **Cost:** £10 guiding fee * **Travel:** purchase return ticket with National rail card -£25 open return. ⚠️ **Important: Refund Policy & Weather Notice** * No refunds will be processed. * Rain or shine. Spots can be transferred with 48h notice. There are plenty of opportunities to stop for refreshments along the way, whether in Hastings or Rye. This hike is all about connection and adventure - we’ll keep the group small and friendly so you can enjoy the company and make new friends while soaking in one of the most picturesque coastal walks in the UK. Once we reach the minimum number of registrations, I’ll set up a WhatsApp group so we can all vote on highlights and share tips for the hike. It’s your chance to connect, plan, and maybe even challenge yourself with the full adventure! Let’s make this a day to remember 🥾💪

We love a good chat. Come and join us at Table 45

Hi all Welcome to the squash Meetup! All levels are welcome, make sure you RSVP early if you want a spot as it fills up quick. Please bring a squash racket and indoor court shoes (no tennis/running shoes). If you want to cancel, please do so at least 24h in advance to give other people a chance to sign up. **The cost (as of Sunday 10th December 2023) is £6, cash payment only.** The session will start at 11am and finish at 12.30. Drinks in the bar afterwards optional! Free parking is available and the nearest tube stop is Acton Town. See you soon! Graham

2nd Sunday of every month, join us for a relaxed and fun language exchange, where meaningful conversations flow as freely as delicious coffee and tea! This isn't just practice; it's **accelerated progress** in a supportive setting, designed to quickly boost your **Mandarin, Cantonese and English** skills. **How We Make It Effective & Enjoyable:** * **Perfect Groupings:** We carefully match you with native speakers and learners at a similar level, ensuring comfortable and productive conversation practice. * **Forget awkward silences!** We provide fun, engaging discussion topics to spark lively chats and keep the conversation flowing. * **Maximise Your Practice:** Rotate between groups if you wish to connect with more people and strengthen your conversation skills! * **Expert Support:** Our experienced tutor is always on hand to help. 👌 **All levels welcome!** Native speakers and learners alike. 💛 Please support the cafe by buying a drink or snack while you are here - they've kindly let us use the space. We can't wait to welcome you! \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- **Take your Mandarin beyond the exchange.** 🤝 If you’re looking for a bit more structure to go along with your conversation practice, let’s chat! We're offering **complimentary 1-on-1 advice sessions** to help you find the perfect learning path. Get a professional assessment of your level so you can study with confidence. **No commitment** required. [Book your Free Session](https://eu.bigin.online/org20070515371/bookings/course-advice) \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- **China Unbound** is the best place to learn practical Chinese for adults. While most schools prioritise grammar and writing, China Unbound empowers you to confidently communicate in Chinese in real-world situations. Join us and discover a fun, fast, and personalised way to master Chinese! \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- **🤘 FAQs:** **I'm learning Chinese, are the sessions suitable for beginners?** Yes! Come and speak as much or as little as you like, or just come and listen! There is no pressure! **Are there any discounts for Chinese lessons for members?** Yes, you can use code MEETUP10 for your exclusive £10 discount on our [Chinese courses](https://china-unbound.co.uk/personal/) site-wide! \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- 每个月的第二个星期天，来加入我们，享受一场轻松又有趣的语言交流体验！在茶香与咖啡的陪伴下，开启一场自然流畅、充满收获的双语对话。 这不仅仅是练习，而是一种更快提升你英语水平的高效方式。我们为你打造一个轻松友好、真正有用的语言环境，让你的口语交流能力飞速进步！ **我们如何让语言交换高效又好玩：** * **精准匹配，聊天不尴尬**：我们用心将你和母语者或相近水平的学习者配对，确保每一次对话都轻松自在又高效实用。 * **话题有趣，轻松破冰**：拒绝冷场！我们提前准备了有趣又实用的聊天话题，让你一开口就停不下来，交流自然顺畅。 * **灵活轮换，提升更全面**：想多练一点？欢迎自由选择是否换组，认识更多人、接触不同语言风格，快速提升真实沟通能力。 * **专业老师现场支持**：我们的资深语言导师会在现场提供实时帮助，确保你在交流中不断进步、有信心开口！ **活动详情：** 🗓️ **时间**：每月第二个星期日 ⏰ **时段**：下午 2:30 - 4:30 💰 **费用**：免费参加 不只是练语言，这里还有文化的碰撞、朋友的陪伴和成长的喜悦。现在就来加入我们，开启你的高效交流之旅吧！ **🤘 常见问题解答：** **我最后会不会一直说中文而一无所获？** -不会，因为我们的“快速聊天”模式鼓励大家用中/英文交换来交流。 **会员有折扣吗？** 有，欢迎你跟你学中文的朋友分享代码**Meetup10**，他们会获得10镑的独家折扣！

A regular meetup for those committed to practising and improving their Arabic. It is designed for those who know the very basics and want a structured opportunity to practise reading, listening, speaking, and building confidence. If you're still learning the very basics but want some motivation to keep going, you're very welcome to join. Note: This is a practice group facilitated by a native speaker - not a formal teacher or taught class, and not a Quran teaching session. 📚 SESSION FORMAT: ⏱️ 30 mins Intro & Social: We'll go around and introduce ourselves in Arabic. Feel free to prepare 2-3 sentences beforehand if you don't like being put on the spot! 🗣️ 60 mins Structured Practice: A focused session practising together with guidance : ◾ Taking turns reading passages aloud ◾ Listening to excerpts from an audiobook ◾ Working together to translate and understand the text 💬 Continued Socialising: Feel free to stick around afterwards for more informal chat and connection. ✊ Note: Active Muslims is equally about focusing on the actual activity, in this case, it is a practice session requiring mental engagement and active participation (and not just a social), therefore it is advised to approach and attend these events with that mindset, intention and purpose. 📍 LOCATION: Barbican ⌚ MEET: By the cafe G Level (Benugo) ⏱️ TIME: Meet from **11:00am** for intros and socialising. The practice session starts promptly at **11:30am** insha'Allah. 🎒 What to bring: 📚 Any Arabic texts you would like to read 🎧 Headphones (optional, if you prefer listening privately) ➖➖➖➖➖➖➖➖➖➖➖➖ If you can no longer attend, please update your RSVP to free up your spot for someone on the waiting list. ➖➖➖➖➖➖➖➖➖➖➖➖ 🌐 **[@Active.Muslims](https://www.instagram.com/active.muslims)** *(Follow for latest events updates)*

ENJOY THIS UNIQUE WALK IN STUNNING GREEN SPACES. STRENGTHEN NEW FRIENDSHIPS IN A PUB SOCIAL AFTER THE WALK. **WALK START: Forest Hill Railway Station** (National Rail and London Overground - Travel Zone 3) WALK ROUTE: Today we walk through the contrasting scenery of Horniman Gardens, Dulwich Park, Sydenham Woods Sydenham Wells Park and Crystal Palace Park. WALK DISTANCE: Approx 6 miles. WALK FINISH: Crystal Palace Station ( National Rail and London Overground). STOPOUT POINT: Throughout the walk we will cross several London bus routes. **Scroll down to see Disclaimer and Notice of Risks.** ENJOY UNIQUE HEALTHY WALKS IN STUNNING GREEN SPACES OR ALONG WATERWAYS IN LONDON. STRENGTHEN NEW FRIENDSHIPS IN A PUB SOCIAL AFTER THE WALK. **COST of EVENT**: **All of the walks on this group are only £5 each to attend. Payment is not collected before the day of the event to allow you maximum flexibility.** **This walk is free for holders of the Ken's Events Membership Card.** Get out, explore and enjoy London's abundant green spaces and surprising surrounding countryside. Give up the city streets for a day and breathe some fresh air. Improve your overall fitness levels and make some new friends at the same time. Social Event: Our walks are social walks, where the emphasis is on meeting new people, enjoying nature, healthy exercise, and fresh air. Our walks are not interrupted with running commentaries or historical lectures, although occasionally features of significance may be pointed out. As such our walks will be continuous with few stops and it is your responsibilty to keep walkers ahead in view and to follow the direction of the walk. We always end the walk at a pub where the socialising can continue. Take this opportunity to visit green parts of London, unknown to most people, and that you would not otherwise have an opportunity to see. RISKS:Please dress appropriately for weather conditions and carry a bottle of water and necessary medication. You need to be moderately fit for this walk and be able to walk for four miles without a break. In these walks we use; pavements, cross busy roads, public parkland, towpaths alongside water, other public paths, and tracks through woodland and countryside. Please only wear good sturdy shoes, trousers are recommended, and take care as surfaces may be uneven, and some paths are also used by joggers and cyclists. Be wary of portruding tree roots and low overhanging branches. If you require insurance for these walks then you must arrange this yourself. No large dogs or small children please. Please arrive in good time to allow opportunity to use toilets at the start of the walk as there may not be any toilet breaks available during the walk. WANT TO COME ON ANOTHER WALK? For a list of future walks go to[ http://www.meetup.com/KENS-EVENTS-EXPLORE-LONDON-SECRETS/events/](https://www.meetup.com/KENS-EVENTS-EXPLORE-LONDON-SECRETS/events/) DISCAIMER All Ken's Events are subject to a disclaimer. Please click here [https://www.meetup.com/kens-events-explore-london-secrets/](https://www.meetup.com/kens-events-explore-london-secrets/) to find out more about Kens Events/Walks and click on 'read more' to see full disclaimer. Please post no pre-event messages unless you are posting something relevant for the whole group. Kens Events also has a facebook page. [http://www.facebook.com/Kens.events](http://www.facebook.com/Kens.events) When you arrive at the station look for Ken with Kens Events/Meetup Badge outside the station. WHAT IF THE WEATHER IS BAD? - Light rain is not a problem, only very heavy rain will lead to a postponement.

ENJOY THIS UNIQUE WALK IN STUNNING GREEN SPACES. STRENGTHEN NEW FRIENDSHIPS IN A PUB SOCIAL AFTER THE WALK. Today we walk through the contrasting scenery of Crystal Palace Park, Biggin Woods, Norwood Grove and Norbury Park **WALK START:Crystal Palace Park Railway Station** (National Rail - Travel Zone 3/4) WALK ROUTE: From Crystal Palace Park Railway Station we walk across Crystal Palace Park and then enter Westow Park, Upper Norwood Recreation Ground, Biggin Woods, Norwood Grove and Norbury Park. WALK DISTANCE: Approx 6.5 miles. WALK FINISH: Norbury Station ( National Rail). STOPOUT POINT: Throughout the walk we will cross several London bus routes. **Scroll down to see Disclaimer and Notice of Risks.** ENJOY UNIQUE HEALTHY WALKS IN STUNNING GREEN SPACES OR ALONG WATERWAYS IN LONDON. STRENGTHEN NEW FRIENDSHIPS IN A PUB SOCIAL AFTER THE WALK. **COST of EVENT**: **All of the walks on this group are only £5 each to attend. Payment is not collected before the day of the event to allow you maximum flexibility.** **This walk is free for holders of the Ken's Events Membership Card.** Get out, explore and enjoy London's abundant green spaces and surprising surrounding countryside. Give up the city streets for a day and breathe some fresh air. Improve your overall fitness levels and make some new friends at the same time. Social Event: Our walks are social walks, where the emphasis is on meeting new people, enjoying nature, healthy exercise, and fresh air. Our walks are not interrupted with running commentaries or historical lectures, although occasionally features of significance may be pointed out. As such our walks will be continuous with few stops and it is your responsibilty to keep walkers ahead in view and to follow the direction of the walk. We always end the walk at a pub where the socialising can continue. Take this opportunity to visit green parts of London, unknown to most people, and that you would not otherwise have an opportunity to see. RISKS:Please dress appropriately for weather conditions and carry a bottle of water and necessary medication. You need to be moderately fit for this walk and be able to walk for four miles without a break. In these walks we use; pavements, cross busy roads, public parkland, towpaths alongside water, other public paths, and tracks through woodland and countryside. Please only wear good sturdy shoes, trousers are recommended, and take care as surfaces may be uneven, and some paths are also used by joggers and cyclists. Be wary of portruding tree roots and low overhanging branches. If you require insurance for these walks then you must arrange this yourself. No large dogs or small children please. Please arrive in good time to allow opportunity to use toilets at the start of the walk as there may not be any toilet breaks available during the walk. WANT TO COME ON ANOTHER WALK? For a list of future walks go to[ http://www.meetup.com/KENS-EVENTS-EXPLORE-LONDON-SECRETS/events/](https://www.meetup.com/KENS-EVENTS-EXPLORE-LONDON-SECRETS/events/) DISCAIMER All Ken's Events are subject to a disclaimer. Please click here [https://www.meetup.com/kens-events-explore-london-secrets/](https://www.meetup.com/kens-events-explore-london-secrets/) to find out more about Kens Events/Walks and click on 'read more' to see full disclaimer. Please post no pre-event messages unless you are posting something relevant for the whole group. Kens Events also has a facebook page. [http://www.facebook.com/Kens.events](http://www.facebook.com/Kens.events) When you arrive at the station look for Ken with Kens Events/Meetup Badge outside the station. WHAT IF THE WEATHER IS BAD? - Light rain is not a problem, only very heavy rain will lead to a postponement.

**BOOK HERE**: https://sportas.co.uk/games/47977 **Game Description:** Come and join a mid intermediate session in Canning Town 🚨Directions🚨 📍Enter via Morgan Street 🚶‍♂️5 minute walk from Canning Town Station🚗 Free car parking on site 🚿 Showers, changing rooms, water fountain & toilets are present **Rules** \- 3 teams of 6 \- Games to 15 points \- Max 2 games in a row \- Please be kind and respectful to all players 🧡

Participation in group travel is optional. You may attend the hike using your own transport. The hike itself is free of charge. If you are attending this hike event: \-\-\- **EVENT** Hike from the Sea \| free 35k \(21m\) challenge 💪 \| Eastbourne to Lewes [[Link](https://www.meetup.com/freehiketogether/events/313646291/)] \-\-\- **DATE** Saturday 09 MAY 2026 📍 **LONDON GROUP TRAVEL** The event host **[AdrianB](https://www.meetup.com/members/287692462/)** will be present as a focal point for group travel. 08:00 – Meet at **[London Victoria ticket office](https://w3w.co/gear.deputy.orbit)** 08:15 – Leave meeting point and board the train 08:24 – Train departs London Victoria 09:53 – Arrival at Eastbourne \-\-\- **THIS OFFER APPLIES TO YOU IF** * You want to pay a £13 total travel cost for the entire day * You are happy to travel in a group of four * You understand that individual tickets cannot be issued * You will be travelling from London Victoria to Eastbourne and returning from Lewes to London Victoria \-\-\- **🚨ANYONE WHO HAS SIGNED UP TO GROUP TICKET BUT HAS NOT PAID WILL BE REMOVED FROM THE EVENT TO ALLOW OTHERS WHO ARE READY TO PAY TO TAKE THEIR PLACE.** \-\-\- **HOW IT WORKS** You pay the organiser £13 in advance\*\*. The organiser will purchase\*\* [group tickets](https://ticket.southernrailway.com/daysave/2026-05-09/VIC/4/) once a full group of four has been confirmed. If a group of four is not confirmed, your payment will be fully refunded and you will need to arrange your own travel. \-\-\- **REFUNDS** If a group of four is not confirmed, your payment will be fully refunded and you will need to arrange your own travel. Once tickets have been purchased from National Rail, refunds are not possible. \-\-\- **❓ FREQUENTLY ASKED QUESTIONS** Q: What if I want to leave the group and travel on my own later? A: You cannot. You must remain with your group of four for the entire journey. Q: Will the organiser give me an individual ticket? A: No. The ticket issued is a group ticket and is valid only for four people travelling together. Q: Will the organiser give a group of four people a ticket? A: Yes. A group ticket will be provided as long as all four people stay together and travel together. Q: Who holds the group tickets, and how do we get through the barriers? A: The organiser will hold and present the tickets. We will pass through the barriers together as one group. Q: How much will it cost me on the day if I buy a return ticket with a Network Railcard? A: Around £24.95, so you will save about £12. \-\-\- **PAYMENT** Use payment link [https://monzo.com/pay/r/hike-together_daJqyL9Ev3ArvS](https://monzo.com/pay/r/hike-together_daJqyL9Ev3ArvS) Or direct payment to: Adrian Barnett trading as Hike Together Account number: 79677613 Sort code: 04-00-05 \-\-\- After completing payment, please send a private message to AdrianB confirming that payment has been made. Include your transaction ID and Meetup profile name so your bank account display name can be matched to your Meetup profile. \-\-\- **CONTACT** AdrianB: +44 (0) 7438 812 663 \-\-\- **CLOSING DATE** Sales close on Tuesday 5 May at noon, when the tickets will be purchased. \-\-\- **📍 LONDON GROUP TRAVEL MEETING POINT** The event host [AdrianB](https://www.meetup.com/members/287692462/) will be present as a focal point for group travel. 08:00 – Meet at [London Victoria ticket office](https://w3w.co/gear.deputy.orbit) 08:15 – Leave meeting point and board the train 08:24 – Train departs London Victoria 09:53 – Arrival at Eastbourne \-\-\- You may also join the group on the train at an intermediate station, such as Clapham Junction or East Croydon, to avoid travelling all the way to the main meeting point. However, you must first purchase a valid ticket to pass through the barriers at those stations when entering and exiting. \-\-\- **IMPORTANT** Please ensure you arrive at the meeting point on time. If you are not there when we leave to board the train, the group will proceed without you. \-\-\- **Group 1** Adrian - Paid Denise - Paid Emily - Paid Jane - Paid **Group 2** Ana - Paid Angela - Paid Ashvin - Paid Igor - Paid **Group 3** Clair - Paid Marianne - Paid Ranj - Paid Zyerak - Paid **Group 4** Roni - Paid Prabhoo - Paid Shan - Paid Katja - Paid **Group 5** Anne - Paid >>> Federica MimHee Kim - Paid Chris - Paid Ieva - Paid \-\-\- **NOTE** If you prefer to arrange your own group travel, you can purchase tickets directly from National Rail **[HERE](https://ticket.southernrailway.com/daysave/2026-05-09/VIC/4/)**.

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

ASH is Atheists, Skeptics and Humanists of First Unitarian Universalists of Columbus Ohio TBD Snacks are usually available, and you are welcome to bringing something to share!

**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

**Total Eclipse of the Chart: School Redistricting Dashboards** In this presentation, we will explore the utilization of maps, sets, and SQL within a Tableau dashboard to help provide “what-if” analyses generated through the use of a mapped dashboard, providing different scenarios and the potential implications of these. While in this use case we are focused on a large school district, the concepts of utilizing existing data to explore the future impacts of modifying different geographic boundaries can be useful to many industries, balancing the mix of maps with visual analytics. **About Our Speaker** Robert Kramer is the Data Systems and State Reporting Coordinator at South Western City Schools in Grove City. He has worked there for 17 years, serving previously in the roles of Data Analyst, Programmer, and Operations Coordinator. Prior to working at South Western, he worked as a Systems Engineer at Pinnacle Data Systems in Groveport. He graduated in 2005 from The University of Toledo with his Bachelor’s in Computer Science and Engineering, and a minor in Mathematics. Robert resides in Obetz with his wife, and their 15 and 12 year-old daughters. He was also just elected to his 3rd four-year term on the Obetz City Council. Thanks to our 2026 sponsors: [Clarivoy](https://www.clarivoy.com), [What Box Consulting Group](https://www.whatboxconsultinggroup.com), [Conductrics](https://www.conductrics.com), and [Piwik PRO](https://piwik.pro) More info at [cbusdaw.com](https://cbusdaw.com)

Get ready to connect, collaborate, and grow your community at the ***Smashing Your Sales Goals (SYSG) Spring Meet-N-Greet!*** *Smash Nation*— a vibrant and welcoming community for creative consultants, social innovators, professional service providers, entrepreneur support professionals, and the small business ecosystem builders —invites you to join in welcoming the Spring 2026 Cohort of dedicated business owners ready to take their venture to the next level. Join ***SYSG*** cohort members, trainers, sponsors, and partners for an engaging and interactive networking experience. This isn't just another meet-and-greet; it's a dynamic opportunity to gather, strengthen relationships, and actively brainstorm business development opportunities in a relaxed and supportive environment. Come ready to: * ***Connect*** with key players and potential collaborators in the small business community. * ***Share*** your successes, challenges, and insights with peers. * ***Brainstorm*** innovative strategies for sales and business growth. * ***Discover*** new partnerships and future partners. Let's amplify our collective impact and smash those sales goals together! **Who Should Attend:** Spring, Summer, and Fall 2025 Cohort Members, Spring 2026 Cohort members, Trainers, Facilitators, Program Sponsors, Future Sponsors, Velocity Applicants, and Program Partners. **When**: Tuesday, May 26, 2926 **Where**: Warner Wood Park and Pavilion [4747 Central College Road, Columbus, OH 43081](https://www.google.com/maps/place/Warner+Woods+Park+%26+Pavilion/@40.0999435,-82.8601323,839m/data=!3m1!1e3!4m6!3m5!1s0x88385f0025d4381b:0xc15eb51285691f4f!8m2!3d40.1002108!4d-82.8612015!16s%2Fg%2F11wb2pg50g?authuser=0&entry=ttu&g_ep=EgoyMDI0MTAwNS4yIKXMDSoASAFQAw%3D%3D) **Time**: 4pm-6pm [To Officially Register Go To --> https://api.leadconnectorhq.com/widget/form/W0CGLL8jvz4EkLNK5jav?notrack=true](https://api.leadconnectorhq.com/widget/form/W0CGLL8jvz4EkLNK5jav?notrack=true) Meet ***Smashing Your Sales Goals*** expert trainers, sales coaches, community supporters and partners. Learn more about upcoming SYSG events, trainings coaching opportunities to help take your business from surviving to thriving today! This event is FREE and OPEN to the PUBLIC!

Join us for a practical, beginner-friendly guide to choosing the right large language model. We’ll compare major models like ChatGPT, Claude, Gemini, and Llama, talk about when to use hosted APIs versus local models, and break down the tradeoffs around cost, speed, quality, privacy, context windows, coding ability, and reliability. You’ll leave with a clearer mental model for picking an LLM based on your actual use case instead of hype, benchmarks, or brand names. No deep AI background required. LOGISTICS AND PARKING: The talk starts at 7:00 PM. The first half hour is reserved for everyone to get set up and mingle. Free pizza and drinks! The cheapest parking option is to find street parking, which will only cost you a few bucks. Otherwise, park in the nearby veteran's museum lot for $8. It's highly recommended you avoid the nearby $15 garage parking.