Algorithms

[Book Your Classes by Clicking This Link! ](https://crowndancestudio.com/group-classes/) Friday: Advanced Expression End the work week with high-energy **Advanced Rhythm** from **7:00 PM to 8:30 PM**. This session dives deep into the technicalities of Latin and Ballroom styles like Rumba, Samba, or Mambo, designed for dancers who value precision and artistic expression. For $25, you'll receive intensive instruction that pushes your physical boundaries and refines your competitive or performance edge in a high-vibe atmosphere. **When: Every Friday** **Time: 7:00 pm to 8:30 pm.** **1 Dances per month:** **\*Please check the flyer on the group class page for the dance of the month. Or contact us to find out.** **Cost:$25 per person for 90 min.**

Every Friday night at 7:30pm you are welcome to attend the Covenant Life Church School of Holy Spirit. Whether you are just beginning in the prophetic or a seasoned saint, the Friday night School of the Holy Spirit provides the opportunity to be trained and exercised in the Gifts of the Holy Spirit. The sessions are taught by Apostle/Prophets Jeff & Linda Herbert who are ordained by Christian International. They are fully certified by CI to raise and train using the Manual for Ministering Spiritual Gifts and the Apostolic Prophetic Training series. Everyone who is willing will have the opportunity to pray for others during the activation times and will be used in their gifts. All sessions are free. Everyone is welcome. Childcare is not provided. For additional information: www.covenant-life-church.org

[Book Your Classes by Clicking This Link! ](https://crowndancestudio.com/group-classes/) Finish your week strong with a dance instruction that blends technical skill with pure social joy. This Friday session is a favorite for single moms and retirees to practice their new moves, and enjoy a vibrant community atmosphere before the weekend begins. We make it easy for every student to stroll across the dance floor with some American Smooth from **11 AM to 12 PM.** Price: $25 Drop-in / Membership **DOES NOT** include this class!

## Details There’s something magical about being under the same roof with people who truly understand your journey... But nothing replaces the energy of looking someone in the eye and saying, “I get it. I’m on this path too.” THIS Friday May 8th, experienced investors and aspiring wealth builders will gather in Hanover, MD for one special evening of authentic connection, learning, and growth. Whether you’re: \- Just starting your real estate journey \- Scaling from single\-family to multifamily \- Looking to connect with like\-minded professionals \- Ready to learn from others who’ve walked this path This evening is for you. We’ll share stories, insights, and the kind of conversations that only happen when passionate investors come together in person. 🗓️, Friday May 8th at 6PM 📍 Cambria Hotel Arundel Mills, 7700 Milestone Parkway, Hanover, MD Register: https://40jgai.share-na2.hsforms.com/2CekDoZzuRgSMwvhu7ZX1fA Looking forward to meeting you

What does it look like when ideas come to life? Join NOVA Scribes and MAFN for a full-day, in-person open house where the public is invited to step inside the world of facilitation. This is a come-and-go experience designed for curiosity, exploration, and conversation. Whether you are new to facilitation groups, you are welcome. The space will be set up as a "theater in the round," (see the image) with facilitators working live around the room. Throughout the day, you will see different techniques, styles, and modalities demonstrated in real time, from visual templates, facilitation tools, and decision-support methods. You can observe, ask questions, and engage directly with the practitioners as the work unfolds. **What you can expect** * Live demonstrations of facilitation techniques * Multiple practitioners working simultaneously, each with their own approach and style * Short, informal demos and tiny teaches that explain how and why specific techniques are used * Opportunities to talk one-on-one with experienced facilitators * A chance to see how facilitation can support sensemaking, alignment, and group dialogue **What you might explore** * Methods and templates for planning, strategy, and reflection * Facilitation methods that support participation and decision making * Tools, materials, and setup considerations for live work This open house is designed to be accessible, hands-on, and inspiring. You do not need to stay all day. Come for 20 minutes or stay for hours. Watch ideas take shape. Notice how facilitation can change the energy in the room. Ask the questions you have always wanted to ask. If you have ever been curious about how facilitation works and supports groups, this is your chance to experience it up close. **Open to the general public. No prior experience required.** We’re not charging for this workshop, but we will be asking for donations!

Here's a wonderful opportunity to visit the Galapagos Islands and see those huge tortoises, blue-footed boobies (birds) and the great frigate birds whose red pouches from the males get inflated like a balloon when they court! #### Independent Package Includes: * Round trip flights Miami-Quito, Quito-Miami * All intra-flights: Quito-Baltra & Baltra-Quito * 6 nights accommodations * 3 nights Quito * 3 nights Galapagos Islands * Hotel taxes, fees & service charges * All transfers included only with airfare purchase on package arrival & departure dates† * 9 meals: 6 breakfasts, 3 lunches * Services of English-speaking local guides * Services of English-speaking naturalist guides in the Galapagos * Shore excursions * Tips for porters, wait staff & local guides on included services * Galapagos National Park fee of $200 * Galapagos Transit Control Card fee of $20 **Special Features** * Embark on a journey to the beginning of time in the Galapagos Archipelago of volcanic islands * Tour the Charles Darwin Research Center to learn about their preservation goals * View the iconic Pinnacle Rock, a towering lava structure on Bartolomé Island * Explore areas with blue-footed boobies, frigate birds, and sea lions †Transfers are available for purchase for land only or on alternative flight dates if pre/post accommodations are booked with the tour company. **Not Included:** Optional tours and gratuities (unless otherwise specified). #### Is This Trip Right for You? #### **Uniqueness of Destination:** The Galapagos Islands' power grid is supplied by a mix of diesel generators and renewable sources, which can lead to inconsistent air conditioning during periods of high heat and humidity. #### **Things to Consider:** There are multiple early mornings. Getting to the Galapagos requires a flight from Quito to the Island of Baltra, where you will transfer to the Baltra Seaport and travel by boat to Santa Cruz Island. In the Galapagos, it takes approximately two hours on foot to get to and from the areas populated with wildlife. Small boats require agility to embark and disembark. This tour includes animal-related activities which carry inherent risks, as animal behavior can be unpredictable. You may choose not to participate. This tour visits areas of high elevations in Quito (9,300 feet), which may be a consideration for those who have heart conditions or are otherwise affected by height. If you have any concerns about traveling to higher than your accustomed elevation, please consult your healthcare provider. This tour is not recommended for people who have difficulty walking. #### **Transportation:** Modes of travel will include a boat and a panga (dinghy). #### **Pace:** Expect 3-4 hours of walking on included sightseeing days, as well as considerable time standing. #### **Terrain:** On this tour, you may need to walk on rough, rocky trails and challenging terrain, navigate steep steps or slopes, and encounter cobblestone streets. You will experience wet landings in water, on sand, rocks, and dry landings on wooden docks. #### **Travel Style:** **This is an independent program and does not include the services of a tour manager.** **CHECK VISA REQUIREMENTS**: www.cibtvisas.com (You are under no obligation to use this vendor; do your own research; this is just to check to see if a visa is needed) COST: From $2399/pp Land & Air fr. Miami: From $3009/pp; Airfare out of all Washington DC airports are the same price as of today 1/19/26. Single Supplement $450 Non-Refundable Deposit: $300/pp Final Payment Date: 2/8/26 **HOW TO GET BOOKED AS PART OF OUR GROUP:** Email me the following information for each passenger to [Supra1214@aol.com:](http://Supra1214@aol.com/) 1. Your full name as it appears in your passport 2. Your mailing address 3. Your telephone number 4. Your email address 5. Your date of birth 6. Your passport number & expiration dates 7. Your emergency contact info (Name and phone number) 8. Type of cabin needed (single or double; interior, oceanview or balcony). If double, provide the same information for your roommate. 9. Signed credit card authorization (will email upon receipt of items 1-8) **PARTICIPATION IN THIS EVENT** Participants in this event should note the Liability Waiver in the PAGES section of this Meetup group. Please read it carefully. Members of this group are expected to conduct themselves in a way that is mindful and considerate of the health, safety, and welfare of themselves and other participants in any Active Friends Travel With Friends of the World Meetup activity. It is understood that you have voluntarily chosen to participate in this activity of your own free will. By joining this group and this activity, you agree to the Liability Waiver in the Pages section of this Meetup group.

“When you open yourself to divine truth, the mere fact that you can identify a problem means that you have the solution within you. What you are attempting to achieve through the Spiritual Exercises of ECK is the expansion of consciousness whereby you can better see the solution to your problem.” ─ Harold Klemp, The Golden Heart, p. 88 You are Divine Soul – and have the godlike power of creative imagination within you. Using this power, you can find solutions for every problem and take charge of your own life. But how do you actually do it? How can you best tap the creativity of your true self, and manifest a happier and more productive life for yourself now? During a lively discussion, we’ll explore ways to more consciously connect with the Divine power, more effectively address our fears, and transform the way we identify and work with problems. All attendees will receive a free copy of the book, “ECK Wisdom on Solving Problems.” We look forward to seeing you there!

[Book Your Classes by Clicking This Link! ](https://crowndancestudio.com/group-classes/) Take a deep dive into the world of Latin rhythm with our **Level 2 Bachata workshop from 1:30 PM to 3:00 PM**. This 90-minute intensive is crafted for dancers who have moved past the basics and are ready to refine their body mechanics, intricate footwork, and partner connection. **For $25,** you’ll receive focused, high-value instruction that bridges the gap between foundational steps and social dance mastery, ensuring you leave the studio feeling confident and inspired

“When you open yourself to divine truth, the mere fact that you can identify a problem means that you have the solution within you. What you are attempting to achieve through the Spiritual Exercises of ECK is the expansion of consciousness whereby you can better see the solution to your problem.” ─ Harold Klemp, The Golden Heart, p. 88 You are Divine Soul – and have the godlike power of creative imagination within you. Using this power, you can find solutions for every problem and take charge of your own life. But how do you actually do it? How can you best tap the creativity of your true self, and manifest a happier and more productive life for yourself now? During a lively discussion, we’ll explore ways to more consciously connect with the Divine power, more effectively address our fears, and transform the way we identify and work with problems. All attendees will receive a free copy of the book, “ECK Wisdom on Solving Problems.” We look forward to seeing you there! A flyer for this event is available for you at: https://eck-va.org/wp-content/uploads/2026/04/Poster-for-May-10th-2026-Partnering- with-Spirit-to-Solve-Problems-Rev-1.pdf

This is an absolute beginner Salsa group class. It is specifically designed for those with no prior experience in Salsa and participations does not require having a partner. Every Other Sunday: $25 per person. [Click Here to Sign Up](https://crowndancestudio.com/) 2:00 pm to 3:30 pm Beginner Bachata.

is is an In-Person Writing Event at Three This is an In-Person Writing Event at Kaldi's Social House in Clarendon! Please join us. This is not a critique session or discussion event. If you're interested in attending one of our regular meetings to discuss the art and craft of writing or to review another's work, please join us for a regular meeting on Wednesdays from 7p-9p.

Let's get together to play some competitive coed doubles volleyball. **COST**: FREE **Court Type**: Outdoor grass **Minimum Skill Requirements**: Solid BB (click [here](https://docs.google.com/document/d/1PojSi4qdlRsv1msCHhvpQ43iDc4FfzQwpWCc3kafVMY/mobilebasic) for details) Attention: 1. This event is **not always on a first come, first served basis**. [Good doubles partner](https://docs.google.com/document/d/14weEw-P52XKx0P8K2l-ZOFtYU61wmfdkSkopbG5avro/) and those who can bring a net and ball, may get priority over others on the waitlist. 2. Since skill levels are **self-reported**, some attendees may not meet the expected level in reality, so we encourage you to choose a partner you can enjoy the game with, and since this is a **competitive** event, it is okay if you make a strong team and win all the games. 3. Each person must help set up and take down one net, leaving some nets unset for latecomers. **Smiley Social documents:** 1. [Group Rules](https://docs.google.com/document/d/1HrG35p_0M08leRvCp8XWG3CMkr_GL928XFabl5T6Dvg) 2. [Smiley Social Volleyball Levels](https://docs.google.com/document/d/1PojSi4qdlRsv1msCHhvpQ43iDc4FfzQwpWCc3kafVMY/edit) 3. [Good doubles partner](https://docs.google.com/document/d/14weEw-P52XKx0P8K2l-ZOFtYU61wmfdkSkopbG5avro/) 4. [Liability Waiver](https://docs.google.com/document/d/1W2mq-7m99lmvd7gdWYaSUFtvVg4UGnzV6koafAbHmco)

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 are excited to host Guided Meditations on Sundays at 6 pm in our Ashram/Gallery/Home! !! !! Everyone wants to know what kind of God we worship and what kind of meditation we do. We worship the GOD that LOVES US! We understand that god is an energy and it lives in us as us. Our meditations guide others to actually experience that energy! xoxo We don't just talk about peace, love and affection, we experience it :) Also we are a home not a business, so we enjoy building community one friend at a time. We always build in time for people to mingle & develop friendships! xoxo Much Love, Frank Tennyson Namaste, Frank Tennyson http://photos3.meetupstatic.com/photos/event/a/f/9/9/600_447824953.jpeg

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.

Rev. Steven Clevenger is an ordained spiritualist minister with over 40 years experience as a Spiritual Healer, Clairvoyant and Spiritual Teacher, educated and trained at the White Lily Chapel. Rev. Siobhan Wolf Shaffer is an ordained spiritualist minister and certified medium and healer with over 20 years experience. She began her development in 1988 in Pennsylvania and continued when she moved to Ohio in 1998 where she studied at Rays of Lights Church with Rev. Steven Clevenger. Our full worship services consist of an inspirational lecture, healing meditation, and messages from the spirit world that serve to demonstrate evidence of eternal life. Please visit our Official Church Website (http://raysoflightchurch.com) for more information.

**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

We'll meet at The Capital One Café, 167 Easton Town Center, Space A-103. This is in the main mall where the Microsoft store used to be, on your left if you're standing at the bottom of the AMC Theater escalator. Join us on Saturday for an hour of uninterrupted wordmaking! • What we'll do Join us for an hour of writing! We’ve discovered that it’s strikingly helpful to write with other writers. See if it’s true for you at 10AM on Saturday mornings. Be it a book, blog, script, essay, dissertation, resume, melody, poem or just plain work stuff, you are invited to write it with us. No one will see what you've written or give you unsolicited advice. Instead of just thinking about writing, come and get some real writing done. SCHEDULE: 10:00 - SESSION 1: quick intros. 10:10 - timer starts: write for 1 hour. 11:10 - chat / take off / keep writing. OPTIONAL SOCIALIZING happens at 11A-11:30ish. Writing is very solitary. Connecting (and sometimes even commiserating) with other writers is a cool thing. BEING LATE IS OKAY: just show up and get settled, then check-in with me after the session. (I’ll be the person with the Shut Up & Write! sign.) If you were on time, please be willing to make room for the friendly latecomer. Happy writing and I look forward to seeing you! • What to bring Whatever you need to be able to write! Bring earbuds/earplugs if you want to block noise or the occasional conversation by other patrons. Electrical outlets are limited, so charge your devices before whenever possible. See you at The Café on Saturday!

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)