Creating Amazon Cloud Applications

Do you ever find yourself looking for more from your relationships? Or finding that relating with others is challenging, and wish you could have help? This event may be for you. We’re having an afternoon of organized discussion about what it means to be human and to relate with others, followed by some connection exercises to practice skills and techniques. The discussion salon will include opportunities to share feelings in groups of different sizes. It’s a chance to feel heard and connected, and to practice openness and compassion and empathy. The connection exercises, following the discussion, will provide an opportunity to learn and practice skills that are helpful for open relating. These exercises may include opportunities for gentle, non-sexual touch and may tenderly touch on challenging edges for some people, including the possibility of some clothing optional exercises towards the end. Participants are always at choice, including choosing to observe the exercise or leave this part of the program. This month's theme is conflict & repair - this theme will inform some of the exercises and the discussion. But the overall format is similar from month to month. (Previous themes have included authenticity & vulnerability, and empathy & compassion) After the salon there will be a small casual gathering with snacks and a chance to connect informally. The duration of the event is about 3 hours. There is a suggested donation of $15 to cover the cost of snacks and materials. A donation jar will be available at the event. Note that this event is being run twice, once on Saturday May 16, and again the next day, because the last two events we ran were full and we had to turn people away. The content of the event will be identical, but the participants will be different. The Sunday event is already full but there is a wait list, and there's a decent chance that spaces will open up before it happens. The Saturday event has space. Each day there will be up to 12 participants; some are coming from the open relating community via Facebook or other contacts, while others are new to the community and are coming via Meetup. I will be asking registered participants and people wanting to be on the wait list for contact information other than Meetup, either a phone # for texting or a Facebook contact for messaging. This is because often things change at the last minute (e.g. spaces open up for the waitlist, people have questions about parking, etc., etc.) and I want to be able to contact you quickly, and experience has shown that most people don't check Meetup messages frequently enough to communicate quickly enough. I will send information about address and logistics to registered participants a few days before the event.

CN Tower - $59 + Tax Ripley's Aquarium - $50 + Tax Food - Pay yourself.

(Inside Malang bar & Lounge) 🎟 $15 Admission — includes shared pool table access 🧑‍🤝‍🧑 Open to all! Limited to 35 attendees – secure your spot now! 🗓️ Every Sunday, 7:30 PM 📍 918 Dundas St E Unit C2/C3, Mississauga, ON L4Y 4H9 🤝 Curated networking activities for easy connection Forge meaningful bonds and expand your network at our vibrant community gathering! This isn't just another event; it's an opportunity to connect with like-minded individuals in a relaxed and inspiring atmosphere. Imagine an evening filled with engaging conversations, shared laughter, and the beginning of powerful new collaborations. You'll discover fresh perspectives, unlock potential opportunities, and strengthen your professional and personal circle within the Synergy Hub community. Don't miss out on crafting unforgettable moments and building your invaluable support system. For added fun and easy ice-breaking, attendees will have access to shared pool tables, creating a casual and interactive way to connect throughout the evening. • Expand your professional and personal network • Discover potential collaborations and opportunities • Gain fresh insights and diverse perspectives • Strengthen your sense of community and belonging Come for the connections. Stay for the community. Leave with lasting relationships.

***\*\*\*This class is open to all levels, weather permitting; in an event of poor weather conditions class will be changed to a regular class\*\*\**** **Come workout, have fun, relieve your stress, and meet your fellow neighbours!** Welcoming interested people to join our FREE classes every Tuesday evening from 7:00pm to 9:00pm and every Sunday afternoon from 2:30PM-4:30PM near Bathurst/Lake Shore area. Classes are led by our event organizer, Master **Dave Crook**, a seasoned 4th degree black belt Hapkido practitioner from a respected academy with many years of experience in this art and various others. **About this form of martial arts:** Hapkido is a hybrid Korean martial art. It is a form of self-defense that employs joint locks, grappling, throwing techniques, kicks, punches, and other striking attacks. **How to join:** Join this group/event and directly message me with your interest. **Q: Is this completely FREE?** A: Yes, classes/lessons are completely FREE **Q: Do I require a gi/uniform to participate?** A: Gi is completely optional, only required when doing groundwork grappling/throw techniques **Q: Are there grading and belt progression?** A: Yes, there are grading and belts, which will cost $30 just to cover the cost, testing will done when YOU are comfortable and ready! **Current Martial Artists Belt Status:** 1x Masters - 4th Degree Black Belt 1x Yellow Belt (former red belt) 1x Yellow Stripe Belt 134x White Belts **Belt Colours - Progression in Descending Order:** * White Belt * Yellow Stripe Belt * Yellow Belt * Orange Stripe Belt * Orange Belt * Green Stripe Belt * Green Belt * Blue Stripe Belt * Blue Belt * Red Stripe Belt * Red Belt * Black Stripe Belt * Black Belt **Curriculum of Techniques** **White Belt to Yellow Stripe:** **Strikes (all strikes from left wrist grab, striking with right)** 1\. Sword Strike to Clavicle 2\. Nunchuk Strike to Temple 3\. Companion Sword Strike with Elbow Strike to Solar Plexus 4\. Spear Hand to Femoral Artery 5\. Palm Strike to Floating Rib 6\. Spear Hand to Trachea **Breakaways (all breakaways from right wrist grab)** 1\. Latissimus Dorsi push with bucking back fist 2\. When pulled with bucking back fist 3\. When pushed with bucking back fist 4\. Downward break away with elbow strike 5\. Live\-hand tricept push up with elbow strike 6\. Assisted tricept push\-up with elbow strike **Take Downs (performed both sides)** 1\. Pivot throw Joint Locks (all joint locks from right wrist grab) 1\. 'Kul Nut Key' to elbow 2\. 'Kul Nut Key' to elbow 45 degrees 3\. One inch bow 4\. Side wrist lock \- bend elbow 5\. Side elbow lock 6\. Elbow lock controlled **Escapes From Mounted Position (all from opponent on mount position - performed both sides)** 1\. Escape to Mount 2\. Escape to Guard 3\. As punches are received \- buck \- single arm hook \- roll 4\. As punches are received \- buck \- shoulder walk \- two arm hook \- guard 5\. Escape when head is locked 6\. Escape when head is locked with high mount **Kicks (both sides)** 1\. Side kick **To learn more about Hwa Won Yue Hapkido visit our website here:** http://www.hapkidohwawonyue.ca/toronto.html#

Archetypal Coaching — Activate Your Goals with Ancient Wisdom Ready to energize your goals and gain clear direction? In this weekly meetup, we work with powerful archetypes from ancient traditions to align your intention, sharpen your strategy, and ignite real momentum. 4 Sessions Per Month Tap into the power of 4 ancient traditions: • Egyptian — Strategic clarity & long-range vision • Scandinavian — Decisiveness & breakthrough energy • Greek — Harmony, inspiration & personal charisma • Sephirotic (Kabbalistic) — Deep integration & energetic anchoring. Each 90-Min Session Includes: • Group energy alignment (20 min) • Personal goal setting in the energy of the week’s tradition (20 min) • Group activation & anchoring (20 min) • Personal alanyses, archetypal insights & support circle (30 min). What You’ll Gain: ✓ Mental clarity & motivation ✓ Energetic support for your path ✓ Clear, inspired next steps ✓ A deeper connection to purpose. When: Every Sunday afternoon 4-6pm Fee: $50 CAD per session (Limited spots available) Facilitator: Andrey Litvinov — Business Coach, Psychotherapist, Grand Master of Reiki Yggdrasil To Reserve Your Spot: Pre-registration required via WhatsApp or Telegram Message: t.me/AndyTherapist WhatsApp: +1 437 606 6502

Struggling with motivation and focus as you hammer away on your manuscript at home? Want to join a community of writers as we embrace the joys and pains (mostly pains) of writing together? Bring your laptop, pen & paper, old-school typewriter, or futuristic writing gadget, and join an enthusiastic community of science fiction and fantasy writers as we work on our current projects in the same space. The format will be similar to our online writing sprints: 30-minute blocks of focused, quiet writing time (the sprints), interspersed with breaks where we can chat, ask questions, and share our writing experiences.

Hello everyone, **\*\*Kindly Read Carefully\*\*** Please join me and my other groups for a great **Sunday afternoon in** **Port Credit.** If you have never been; it's a great place to enjoy the sun, the water, the trees, the flowers, grab a coffee, ice cream, go for a leisure walk by the lake and then enjoy a tasty meal. Port Credit is also known for it's live music and dancing too (Event is both indoor and outdoor) I'm going to show us all around Port Credit, play a couple new ice breaker games and then head to a fun restaurant in the main strip of town with a great dinner menu following the walk. \*The walking portion will be roughly 2 hours with some stops along the way; then we will head for dinner and more mingling. This will be a fun day and evening gang! We will meet at **Star Bucks (111 Lake Shore Rd. West) in Port Credit** where you are welcome to grab a beverage or pastry if you like. This will give us an opportunity to introduce ourselves as everyone arrives; then make our way on our small evening adventure through **Port Credit.** More details below: Sincerely, Steve Flemming (Organizer/Host) **Event Details:** **\*Long Weekend NATURE WALK and NIGHTLIFE IN PORT CREDIT\* (Walk, Talk & Flock!)** -A great day as we explore some of the best area's of Port Credit near the water, board walk and entertainment strip (lots of live music too) -We can stop and rest at different spots, take some lovely scenic photos, group photos and share some laughs together -Play a couple ice breaker games near the beginning as well to help us get to know one another \*A great way to naturally make connections, get some fresh air and enjoy our long weekend together) \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- **Event Fee:** 10 dollars (cash only) when you arrive (HST is included) or e transfer in advance to Steveflemming11@gmail.com \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- **Time and Location: Where to meet us?** We will meet at **Star Bucks (111 Lake Shore Rd. West) in Port Credit** where you are welcome to grab a beverage or pastry if you like. \*Arrive early if you like (however we will meet out front at 4::00 p.m. (we will wait for everyone to arrive until roughly 4:30) Go Train will take you there by Union Station too :) Plenty of parking in that area too- especially near Front Street and the Library :) \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- ***Thanks for reading everyone, remember to RSVP and see you real soon!*** :) \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-

This group is for badminton enthusiasts who are passionate about exploring the connections between metabolism, energy, and exercise. We are welcome beginner plus, intermediate and advance level players looking to improve your skill or a seasoned player seeking to optimize your performance on the court, this group is for you! Join us for friendly games. This badminton session is a weekly event and it is followed with dinner together but it is optional. Birdies: Please bring one birdie with you. However, if you are intermediate plus or advanced level, bring two birdies with you. Court fee: It will be informed at the comment section by 4pm. Cost per person is either $162 (for 3 courts) divided by the number of players attended OR $108 (for 2 courts) divided by the number of players attended. My email address for etransfer is: lingseilau@yahoo.com

7.30pm-10.30pm Social Dance Usually more than 50 people join us for a fun Salsa/Bachata night. The best way to end the weekend! You don't need to have a partner or be an experienced dancer. We provide two classes for beginner level and intermediate level. ◾When You Arrive ◾ - Sanitize your hands before entering the dance studio & in between dances, please - Do not come to dance if you show any symptoms of cold/flu ◾ Drop in : $15 ◾ * Every Sunday * 📍39 Glen Cameron Road, unit #1 Thornhill, Ontario From: 7.30 - 10.30 pm Cover fee: $15 at the door We will also be hosting two free salsa lessons and a bachata lesson: (it's included) *6.30pm-7.30pm Bachata L1 by Estephan [small room] *6.30pm-7.30pm Salsa by David [large dance studio] *7.30pm-10.30pm Sunday Social Dancing [large dance studio] * Music: Mostly Salsa & Bachata, some Merengue and a few Cha Cha and Kizomba. Come out and enjoy the night away! * Usually, more than 50 people are attending this social, and people switch partners, so you don't need to bring a partner. 647-504-9876

Join our **Spanish–English Language Exchange Meetup** and improve your conversation skills in a relaxed, social environment. This free event is perfect for anyone looking to practice Spanish or English while meeting new people in a cozy coffee shop setting. ### **🗣️ What You’ll Do** * Practice Spanish and English through real conversations * Join small groups and switch languages throughout the event * Learn practical vocabulary and everyday expressions * Build confidence speaking in a supportive environment ### **👥 Who Should Attend** * Spanish learners (all levels) * English learners (all levels) * Native speakers who want to help others * Anyone interested in language exchange and cultural connection ### **☕ Venue** We meet at a local coffee shop—just grab a drink and enjoy the conversation! ### **💸 Cost** **FREE event** (please support the venue by purchasing a drink) ### **🌟 Why Join?** Language exchanges are one of the most effective ways to learn. You’ll improve faster by speaking with real people, hearing authentic accents, and using the language in everyday situations. Whether you're a beginner or fluent speaker, you’ll find a welcoming community ready to practice and connect. **👉 RSVP now and start speaking with confidence!** **Héctor**

Join us at our vegan-friendly social climbing session! We welcome all vegans, vegetarians, or anyone who is curious about the lifestyle and/or interested in eating more plant-based. No climbing experience is necessary. Whether you're a seasoned pro or a first-time climber, all are welcome. We will be bouldering, top roping, and using autobelays - feel free to join whichever activity you're interested in! For those who are climbing for the first time, not to worry as it is quick to pick up and we are happy to provide some pointers on technique. You can boulder or use the autobelays after getting a quick orientation from the staff at the gym. For top roping, we're happy to belay any of our attendees. **Fees**: * $28 admission fee, plus rentals Climbing shoes are strongly recommended (disclaimer: rental shoes are not vegan as they contain suede/leather). Harnesses are only necessary for top roping and autobelay, but we encourage you to try it! * Shoe rental: $7.50 * Harness rental: $7.50 Remember to sign the [waiver](https://waiver.smartwaiver.com/w/5acbb8d9c6cc8/web/) before you hit the rocks! You can sign the waiver online or in person once you arrive. Happy climbing! 🧗‍♂️🌱 Note: Clean indoor shoes are allowed to be worn, however we highly recommend using climbing shoes otherwise your experience will be negatively impacted.

Discover the charm of Elora Township, home to the stunning Elora Gorge with its dramatic cliffs. Wander through the picturesque town and unwind in the serene Elora Gorge Conservation Area for a perfect blend of nature and small-town beauty. We'll meet and park the cars at Hoffer Park - 73 James St, Elora, Ontario Pack a lunch, water and snacks. **Important Reminder:** By participating in this hike, you confirm that you have read, understood, and agreed to the Liability Waiver and Acknowledgement of Risk. If you have not done so, we kindly request that you refrain from participating in this event. We appreciate your cooperation and look forward to an enjoyable and safe adventure! • Dress for the weather! Prepare for the weather and wear suitable gear for the trail. • Arrive on time! Please be punctual, as the group will leave on time. • Know your limits! Choose the hike that match your fitness level. If you are lost, please call my cell: 647-949-6912

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 will show how to build custom agents with Microsoft Agent Framework. Attendees will learn how to build and custom host agents when Microsoft Foundry is not a viable option.

In the midst of life’s storms—whether in relationships, work, or within ourselves—it can be difficult to find clarity and calm. The “I” Of the Storm: Embracing Conflict, Creating Peace, based on the work of Dr. Gary Simmons, invites you to discover the steady center within—the part of you that remains grounded even when everything around you is in motion. Led by Brian Drafton-Griffin, this engaging workshop offers practical tools and meaningful insights to help you navigate conflict with greater awareness, compassion, and confidence. Through guided discussion and reflection, you’ll learn how to shift from reaction to response and transform challenges into opportunities for growth and connection.

**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

Start your week the right way with Manic Mondays. Giving you an enjoyable Bachata lesson with a push of cool moves. The second hour has Beginner/Intermediate Salsa on 1. You must understand basic Salsa skills to participate. 730pm-830pm Bachata Cool Moves 830pm-930pm Salsa On 1 (Beginner/Intermediate) 15 for One Class 20 for Both Free Parking & Plenty of Dance Space. Viva Dance Columbus 2809 Festival Lane Dublin OH 43017

**Building a great product is one thing—building momentum behind it is another.** Join **Senior Product Manager Adam Solaiman** and **User Experience Manager Tyson Smith** for a behind-the-scenes look at what it takes to turn complex ideas into scalable products inside large organizations. In this session, they’ll share how teams move from ambiguity to execution—navigating organizational complexity, aligning stakeholders, and continuously evolving products after launch. You’ll walk away with insights on how to: * Build and sustain momentum across teams * Adapt to changing priorities without losing direction * Scale products thoughtfully in complex environments Whether you're driving a new initiative or growing an existing product, this conversation will give you practical strategies to keep things moving forward. Come connect, learn, and swap stories with fellow product professionals. \-\-\- Food and drinks will be provided by Switchbox, our generous host. Free parking will be available at the front and back sides of the Switchbox Office.

**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