MapReduce

[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.**

There is no such thing as too much Ocho de Bastos. They will be part of Rockville Squares summer concert series. Bring a chair.

PyData London 2026 brings together data scientists, engineers, and researchers from around the world for three days of insightful talks, tutorials, and community connection. Hosted in one of Europe’s leading tech hubs, the event highlights the latest developments in Python, machine learning, and data science. Attendees can expect a mix of cutting-edge research, real-world applications, and opportunities to network with industry leaders. Whether you're a beginner or an expert, PyData London offers something for every level of the data science community. **THIS IS NOT A TICKET- TICKETS MUST BE PURCHASED ON CONFERENCE WEBSITE.** https://pydata.org/london2026

**Click** [here ](https://www.eventbrite.com/e/patio-social-for-neurodivergent-adults-tickets-1990579924138)**for non-members to register and submit your info for the activity.** **[Constellations ](https://www.harringtonmatchmaking.com/constellations-membership)Patio Social + community lore activity** in Arlington, Virginia. This will be a relaxed patio social for neurodivergent adults (most will be 20s/30s) focused on conversation and meeting new people through a low-key activity. Participate in our “Community Lore” activity — a social scavenger hunt-style game designed to make mingling feel easier and spark better conversation. Before the event, attendees will submit a few fun facts, unusual skills, niche interests, and/or random details about themselves. We use these anonymous submissions to create the activity cards. When guests arrive, anyone who wants to participate will receive a card featuring fun facts submitted by other attendees. As you mingle throughout the evening, you’ll try to figure out which person matches each item on your card. We’ll have reserved patio seating, casual games, complimentary appetizers, and drinks available for the group. Alcoholic beverages and additional food or entrees can be purchased individually. While we do have reserved patio seating, this may not be the best fit for individuals who are highly sensitive to noise or busy environments. **Click [here](https://www.eventbrite.com/e/patio-social-for-neurodivergent-adults-tickets-1990579924138 ) for non-members to register and submit your info for the activity.**

You must read the following NVHC Sign-in Sheet Statement/Liability Disclaimer, **[https://nvhc.com/signin.pdf](https://nvhc.com/signin.pdf)** and then answer the question that you will see when you RSVP with "**I Accept"** to be permitted on the hike. **7.9 mile Out-Back hike with 417 feet of elevation gain. Est. 4 hr. We will get take the [Potomac Heritage Trail](https://www.nps.gov/pohe/index.htm) along the Potomac River to [Donaldson Run](https://www.arlingtonva.us/Government/Departments/Parks-Recreation/Locations/Parks/Donaldson-Run-Park).** **Description:** This fun hike starts out at the **[Roosevelt Island](https://www.nps.gov/this/index.htm)** parking lot (Rosslyn We follow the **[Potomac Heritage Trail](https://www.nps.gov/pohe/index.htm)** which overlooks the **Potomac River**. This is a “**rugged**” hiking trail with beautiful waterfalls and amazing views but it features steep, rocky scrambles and is muddy after rain. **[Windy Run](https://www.arlingtonva.us/Government/Departments/Parks-Recreation/Locations/Parks/Windy-Run-Park)** is the first point of interest before reaching **[Donaldson Run](https://www.arlingtonva.us/Government/Departments/Parks-Recreation/Locations/Parks/Donaldson-Run-Park)**; both offer the ability to exit the trail to local neighborhoods. We will exit the trail and follow **[Donaldson Run](https://tinyurl.com/nvhcdogpolicy)** to Military Road. ***There is a lot of maneuvering along this trail: several stream crossings, rock scrambles, need to navigate over trunks.*** **You must be experienced in hikes of this level of challenge, distance, pace and elevation gain.** **Hike Pace**: Pace will be about **2** to **2.5 mph**. **Bring:** Adequate water/hydration, snacks/lunch, and sturdy hiking shoes since there are stream crossings, rocky areas/tree roots.. Hiking poles if you normally use them. **Fee:** None **Dogs:** dogs are NOT welcome on this hike in accordance with the [NVHC Dog Policy](https://tinyurl.com/nvhcdogpolicy). **Where to Meet:** Meet at the **Rosslyn** end of the **Roosevelt Island parking lot** at 9:00 to allow everyone to get signed in and ready to hike at 9:30 am. The Hatchback of my Honda Fit will be up. **By Metro** Roosevelt island is a 10-15 minute walk from the **Rosslyn** Metro station toward the **Key Bridge**. A short paved connecting trail leads downhill to the Roosevelt parking lot. A small green sign indicating Roosevelt Island at 0.25 mile on the right. **By Car** Drivers can only reach Theodore Roosevelt Island from the Virginia side of the river in the northbound lanes of the George Washington Memorial Parkway. After Memorial Bridge, follow the signs and turn right into the parking lot. **Coordinates**: **38.8958415°N, -77.0624191°W** **[LINK to Roosevelt Island](https://maps.app.goo.gl/5zAGUtpjj1Qd5MQ39?g_st=im)** **[TOPO MAP](https://www.topozone.com/district-of-columbia/district-of-columbia-dc/park/theodore-roosevelt-island-national-memorial/)**

📚 Do you love reading, but wish you had a structure and a community to share your insights with? Join our small circle of curious minds (just 4 members per gathering) as we come together for an hour of focused reading—in the calm setting of a library or the cozy atmosphere of a café. Here’s how it works: First part: Quiet reading on your own—bring a book you’re exploring, whether it’s philosophy, history, psychology, literature, or anything meaningful to you. Second part: We regroup and each person shares key takeaways, insights, or questions sparked by their reading. This sparks a structured yet free-flowing conversation around ideas, perspectives, and personal reflections. Why join? Add structure to your reading habit. Discover new books, authors, and ideas through others’ choices. Build real connections by sharing and listening deeply. Socialize around something meaningful instead of small talk.

Date: June 7 2026 Sunday 10:00 am - Noon EDT Full title: Machine Learning for Reliable Quantum Computing: An Algorithm–Hardware Co-Design Perspective Summary: Reliable quantum computing requires co-design across the full stack, including algorithm structure, compilation, and execution, rather than isolated optimization of any single layer. This talk presents a unified framework in which these layers are jointly optimized under realistic hardware constraints. Structure-aware compilation exploits algorithmic interaction graphs to reduce circuit depth; joint optimization across mapping, term ordering, and algorithm parameters yields significantly improved success probability; and execution-layer analysis reveals that error mitigation effectiveness depends critically on circuit symmetry and native gate choice. While demonstrated on superconducting quantum processors, the underlying co-design principles are potentially transferable across architectures. Building on this foundation, the talk highlights machine learning as the key enabler for closing the feedback loop: data-efficient, parameterized noise models learned directly from workload execution data achieve substantially improved predictive fidelity over vendor models without the overhead of dedicated characterization. These insights situate the co-design perspective within the emerging framework of quantum deep learning. In this broader setting, the talk also presents an operational definition, a unifying taxonomy, and a benchmarking protocol grounded in explicit resource contracts. Speaker: Dr. Yanjun Ji has an interdisciplinary research background in Physics and Computer Science. In 2020, she completed my Master's degree in Theoretical Physics at Saarland University. In 2024, she earned her Ph.D. in Computer Science at the University of Stuttgart. She is currently a postdoctoral researcher at Forschungszentrum Jülich. She is committed to interdisciplinary research at the cutting-edge convergence of quantum computing and artificial intelligence. Her research encompasses both foundational theoretical investigations and the development of practical applications, aiming to serve society and benefit humanity. Moderators: Dr. Pawel Gora, CEO of Quantum AI Foundation [Quantum AI Foundation](https://www.qaif.org/ "https://www.qaif.org/") Dr. Sebastian Zajac, member of QPoland [QPoland - QWorld](https://qworld.net/qpoland/ "https://qworld.net/qpoland/")

Let’s talk about how you use AI, what you love and hate about it, learn from others and connect with your tribe!

Danceintime runs Cuban Salsa Classes & Social Dancing Every Saturday, all year-long. Come at 1:15 pm to sign in. Stay till 4 pm. Some of us go out for coffee or a bite to eat afterwards and everyone is welcome! $15/person. Cash, PayPal, Venmo, Apple Pay, or Card accepted. Chevy Chase Baptist Church; 5671 Western Ave. NW; Washington DC 20015. NOTE: Enter through back corner door of the church. Danceintime classes are great fun. The dance moves are beautiful, fun, and our class creates a bonded community... Check it out! Class will be held every Saturday in December....celebrate the holidays with dance! For more info: danceintime.com/classes Questions? Contact Barbbernsteintalks@gmail.com

DC Code and Coffee is an inclusive, informal co-working session. It's community-led and community-run by devs, for devs. People of all skill levels attend. Whether you’re dev-curious, aspiring, or a professional developer, we’d love to have you! Come chat or learn to code on a Sunday afternoon with coffee and cool-inclusive people. Bring your laptop! We typically meet every month on the weekend. **Join our online community!** For all things Tech in DC and to get latest updates and tech events from the DMV area, join the [DCTech Slack](https://dctech.chat/). All DC Code & Coffee announcements are in the #dccodecoffee channel **How it works** Near the beginning of the event, we do an introduction circle. You say your name, what you can help others with, and what you would like help with. You can also share job opportunities. After the introduction circle, everything is self-organized.

## **Sunday Worship: Encountering God’s Word** Join us every **Sunday at 10:45 AM** for a powerful time of worship, prayer, and deep biblical engagement. Our Sunday service is the heart of our community, where we gather to honor God and equip ourselves for the week ahead through the transformative power of the Gospel. *** ### **What to Expect** * **Christ-Centered Worship:** We begin our time together by lifting our voices and hearts, creating a space to experience the presence of the Holy Spirit through song and prayer. * **Exegetical Preaching:** We value the depth of Scripture. Our sermons focus on unfolding the Bible verse-by-verse, providing clear theological insights and practical applications that speak to the challenges of modern life. * **A Welcoming Community:** At Bethel, you aren't just a face in the crowd. You’ll find a diverse family of believers dedicated to walking together in love, grace, and mutual support. * **A Call to Action:** We believe faith should move us. Every service concludes with an encouragement to take the hope of Christ out into our neighborhoods, workplaces, and families. ### **Plan Your Visit** Whether you are wearing your "Sunday best" or coming in casual attire, you are welcome here. We believe that no matter where you are in your spiritual journey, God has a message of grace waiting for you. * **Location:** 9200 Edmonston Road, Greenbelt, MD 20770 * **Time:** Sundays at 10:45 AM *** > *"For where two or three gather in my name, there am I with them."* — **Matthew 18:20**

**Join Friends of Accotink Creek, Fairfax County Restoration Project, and neighbors of Americana Drive to get trash out of this location plagued by illegal dumping.** **We can expect to encounter large quantities of trash of all kinds, from bottles and cans, to tires, to construction debris. Come prepared to get tired and dirty!**

**NEW MEMBERS or 1st TIME EVENT GO-ERS** Before attending your first event, please take a moment to understand how our dinners work and what we ask of members. → **[Learn how DC Metro Dining works](https://tinyurl.com/Landing-Page-DC-Metro-Dining)** → **[Ensure Group Notifications are Setup (Announcements + In on Waitlist/Attending List)](https://app.tango.us/app/workflow/Enable-Meetup-Email-Notifications-3a85109614fc4907940503d096331392)** **RSVP CUTOFF (i.e. Final Change Your Mind if Registered YES)** → **RSVP Cancellation Cutoff for this Event is Sunday 10a, 6/6**. (*Late Cancel applies after this, repeat occurrences can impact membership*) Let’s head to upper Northwest DC for an Indian dinner at Masala Art in Tenleytown, a long-running neighborhood favorite known for refined North Indian cuisine and regional specialties. The restaurant was founded by chef Surinder Singh, formerly of Heritage India, and continues to maintain a strong reputation for consistent execution and depth of flavor. **FOOD**: Masala Art focuses on North Indian cuisine with a mix of classic curries, tandoori dishes, and harder-to-find regional specialties, vegetarian & GF friendly. Recent diners frequently highlight the Railway Lamb Curry, lamb korma dishes, garlic naan, and vegetarian items such as baingan bharta and okra preparations. Tandoori items and biryanis are also consistently well reviewed, with many diners noting balanced spice levels and strong flavor without excessive heaviness. The menu supports a wide range of preferences, including vegetarian-friendly selections and several richer meat-based dishes. Expect traditional Indian desserts and a full bar with wine, cocktails, and beer available. Most members should expect total spend to land roughly in the 40 to 70 dollar range, depending on ordering style & beverage participation. → **Explore Masala Art's menu (please note the 3% service charge, their way of defraying increasing costs):** **[https://masalaartdc.com/washington-dc-tenleytown-american-university-park-masala-art-food-menu](https://masalaartdc.com/washington-dc-tenleytown-american-university-park-masala-art-food-menu)** **SPACE**: Comfortable and intimate dining room with warm décor and a quieter neighborhood feel compared to downtown DC dining corridors. Expect moderate noise levels and a more relaxed pace on a Saturday evening. → **Visit the restaurant site**: **[https://masalaartdc.com](https://masalaartdc.com)** * Tax/Tip combo is our required 30% tax/tip policy (see the FAQs for more details). * Limited to 8 slots. See you there! JoeN **CLOSEST METRO**: * **Tenleytown–AU station (Red)** is the closest stop. Quick walk (exit on Tenleytown EAST (same side as Whole Foods) walk south along Wisconsin Ave & cross over Albermarle St NW). The walk is a quick 3–5 minutes based on routed walking directions and traffic signals. * For directions using the Metro, try using the Plan a Trip feature at the WMATA website ([click on your preferred Metro station](https://www.wmata.com/rider-guide/stations/index.cfm) then at the Station page level click "Plan a Trip". **PARKING**: Street parking and several public parking garages are available throughout Tenleytown. Weekend evening parking is generally easier here than in central DC neighborhoods, though nearby retail activity can still affect availability. Members may also want to check parking apps such as SpotHero and Parking Panda for discounted garage reservations and advance booking options nearby. Plan accordingly. ***Attendance Notes:*** * **If you RSVP “YES,” please commit to showing up***. With 5,400+ members and limited seating, we can’t afford no-shows. It’s not fair to other members or to our relationship with the restaurant.* * **New Members / 1st Timers: Trying to get a slot?** Join the Waitlist and check back frequently: spots (*often open up before Noon on the day of the event. You may also receive midweek confirmation emails to reconfirm your RSVP, so please check your Meetup DMs inbox).*\*\* * **Billing Reminder - Add 30% for tax and tip to your food and drink total.** This is part of our group’s expectations and helps smooth out service with the restaurant. Looking forward to dining with you! JoeN

Topic to be announced. **THANK YOU** *Franklin University* for hosting our meetup! To learn more about *Franklin University*, please visit their website: https://www.franklin.edu/ **DIRECTIONS** Franklin University Fisher Hall 300 E. Main St, Columbus, OH 43215 Map: https://maps.app.goo.gl/jxjBA2hUmS5qrvhq8 Parking is FREE! Please park in Lot C in front of Fisher Hall. See attached map. NOTE: Map the address only. When mapping with Google Maps it may use the Fisher Hall at OSU, which is NOT correct. **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

Jimmy V's Grill & Pub in Grandview Heights. You are responsible for your own meal/drinks. We usually don't have any agenda other than eat, drink and talk. :) If the weather is nice we will be on the back patio, otherwise we are in the cigar room. This group has been meeting every Tuesday evening for over a decade. Many attendees do not RSVP on meetup. Please don't let the small number here discourage you. Anyone/everyone is welcome to come. We'd love to have you join us. COTA bus #5 comes to W. 5th and Wyandotte Rd. And it's a minute walk to the restaurant.

Want to be a speaker? submit your talk to our Call for Presenters!!! https://sessionize.com/azure-cbus-2026/

## 🤝 Host Information A co-hosted event by ProductTank Columbus & Women in Product Columbus 💡 About the Workshop AI adoption is stalling across organizations — not because of a lack of motivation or tools, but because it's fundamentally a behavior design challenge. This hands-on workshop applies proven Behavior Design models and methods to help you move from a vague organizational wish to boost AI adoption to 3-5 concrete, testable interventions you can act on starting tomorrow. Whether you're a product manager, on a product team, or just someone trying to get AI to actually stick at work, you'll leave with a clear picture of what's worth focusing on, what to ignore, and how to drive real, sustained adoption — no guesswork required. 🛠️ What to Bring Laptop: Fully charged and ready to go. AI Assistant: Have your favorite AI assistant pulled up. (Dom will be using Claude, but feel free to use whichever assistant you prefer!) 🍕 Logistics & Perks Food & Drink: Pizza and drinks provided! Parking: Plenty of free spaces available on-site. ###

We are bringing Microsoft Build sessions to Columbus Ohio! The Central Ohio Azure Meetup and Central Ohio .NET Developer's Group (CONDG) are coming together to bring some of the labs and breakouts from Microsoft Build to your backyard. In this free, 1 day event, you are going to Build stuff with us! And yes, there will be free food. So please RSVP for a head count!

This is an in-person meeting. At this meeting you will get answers to depression and anxiety. Find out the source of them and how to get rid of them. Did you know that unwanted emotions like anxiety, depression, unhappiness, loneliness, hopelessness, anger, fear, or feelings of irritation don’t just fall on you for no reason. They are not random occurrences that simply happen to people's minds. They are definitely not due to a chemical imbalance in your brain from some nebulous chemical reaction "by chance". Your negative emotions are the symptoms of the painful experiences that you have which are not healed, and which are still affecting you. The effects of these painful experiences are exacerbated by the pressures or difficulties of the other problems in your life. Come to our Meetup, where we can introduce you to some of the knowledge, tools and techniques of the breakthroughs in the field of the mind that we can apply to this ever important area of life. Be sure to click on the red "Attend" button below to come to this local event. We look forward to seeing you there. This group is created by the Hubbard Dianetics Foundation of Central Ohio and Church of Scientology of Central Ohio.

Couldn't make Knowledge? Or want to debrief the dancing robots or Autonomous Workforce? Join us for a Knowledge '26 recap, insights sharing, a couple rounds of golf, and fun at Topgolf. As always, drinks and food will be provided. More details to come — mark your calendar, RSVP, and save your spot today!