Machine Learning

## Details MoCo Code and Coffee is an inclusive, informal, co-working session. We're community-led and community-run by devs, for devs. People of all skill levels are invited. Especially new devs! Bring a laptop, ideas, and we'll provide the coffee and snacks. **Here's how it works** At 2:30pm, everyone introduces themselves and briefly mention what brought them to Code & Coffee today (project, homework, networking, etc.) Round 1: 1. Your name 2. What you're working on 3. What you can help others with Round 2: * Job opportunities you're hiring for OR announce that you are looking for one. If none, that's cool. Round 3: * Community events you wanna plug. If none, that's cool too. **After the introduction circle, everything is self-organized!** 1. For the rest of the day, folks work on their projects, providing one another with help, and/or socialize. It's fully up to you. **Location** We will be at the Rockville Science Center, right across from the library in The Square at Rockville. Note this is NOT the makerspace location, but the other one near the Garage B entrance. 36 Maryland Ave C, Rockville, MD 20850 The event will be held at a spacious science center with plenty of tables and chairs. Light refreshments (coffee and tea) and snacks will be provide. **Parking** * Rockville Town Square garages up to 90 minutes of free parking. Parking at the Rockville Metro station would be free on weekends. **Public transit** * Located near near the **Rockville** metro station (Red Line).

Learn to manage stress and achieve self-growth through simple relaxation and Meditation. Heartfulness Meditation is a simple, modern, methodical approach to meditation. Rather than homing in on your breath or repeating a mantra, you simply focus inward, on your heart, to cultivate inner strength and serenity. Heartfulness meditation is gaining traction in recent years. It focuses on the heart, allowing individuals to connect with themselves on a deeper level, and ultimately achieve peace, relaxation, and clarity. It is a practice that encourages patience, self-compassion, and acceptance, helping cultivate a deeper appreciation for the present moment. This practice is offered with love and at no cost

In a parallel world where everyone has an innate “frequency,” those with high frequencies are gifted, popular, and – most importantly – lucky. People in lower ranges have correspondingly less of these traits but more emotional depth. When someone with extremely high frequency is in close proximity to someone especially low, chaos ensues. A boy and girl at opposite extremes of the scale meet in elementary school and encounter each other repeatedly over many years. While the story seems at first to be a *Romeo and Juliet* variation in search of a happy ending, their universe has some secrets that will make the action weirder and more entertaining than anyone could expect. ■ Title — *Frequencies* ■ A.K.A. — *OXV: The Manual* ■ Director — Darren Paul Fisher ■ Cast — Daniel Fraser, Eleanor Wyld, Owen Pugh ■ Unrated, suitable for teens and adults ■ ©2013 \| 1h 49m \| Mystery\, Romance\, Sci\-Fi ■ Distributed by Samuel Goldwyn Films ■ Licensed for showing in Alexandria libraries by Swank Motion Pictures

Discover the path to stress management, life's tranquility, and self-improvement through Heartfulness Meditation. Embrace relaxation, meditation, and emotional detoxification practices to unlock your best self. Join our free sessions every Sunday at 8 AM and Wednesday at 7 / 7:30 PM at various centers in MD and VA. Experience the profound benefits of these simple yet powerful practices. Commit to a few months of meditation and witness the transformative impact firsthand. We eagerly await your presence at these enlightening sessions.

*UPDATE*: We will plan to discuss the 1855 edition of Whitman’s “Leaves of Grass.” This is a much slimmer volume than the 1892 “Deathbed” edition, so we’ll plan to discuss the entire work. To stay up to date with events and discuss meetings or books, you can join our Whatsapp group. Please message me to get added.

**Circlesinging Workshop: Discover Your Musical Voice (90 minutes)** **Register here**! [https://pci.jotform.com/form/260257573283158](https://pci.jotform.com/form/260257573283158) Join members of VoiceExchange on February 22 for an introduction to -- or continued practice of -- the art of collaborative vocal improvisation. In this 90-minute workshop, we'll explore the captivating practice of circlesinging—where voices intertwine to create spontaneous, layered musical landscapes without instruments, written music, or rehearsal. **The Workshop Experience** Standing together in a circle, you'll discover your innate capacity to create music with nothing but your voice. We'll guide you through foundational techniques for developing simple musical patterns that blend with others, creating beautiful moments of shared sound. Through focused instruction and guided practice, you'll experience the unique joy of co-creating improvised vocal music. This workshop draws from practices developed by Bobby McFerrin, Rhiannon, and Música do Círculo, introducing you to the essential elements that make collaborative vocal improvisation both accessible and deeply rewarding. **What You'll Learn** * Basic techniques to unlock your personal capacity for musical invention * How to create simple looped musical ideas that combine with others * Foundational skills including listening techniques and basic vocal layering **Who Should Attend** This workshop welcomes anyone comfortable with their singing voice—particularly those who've found themselves naturally harmonizing with songs on the radio or humming improvised melodies. No formal music training or ability to read sheet music required—just bring your curiosity and willingness to explore. **What You'll Take Away** * **First Steps in Musical Discovery:** Begin to uncover your unique musical voice and capacity for spontaneous creation * **Taste of Community Creation:** Experience the connection that forms when voices unite in collaborative musical conversation * **Introduction to Mindful Listening:** Practice attentive listening and responding through sound **Workshop Details** **Date**: Sunday, February 22, 2026 **Time**: 3:00-4:30 PM **Location**: Elwood Smith Community Center, 601 Harrington Rd, Rockville, MD 20852 **Parking**: Available in lot outside the building **Register here**! [https://pci.jotform.com/form/260257573283158](https://pci.jotform.com/form/260257573283158) Presented by members of VoiceExchange, a vocal improvisation ensemble dedicated to exploring and sharing the joy of collaborative vocal creation. **Contact**: [circlesinging.maryland@gmail.com](mailto:circlesinging.maryland@gmail.com) \~\~ This event is supported in part by the Maryland State Arts Council ([msac.org](https://msac.org/)). \~\~

New (old) location - La Madeleine at 500 King St! Hope to see you there

**✅ First class is FREE – only 10 spots available!** Learn real self-defense skills in a small-group setting. No experience needed, open to all adults. 📲 RSVP now and text Jim at **301-326-9146** to confirm—once spots are gone, they’re gone. ## **Free Intro Self-Defense Class – Maryland Systema** Want to learn how to protect yourself while also improving your health, focus, and confidence? Join us for a free first class at **Maryland Systema**, a unique approach to self-defense that blends both physical and mental training. *** ### **Why This Class is Different** Unlike most programs that only teach physical moves, Systema trains your body **and** your mind. You’ll explore: * **Structure** – staying balanced under pressure * **Breathing** – keeping calm and controlling fear * **Relaxation** – avoiding panic and wasted energy * **Movement** – adapting naturally to any situation You’ll also learn to read an attacker’s intentions and respond proportionately—aligned with Maryland’s self-defense laws. *** ### **What You’ll Gain** ✔ Practical skills you can use right away ✔ Better stress control and awareness ✔ Improved strength, mobility, and coordination ✔ Confidence in handling real-world situations *** ### **Class Info** 📍 **Location:** The Dance Exchange - Studio #3 - Takoma Park (free parking) 🕒 **Length:** 1.5 hours 👥 **Small Group:** Max 10 students for personalized guidance 👖 **What to Wear:** Comfortable long pants and clothes you can move in 💵 **Cost:** Free for first-time students *** ### **How to Join** RSVP here on Meetup to save your spot, then text Jim at **301-326-9146** to confirm. Spots are limited—once the group fills, we close registration. *** **Maryland Systema** Real-world self-defense training for adults—helping you stay ready, stay calm, and stay safe.

**Please note - there are two books with this title - please read the book by Monica Wood! =)** **11th Anniversary Celebration!** **Would love to see old and new members alike!** "The perfect pick to really light a fire under my book club, and yours....A reminder that goodness, and books, can still win in this world." —New York Times Book Review "A beautiful, big-hearted treasure of a novel." —Lily King National Bestseller \* From the award-winning author of The One-in-a-Million Boy comes a heartfelt, uplifting novel about a chance encounter at a bookstore, exploring redemption, unlikely friendships, and the life-changing power of sharing stories. Our Reasons meet us in the morning and whisper to us at night. Mine is an innocent, unsuspecting, eternally sixty-one-year-old woman named Lorraine Daigle… Violet Powell, a twenty-two-year-old from Abbott Falls, Maine, is being released from prison after serving twenty-two months for a drunk-driving crash that killed a local kindergarten teacher. Harriet Larson, a retired English teacher who runs the prison book club, is facing the unsettling prospect of an empty nest. Frank Daigle, a retired machinist, hasn’t yet come to grips with the complications of his marriage to the woman Violet killed. When the three encounter each other one morning in a bookstore in Portland—Violet to buy the novel she was reading in the prison book club before her release, Harriet to choose the next title for the women who remain, and Frank to dispatch his duties as the store handyman—their lives begin to intersect in transformative ways. How to Read a Book is an unsparingly honest and profoundly hopeful story about letting go of guilt, seizing second chances, and the power of books to change our lives. With the heart, wit, grace, and depth of understanding that has characterized her work, Monica Wood illuminates the decisions that define a life and the kindnesses that make life worth living. "A deeply humane and touching novel; highly recommended for book clubs and fans of Shelby Van Pelt's Remarkably Bright Creatures." — Booklist

Bring a book (or a few) you’re ready to pass along, and settle in for a peaceful time of silent reading. We’ll gather around books we’re currently reading, swap thoughts, favorites, and recommendations in an easy, unstructured way. Whether you want to read quietly, listen, or jump into conversation, the afternoon is meant to feel relaxed and welcoming. 📍 Location details will be shared in the WhatsApp Ladies’ group chat closer to the event, in consideration of women’s safety.

**Join us in Falls Church for conversations that go beyond small talk.** Higher Grounds – Falls Church is where this growing network of gatherings began: a space for thoughtful, authentic dialogue about what matters most. Whether we’re exploring the nature of happiness, the challenges and possibilities of midlife, spirituality, culture, capitalism, parenting, or the role of art and travel in a meaningful life, every conversation is shaped by the people in the room. There’s no set leader or rigid agenda—just a shared commitment to listen as much as we speak. We start with brief introductions focused on what makes you *you* (not your LinkedIn bio), then dive straight into whatever is on people’s minds. The direction of each meetup emerges organically, making every event unique. MANDATORY: PLEASE REVIEW OUR COMMUNITY GUIDELINES IN THE GROUP DESCRIPTION. Everyone is expected to engage in respectful conversations and listen deeply as well as share. We have a zero tolerance policy of sexual harassment and hate speech. Come ready to share, reflect, and connect with others in Falls Church who are also seeking deeper conversations. **Suggested Questions: Life Stages & Transitions** 1. What did you think you'd have figured out by now that you're still completely winging? 2. When did you realize your parents' advice was for a world that no longer exists? 3. What are you finally old enough to stop pretending to care about? **Suggested Questions: Identity After the Roles** 1. Who are you when nobody needs anything from you? 2. What dream keeps resurfacing even though the "practical" time has passed? 3. How do you handle having the freedom you always said you wanted? **Suggested Questions: AI & Being Human** 1. What human experiences will AI never truly understand? 2. If machines handled all your have-to's, what would you actually do? 3. What becomes more precious as everything becomes automated? **Suggested Questions: Belief & Meaning** 1. What certainties have you given up, and what rushed in to fill that space? 2. How has knowing someone who died changed how you live? 3. What do you believe now that would shock your younger self? **Suggested Questions: The Modern Psyche** 1. What anxiety do you carry that previous generations didn't have? 2. Which of your survival strategies are you ready to retire? 3. What uncomfortable truth about happiness did it take you years to accept? **Suggested Questions: Work & Purpose** 1. When did you stop believing that your job would complete you? 2. What would you do for work if money and status weren't factors? 3. How has your definition of "making it" changed over the years? **Suggested Questions: Relationships & Connection** 1. What relationship dynamic do you keep recreating, and why? 2. When did you realize your parents were just people trying their best? 3. What kind of loneliness doesn't go away even when you're with others? **Suggested Questions: Time & Mortality** 1. What are you running out of time to say or do? 2. How differently do you spend your time knowing it's finite? 3. What will you regret not trying, even if you fail? **Suggested Questions: Society & Culture** 1. What social convention do you follow even though it makes no sense? 2. Which generation do you understand least, and what might you be missing? 3. What aspect of how we live now will seem insane in 20 years? **Suggested Questions: Personal Philosophy** 1. What rule for life did you create after learning something the hard way? 2. When did you stop believing that everyone else had it figured out 3. What paradox about life have you learned to live with?

Join us for an hour of relaxing Yoga which. Cost: Free Level: Beginners What we will be doing: 1. This will be an hour long beginners flow yoga class. You are welcome to join if you are experienced or absolute beginner, just being interested is enough. Yoga is for everyone! 2. Through this meetup we will learn some yoga poses, breathing techniques, stretch our body, build strength. More importantly, we will try to learn about our body and find inner peace. Please: 1. don't get too full before practice but you can always bring snacks. 2. Please be on time, class will start on time. 3. Wear comfy clothes. 4. Bring your own mat or towel, water and YOURSELF. 5. UnRSVP if you can't make it. Disclaimer: Please consult with your healthcare provider before beginning any exercise program, including yoga. Yoga involves physical movement and may not be suitable for everyone. It is important to listen to your body and modify poses as needed to accommodate your individual needs and abilities. By participating in this yoga class, you acknowledge that you are responsible for your own safety and well-being, and agree to release the instructor from any liability for injuries or damages that may occur during or after the class

We will meet outside as long as the weather is nice. If not, we will move inside. Look out for a comment the morning of each meeting with our exact location. As we are meeting in person, please remember to bring something to read as we usually spend some time sharing our current reads and/or reading when meeting in person. As a reminder, there is no assigned reading; please bring whatever you are currently working on. This group is super casual, sometimes we read and sometimes we talk the whole time. **** NO SHOW POLICY: Due to the high number of members on the waitlist recently we are having to reinstate our no-show policy. If you sign up and no-show to 2 events you will be removed from the group. Reminders are provided weekly to change your RSVP to allow those on the waitlist a chance to come to the meet-up, no 3rd chances with be given. Please be considerate to your fellow members. Thank you! I look forward to reading you!

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.transformlabs.com/services)

**Hello Columbus!** **The community is buzzing and growing well.** **We are thrilled to bring our third BrowserStack QA Meetup on March 12th!** We are creating a space for deeper insights, meaningful connections, and a vibe you won't want to miss. **What to expect:** * **Connect:** Network with Columbus' top engineering and QA minds. * **Learn:** Real-world tactics and trends you can use immediately. * **Enjoy:** Food, drinks, and great community spirit. **Agenda** * **[Sam Gomez](https://www.linkedin.com/in/samueljgomez/)** is presenting "AI is more than LLMs: Choosing the right AI for your needs." **RSVP Essential:** Space is limited, and we want to ensure a great experience for everyone. **RSVP now to secure your spot!** 📍 **Venue:** Leading EDJE, 6515 Longshore Loop, Suite 300, Dublin, OH 43017 📍 **Free Parking:** 6725 Longshore Street, Dublin, OH 43017 📅 **Date & Time:** March 12, 6:00 PM **Stay Connected!** Want to continue the conversation beyond the meetup? Join our **BrowserStack Discord Server** to get updates, connect with fellow QA professionals, and be part of an ongoing discussion. **Don’t miss out—click below to join!** 🔗 [\[](https://discord.gg/6SdCyWTNyW)**[Join the BrowserStack Discord Server](https://discord.gg/6SdCyWTNyW)**[\]](https://discord.gg/6SdCyWTNyW) **A Few Notes:** ✅ This is an **in-person event** ✅ **RSVP does not guarantee a seat** – A confirmation email will be sent one day before the event. **TALK ABSTRACT:** AI is all the hype these days; however, despite (or maybe because of) the excitement around it, a high percentage of AI projects fail. Projects that are over budget, delayed, or that fail to scale past the POC phase are very common. In many of these scenarios, choosing the right approach can be as critical as the solution itself. Should you build a tailored machine learning model, leverage the power of large language models (LLMs), or integrate with AI copilots? Each option has unique strengths, trade-offs, and resource requirements, and the key to success lies in aligning your choice with your business goals and technical constraints. In this talk, we will go beyond the basic concepts and definitions to provide a practical guide that allows attendees to navigate these decisions through real-world case studies. We will examine scenarios in which different AI paradigms were chosen, discuss the factors that influenced those decisions, and outline the process for evaluating needs, constraints, and outcomes. From assessing data availability and team expertise to balancing cost and scalability, you'll gain insights into the critical considerations that guide the selection process. By the end of this session, you’ll have a clear process for determining whether machine learning, LLMs, or copilots are best suited to your AI challenges and understand the resources and strategies needed to bring your chosen solution to life. This talk is ideal for decision-makers, technical leads, and innovators seeking to demystify AI implementation and maximize the impact of their investments.

**NEW LOCATION: 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). See the handy Parking Map - we recommend street parking. [Street Parking Map](https://docs.google.com/presentation/d/1u2A4fLNlxwLJn0KA_hKc8bnFlFHLvsHBDh-_8wzX_tk/edit?usp=sharing) 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 centralohpython@gmail.com

If you enjoy knitting, crocheting, working with yarn, this is the group for you. Meet new friends, bring your projects, learn from others.
We normally meet a few times a month during the week from 6-8pm. We will occasionally meet on weekends during daytime hours.

We will show a variety of methods for building agents that run in Microsoft Foundry. This covers the different types of agents: Prompt, Multi, and Hosted, as well as the development lifecycle using evals and traces.

**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** *Spec-Driven Development with GitHub Spec-Kit: From Intent to Implementation* Spec-driven development flips the traditional workflow on its head: instead of code being the source of truth, the specification becomes the backbone of design, collaboration, and delivery. In this session, we’ll explore how GitHub Spec-Kit enables teams to treat specifications as first-class artifacts—living documents that drive architecture, implementation, and verification. You’ll learn how Spec-Kit helps teams clearly express intent using structured, version-controlled specs that live alongside code. We’ll walk through a practical workflow that starts with defining system behavior and constraints, then progressively refines those specs into testable, automatable outcomes. Along the way, we’ll show how specs can reduce ambiguity, improve cross-functional collaboration, and make design decisions explicit before a single line of production code is written. This talk will cover: --What spec-driven development is (and what it isn’t) --How GitHub Spec-Kit fits into modern developer workflows --Using specs to align product, engineering, and AI-assisted development --Real-world examples of turning specs into implementations with confidence Whether you’re building greenfield systems, integrating AI into your stack, or trying to reduce costly rework, spec-driven development offers a scalable way to move faster without sacrificing clarity. Attendees will leave with concrete patterns and a clear mental model for adopting GitHub Spec-Kit in their own projects. **YouTube Link** TBA