MapReduce
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Frequently Asked Questions
Yes! Check out mapreduce events happening today here. These are in-person gatherings where you can meet fellow enthusiasts and participate in activities right now.
Discover all the mapreduce events taking place this week here. Plan ahead and join exciting meetups throughout the week.
Absolutely! Find mapreduce events near your location here. Connect with your local community and discover events within your area.
MapReduce Events Today
Join in-person MapReduce events happening right now
Columbus Ruby Brigade Monthly Meetup
**\*\*\* We've Moved! Bold Penguin - 6555 Longshore St, Dublin, OH 43017 \*\*\***
Please note that the Jan meeting is moved to the following week because of the MLK Holiday (instead of the 3rd Monday of the month)
**AGENDA:**
* Doors open at 5:30, feel free to come and hang out before!
* Official start of the meeting is at 6:30pm
* After the meeting is done, we will go hang out at a nearby space in Bridge Park!
If you can, please sign up via meetup by noon the day of the meeting so we can have an estimate headcount for food :) We always order extra, so feel free to join us even if you don't get signed up!
Thank you to Bold Penguin for providing the location!
**Parking & Arrival:**
**Parking:** Parking in Bridge Park is free. The closest lots are the Mooney Garage and the Hotel/Endres Garage.
**Entry:** The doors to the office are to the right of PINS. The street level door and elevators lock at 6pm. If you arrive after that, someone should be there to let you in, else call the number posted. Take the elevator to the 2nd floor. Once you exit the elevator, turn right.
\*\*\*
We are a bunch of professionals, students, and geeks who are excited about Ruby programming language ([http://ruby-lang.org/](http://ruby-lang.org/)) and Rails framework ([http://rubyonrails.com/](http://rubyonrails.com/)) and the joy they have brought back to web development. Our main goal is to share the love of the Ruby and Rails ecosystems with anyone that is interested. We cater to everyone, whether a non-programmer through advanced Rubyists.
We give lectures on programming topics
We freely provide decades worth of experience
For full details of this month's meeting please visit [http://columbusrb.com](http://columbusrb.com)
Mindful Monday: Nature Walk & Meditation
**Free & Open to the Public!**
Feeling stressed, burnt out, lacking focus or clarity, struggling with mental health, or just need a midday energy and creativity boost?
**Join me every Monday from 12:15pm to 1pm at Sharon Woods Metro Park (Westerville, OH) for Nature-based Mindfulness Walks and Meditations.**
Being outside in nature and cultivating a mindfulness practice is scientifically proven to improve mood, energy, focus, creativity, enhance physical and mental health, and reduce stress, burnout, and symptoms of depression.
This 45-minute session combines nature exposure with simple mindfulness and mind-body practices (gentle movement, guided meditation, and nature awareness), to promote your holistic wellbeing and offer a positive and restorative break to your day.
As an Integrative Wellness & Life Coach who specializes in nature-based mindfulness and mind-body modalities, I am committed to providing accessible, beneficial, and educational community experiences. Please share the word and I'm looking forward to seeing you there!
**Directions**:
Meet at the Northeast Lot and Pavilion (on your right) before Apple Ridge Picnic Area in Sharon Woods Metro Park at 12:15pm
**Schedule**:
* Introduction
* Opening meditation
* Nature walk – a facilitated silent nature-mindfulness experience
* Closing meditation
Walk distance: approximately 1.25 mi
*In the spirit of acceptance, enhancing mind-body experiences, and widening our tolerance for discomfort, this event is held regardless of weather conditions, unless otherwise notified for potentially unsafe conditions (e.g. active thunderstorm, tornado warning, etc.)*
\*\*\*\*\*\*There is no maximum number of people who can attend. I'm only able to set a maximum at 10 with my current subscription of MeetUp. So if you see that the event is at "max capacity", please come join us regardless! **\*\***
Web Design Decoded: Tools, Practices, and Proven Processes (Semantic HTML)
**Web Design Decoded: Tools, Practices, and Proven Processes:**
**Semantic HTML**
At WebDev Columbus, we are exploring some of the most important topics of professional high-end web design and page building. Primarily focused on site building in the WordPress environment, our group explores tools, tips, and techniques for building the best WordPress sites possible. Additionally, we focus on disciplines and technologies that take website design from visually appealing to optimized spaces for delivering you and/or your client's message effectively and with a nod towards extended reach.
Each session combines practical demonstrations with real-world insights, giving you actionable knowledge you can apply immediately. Whether you're a seasoned developer looking to enhance your design skills or a newcomer wanting to understand design best practices, this series offers valuable insights for every skill level.
**What to expect:**
* Hands-on demonstrations of popular design tools
* Best practices for design-to-development workflows
* Tips for creating responsive, accessible designs
* Real-world problem-solving scenarios
* Interactive Q&A sessions
* Networking opportunities with fellow developers
**Each meetup features:**
60 minutes of focused presentation
30 minutes of live demonstrations
30 minutes for questions and discussion
**See you there!**
Our casual, collaborative environment encourages learning from both presenters and fellow attendees. Bring your questions, share your experiences, and connect with Central Ohio's web development community!
**Stay tuned for specific session topics and dates.**
Pickaway County Chess Club
Younkin Branch Library (Ashville) meeting space is now reserved for any and all interested in or enthused by playing a game of chess. The second Thursday of each month, 6:00pm to 7:50pm. First gathering is Thursday, May 11th. No fees. Chess sets provided; however, you may bring your own if you wish.
Agent-Powered Development with Google Antigravity
Modern software development is rapidly shifting from tool-driven workflows to agent-powered systems that can reason, act, and collaborate alongside developers. This talk introduces Google Antigravity, an emerging agent-first development platform from Google Cloud, designed to move beyond code assistance toward autonomous, skill-based AI agents.
In this session, we explore how Antigravity enables developers to create and extend custom agent skills that perform real actions—such as executing workflows, integrating external services, and automating complex development tasks. Attendees will gain a practical understanding of Antigravity’s architecture, the role of skills in agent orchestration, and how agent-powered development changes the way software is designed, built, and maintained.
This is a hybrid event. Join the event virtually at https://gdg.community.dev/events/details/google-gdg-chicago-presents-agent-powered-development-with-google-antigravity/
or in person at
TAG - The Aspen Group - 311 North Green Street Chicago, 60607
***
Agenda
***
Speaker
Shadab Hussain - TheMathCompany (Lead Engineer)
Shadab Hussain is a technology executive and strategic advisor specializing in AI, Blockchain, and Quantum Computing. As Lead Engineer at MathCo, he architects enterprise AI solutions for Fortune 500 clients. Previously at the London Stock Exchange Group, he led developer relations across global financial ecosystems.
A Google Developer Expert (AI/ML), AWS Community Builder, and TEDx spea…
Hosts
Joel Vasallo - TAG - The Aspen Group (Director, Platform Engineering)
Dan Baran
Amanda Rossi - Bag Tags, Inc (Web Developer)
***
Partners
Google (https://www.google.com)
TAG - The Aspen Group (https://www.teamtag.com)
***
Complete your event RSVP here: https://gdg.community.dev/events/details/google-gdg-chicago-presents-agent-powered-development-with-google-antigravity/.
MapReduce Events This Week
Discover what is happening in the next few days
Azure CBUS January: Learn Infrastructure-as-Code Through Minecraft
## Learn Infrastructure-as-Code (the FUN Way) — Through Minecraft 🎮☁️
**Joint Meetup: Azure CBUS × Columbus HashiCorp User Group × DevOps Columbus**
What if learning Terraform and Infrastructure-as-Code didn’t feel like a whitepaper… but more like a game?
Join us for a joint Azure CBUS, Columbus HashiCorp User Group, and DevOps Columbus meetup where **Mark Tinderholt** \(Principal Architect\, Microsoft Azure \| HashiCorp Ambassador \| “The Azure Terraformer”\) shows how **Minecraft** can be used as a surprisingly powerful way to understand real-world Infrastructure-as-Code concepts.
In this session, Mark will demonstrate how Terraform and Azure can be used to provision, configure, and manage Minecraft servers—while teaching the same patterns you’d use for production cloud infrastructure.
### What we’ll cover
* Infrastructure-as-Code fundamentals using **Terraform**
* Provisioning real infrastructure on **Azure**
* Applying **IaC best practices** (immutability, repeatability, versioning)
* How playful environments like Minecraft make complex concepts *click*
* Why learning through experimentation beats click-ops every time
### Who should attend
* Developers, platform engineers, and cloud engineers
* Terraform users (new or experienced)
* Anyone curious about Infrastructure-as-Code but tired of boring examples
* Minecraft fans who want to see it used in a totally unexpected way
No prior Minecraft experience required—just curiosity and a willingness to learn infrastructure the fun way.
Come for the blocks, stay for the Terraform. 🧱➡️📐
Want to be a speaker? submit your talk to our Call for Presenters!!!
https://sessionize.com/azure-cbus-2026/
Omnipresent Atheists Weekly Meetup (4th Tues)
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.
DevOps Columbus January: Learn Infrastructure-as-Code Through Minecraft
## Details
\#\# Learn Infrastructure\-as\-Code \(the FUN Way\) — Through Minecraft 🎮☁️
**Joint Meetup: DevOps Columbus - Azure CBUS - Columbus HashiCorp User Group**
What if learning Terraform and Infrastructure-as-Code didn’t feel like a whitepaper… but more like a game?
Join us for a joint DevOps Columbus, Azure CBUS and Columbus HashiCorp User Group meetup where **Mark Tinderholt** \(Principal Architect\, Microsoft Azure \| HashiCorp Ambassador \| “The Azure Terraformer”\) shows how **Minecraft** can be used as a surprisingly powerful way to understand real-world Infrastructure-as-Code concepts.
In this session, Mark will demonstrate how Terraform and Azure can be used to provision, configure, and manage Minecraft servers—while teaching the same patterns you’d use for production cloud infrastructure.
\#\#\# What we’ll cover
* Infrastructure-as-Code fundamentals using **Terraform**
* Provisioning real infrastructure on **Azure**
* Applying **IaC best practices** (immutability, repeatability, versioning)
* How playful environments like Minecraft make complex concepts *click*
* Why learning through experimentation beats click-ops every time
\#\#\# Who should attend
* Developers, platform engineers, and cloud engineers
* Terraform users (new or experienced)
* Anyone curious about Infrastructure-as-Code but tired of boring examples
* Minecraft fans who want to see it used in a totally unexpected way
No prior Minecraft experience required—just curiosity and a willingness to learn infrastructure the fun way.
Come for the blocks, stay for the Terraform. 🧱➡️📐
In-Person Event: The Answers to Depression & Anxiety
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.
Columbus HUG January: Learn Infrastructure-as-Code Through Minecraft
## Learn Infrastructure-as-Code (the FUN Way) — Through Minecraft 🎮☁️
**Joint Meetup: Azure CBUS × Columbus HashiCorp User Group**
What if learning Terraform and Infrastructure-as-Code didn’t feel like a whitepaper… but more like a game?
Join us for a joint Azure CBUS and Columbus HashiCorp User Group meetup where **Mark Tinderholt** \(Principal Architect\, Microsoft Azure \| HashiCorp Ambassador \| “The Azure Terraformer”\) shows how **Minecraft** can be used as a surprisingly powerful way to understand real-world Infrastructure-as-Code concepts.
In this session, Mark will demonstrate how Terraform and Azure can be used to provision, configure, and manage Minecraft servers—while teaching the same patterns you’d use for production cloud infrastructure.
### What we’ll cover
* Infrastructure-as-Code fundamentals using **Terraform**
* Provisioning real infrastructure on **Azure**
* Applying **IaC best practices** (immutability, repeatability, versioning)
* How playful environments like Minecraft make complex concepts *click*
* Why learning through experimentation beats click-ops every time
### Who should attend
* Developers, platform engineers, and cloud engineers
* Terraform users (new or experienced)
* Anyone curious about Infrastructure-as-Code but tired of boring examples
* Minecraft fans who want to see it used in a totally unexpected way
No prior Minecraft experience required—just curiosity and a willingness to learn infrastructure the fun way.
Come for the blocks, stay for the Terraform. 🧱➡️📐
Want to be a speaker? submit your talk to our Call for Presenters!!!
https://sessionize.com/cbus-hug-2026/
DoJo (Informal Python Meeting)
**New Dojo Location!**
**Draft Day Columbus**
1130 Dublin Road
Columbus, OH 43215
We're going to try a new dojo location for a few weeks and see how it works
Dojos are informal Python group study sessions where everyone interested in Python gathers to learn about Python, help others with Python, or just hang out. Everyone is welcome from Python beginners to experts. Bringing a laptop is encouraged (we'll have extension cords and power strips). If there's something you want to learn leave a comment on this invite so we can plan ahead.
We're looking for topic suggestions and people interested in presenting at our monthly meetings. To this end we've set up a survey form at [https://docs.google.com/forms/d/15eBKF1nQQ2XS5gzD4rvhVRHMBEj7lJtHuA9wXupS3Uc](https://docs.google.com/forms/d/15eBKF1nQQ2XS5gzD4rvhVRHMBEj7lJtHuA9wXupS3Uc)
COUNT RMH Housewarmer Volunteering (Ronald McDonald House)
Some trained COUNT volunteers work together once a month at RMH (http://www.rmhc-centralohio.org/volunteer.php) as Housewarmers (usually on the 1st Sunday from 1 – 5 PM). Some schedule other shifts at their convenience. You may try this out with less fuss by following a "Fast track" or go through the normal process.
Fast track
• Arrange a time to shadow a COUNT volunteer. Call Dave Nohle at 614-268-9558 (cell).
• Show up and try it out.
• Complete application, etc. later.
Normal process
• Complete an online application (http://rmhc-centralohio.org/volunteer/).
• Attend orientation in advance.
• At orientation you will complete forms agreeing to keep family/patient info private and allowing a background check and tour the facility.
• Complete one training shift. Daily shifts are: morning 9 AM - 1 PM, afternoon 1 - 5 PM and evening 5 - 9 PM.
• Schedule shifts online using the on the RMH scheduling system (http://www.volgistics.com/ex/portal.dll/?FROM=32895).
The Ronald McDonald House (RMH) provides housing and meals for families with sick children. The Columbus RMH is the largest in the world with 137 rooms. COUNT has been volunteering there since May 2014.
Housewarmers work with RMH guests to provide a home-like environment - greet, assist with family needs, answer phones, give tours, assist with checkin/checkout, prepare guest rooms after checkout, clean facility, laundry, restock supplies and staff the front desk. RMH Housewarmers volunteer at least one four-hour shift a month. All Housewarmers must complete an application and agree to a background check before they can be full fledged volunteers.
MapReduce Events Near You
Connect with your local MapReduce community
Omnipresent Atheists Weekly Meetup (2nd Tues)
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.
***
Did you know that there are atheists everywhere?!?! You may not know it, but we are! We're in your schools, diners, police force, military, government, and some are even still in your churches! So come and join us and meet other local atheists, along with agnostics, heathens, humanists, skeptics, and anyone else who's 'hell bound'!
Vision: a Central Ohio that accepts atheism as a viable alternative in all areas of public and private life.
Mission: grow, support, and provide community for atheists in Central Ohio.
Social meetings held most Tuesdays at a local pub/restaurant at 7:00 PM (and often into the wee hours). Attendees call themselves agnostics, skeptics, humanists, non-theists, deists or even theists. All attendees are welcome but should support our vision.
Atheists of Columbus (AoC) is part of Omnipresent Atheists (OA). AoC members are invited to join this OA meetup and/or OA Facebook group ( https://www.facebook.com/groups/omnipresentatheists/ ) but are free to continue conversations on the AoC Facebook group ( https://www.facebook.com/groups/columbusatheists/ ). AoC was founded in 2012 as a networking, social group for Central Ohio area humanists, skeptics, atheists, agnostics, nonbelievers, freethinkers, and the curious. It was a member of Columbus CoR and held weekly meetings, mostly on Fridays, for several years but then operated as an online only group for some time. In November 2018, Omnipresent Atheists (OA), a group that routinely meets on Tuesdays, invited AoC to merge.
Omnipresent Atheists is a member of the Columbus Coalition of Reason (ColumbusCoR.org). Omnipresent Atheists is a member of the Columbus Coalition of Reason ( http://www.ColumbusCoR.org ). Omnipresent Atheists endorses the mission of the Secular Coalition for America ( http://secular.org ).
Omnipresent Atheists Weekly Meetup (1st Tues)
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.
Did you know that there are atheists everywhere?!?! You may not know it, but we are! We're in your schools, diners, police force, military, government, and some are even still in your churches! So come and join us and meet other local atheists, along with agnostics, heathens, humanists, skeptics, and anyone else who's 'hell bound'!
Vision: a Central Ohio that accepts atheism as a viable alternative in all areas of public and private life.
Mission: grow, support, and provide community for atheists in Central Ohio.
Social meetings held most Tuesdays at a local pub/restaurant at 7:00 PM (and often into the wee hours). Attendees call themselves agnostics, skeptics, humanists, non-theists, deists or even theists. All attendees are welcome but should support our vision.
Atheists of Columbus (AoC) is part of Omnipresent Atheists (OA). AoC members are invited to join this OA meetup and/or OA Facebook group ( https://www.facebook.com/groups/omnipresentatheists/ ) but are free to continue conversations on the AoC Facebook group ( https://www.facebook.com/groups/columbusatheists/ ). AoC was founded in 2012 as a networking, social group for Central Ohio area humanists, skeptics, atheists, agnostics, nonbelievers, freethinkers, and the curious. It was a member of Columbus CoR and held weekly meetings, mostly on Fridays, for several years but then operated as an online only group for some time. In November 2018, Omnipresent Atheists (OA), a group that routinely meets on Tuesdays, invited AoC to merge.
Omnipresent Atheists is a member of the Columbus Coalition of Reason (ColumbusCoR.org). Omnipresent Atheists is a member of the Columbus Coalition of Reason ( http://www.ColumbusCoR.org ). Omnipresent Atheists endorses the mission of the Secular Coalition for America ( http://secular.org ).
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.
Azure CBUS February: Build Your Own MCP Server
### Tools in your AI's Toolbox : An introduction to MCP Servers
The generative AI revolution has unlocked unprecedented capabilities, but the next frontier is agency: empowering models to interact with, query, and act upon the world. The current challenge is the “N x M integration problem,” where every AI model requires a custom, brittle integration for each external tool or data source. This approach simply doesn’t scale. How can we give an AI access to our sales leads, code repositories, or IoT devices in a standardized, secure, and reusable way?
This session introduces Anthropic’s Model Context Protocol (MCP), the open-source framework designed to solve this challenge and become the universal connector—the USB-C port—for AI. MCP standardizes how AI models discover and use external tools, moving beyond simple function-calling to a robust, client-server architecture. We will dive into how this open protocol is creating a new ecosystem for building powerful, context-aware AI agents.
Join this session for a developer-focused introduction where you will learn how to:
Understand the core concepts of the open-source Model Context Protocol and its architecture.
Utilize pre-built, open-source MCP servers to instantly connect AI to tools like Git, Slack, and databases.
Build a custom MCP server to securely expose your own proprietary data and APIs as tools for any compliant AI.
Move beyond bespoke integrations and contribute to a standardized, collaborative, and open ecosystem.
Stop building one-off connectors and start building intelligent agents. This session will give you the practical knowledge to leverage MCP and create the next generation of AI that doesn’t just talk, but does.
Want to be a speaker? submit your talk to our Call for Presenters!!!
[https://sessionize.com/azure-cbus-2026/](https://sessionize.com/azure-cbus-2026/)
CBusData - Ok I Want to Get Data into Fabric - Now What?
I love my job and one of the main things I do is help customers get going with any of the data technologies at Microsoft. Right now there are a lot of my customers asking about Microsoft Fabric. It's hard to weave across all the shiny new options across the Fabric landscape, let alone figure out where it fits into your organization. In this session we'll focus on answering one question - how can I get data into Fabric? We'll talk through the "it depends" options and see some of the options in live demos.
Pop-up Book Club: A Streetcar Named Desire, by Tennessee Williams
Let’s meet and discuss whatever comes to mind about one of Tennesse Williams’ most famous plays.
ASH UU Topic: TBD
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!
COUNT Discussion Meeting: Topic: Current Events
We may pick a specific topic and post in advance or may discuss current events and various ad hoc topics . We would love to spend time hanging out and getting to know one another.
Atheist, agnostics, other non-theists, and atheist-friendly people are welcome to join us.
Note: COUNT operates a Facebook page at www.facebook.com/groups/COUNT.discussions (http://www.facebook.com/groups/COUNT.discussions/) to promote discussions among members and visitors.



























