Data Science using Python

**This is a paid program.** **Click <<[here](https://online.innerengineering.com/en/program-details/bhuta-shuddhi-cityprogram-staybridge-suites-columbus-university-area-ohio-us-jan-16-2026)\>\> to register\.** ### **Bhuta Shuddhi means “purification of the five elements” (i.e. earth, water, fire, air and space) which gets to the root of imbalances in the body that lead to disease. This simple practice which you can do daily reorganizes your system on the elemental level.** **Benefits:** * **Keeps the system in harmony and balance** * **Prepares the system to handle powerful states of energy** * **Creates the basis to gain complete mastery over the human system** **For ages 14 and above, no prior knowledge of yoga is required.** **This program is conducted by a Hatha Yoga teacher trained by Sadhguru.**

**Details:** In recent years, the development of scalable continuous optimization solvers on GPUs has made significant progress, primarily driven by advances in GPU-based sparse linear algebra. We first introduce MadNLP.jl, a GPU-native solver for nonlinear programming (NLP) based on interior-point methods and sparse direct solvers. It was the first solver in the suite and remains central to solving general nonlinear problems efficiently. Building on this foundation, MadNCL.jl is a robust meta-solver that orchestrates multiple NLP solves to handle degeneracy, ill-conditioning, and to achieve high-accuracy solutions with tolerances below 1e-8. The latest solver MadIPM.jl, targets large-scale linear and convex quadratic programs (LP / QP). All three solvers are based on second-order algorithms, enabling robustness and accuracy compared to purely first-order methods. We present performance results on real-world benchmark instances, demonstrating substantial speedups between CPU and GPU implementations, while maintaining high solution quality. **Audience Takeaway:** * Second-order methods scale on GPUs * Unified GPU solver suite (NLP / LP / QP) * Robust, high-accuracy solutions * Demonstrated real-world CPU–GPU speedups **Zoom: This is a hybrid event. To attend online, join us on Zoom here at 6pm:** [https://numfocus-org.zoom.us/j/89399976851?pwd=UEgMUZXdYmKdK1x1dIPL6hwUYnp7NW.1](https://numfocus-org.zoom.us/j/89399976851?pwd=UEgMUZXdYmKdK1x1dIPL6hwUYnp7NW.1) **Sponsors:** Illinois Tech Chicago-Kent College of Law will provide the meeting site. Adyen will sponsor snacks for the onsite participants. * **Address:** Room 170, Illinois Tech Chicago-Kent College of Law, 565 W Adams St, Chicago, IL 60661, USA. * **Logistics:** To access the room, we require **first and last names** of those who **RSVP'd by 6pm on Jan 13**. Attendees will then present their **IDs** when they arrive and sign in at the security desk. All external participants must wear name **badges**, provided at the registration table. * **Illinois Tech Overview:** Illinois Tech is a leading private research university in Chicago, renowned for its programs in Computing, Engineering, and Law. The Chicago-Kent College of Law and the College of Computing are central to the university’s mission of advancing interdisciplinary research and education. The event is hosted in collaboration with Illinois Tech’s Law School and the Department of Applied Mathematics.

Your Friday night just got sweeter! Join us at select [#MarketDistrict](https://www.facebook.com/hashtag/marketdistrict?__eep__=6&__cft__%5B0%5D=AZXglupYTNnuPXhU3gU2DI9GInOg8OWWSvEJTry0VDGnMwh3tC6LxAkyc13s7j-hzoCa7zpemBLJbwdOAIfL-4l-h-eX3x7UFBl6CgHm1ijsL9C9hR_jWvIa_CNOjxBCQzMpVcaRfKr1LrRukr4nY0KHoqN2w3gXLadSqHBf6hPcBx13ltDk2suI8GhnjfjDOUs&__tn__=*NK-R) (we are meeting at Grandview Yard) locations for Flights & Bites on the third Friday of the month from 5-8pm. We'll meet about 5:30pm til 7:00pm. Feel free to join us anytime before 6:45pm. **Cost: $15.00 per person *(covers 4 wine or beer samples paired with gourmet appetizers)*** **Meet**: I'll post our location once we assemble and start our tasting.

At Evolve Synergy Sessions, you'll be part of a supportive mastermind where we share challenges, brainstorm solutions, and inspire one another to take bold steps in our businesses. Grow your network, gain fresh perspectives, and build meaningful relationships with like-minded women who are committed to success. Whether you’re looking to move the needle in your business or simply need a space to connect and recharge, this is the perfect place to fuel your entrepreneurial journey. [Add Event to Calendar](https://evolvecolumbus.eventcalendarapp.com/) \*\* Please note, we will be arriving around 8:15a for open networking! Get there early and get connected! Contact Alexis Morley at [alexis.morley@edwardjones.com](mailto:alexis.morley@edwardjones.com) or Terri Lawson at [terri.lawson@e-merge.com](mailto:terri.lawson@e-merge.com) for more information.

Columbus Code & Coffee is an inclusive, informal co-working session. People of all skill levels attend, and we love it that way. Many people (optionally) bring projects to work on, and many other people (optionally) socialize the entire time. It's entirely up to you! **What to Expect at the Intro Circle** \~\~\~\~\~\~\~\~\~\~\~\~\~ Near the beginning of the event (1:30 pm), we do a standup: * Organizer announcements, updates, and logistics Round 1 - (7 secs max): * Your name * What you're working on * What you can help others with Round 2: * Community events you wanna plug. If none, that's cool too. Round 3: * Job opportunities you're hiring for OR announce that you are looking for one. If none, that's cool. After the introduction circle, everything is self-organized! Feel free to work alone, pair up, attend one of our workshops/presentations, or mingle!

Friday Night French Conversation Hour Bonjour tout le monde! Bonne annee! (English Below) Je vous propose une soirée, ce vendredi qui vient, à l'hôtel Junto à Columbus. 19hr. 16 Jan 2026. C'est très bien située avec de l'espace extérieur et intérieur, un feu, un café (cafe se ferme à 19h; arrivez tot si ca vous interesse), un resto, et un bar. Le parking est payé est juste en face au musée des sciences COSI. Il y'en a aussi dans les rues mais un peu plus loin. Vous n'êtes pas obligé d'acheter quelque chose, car l'ensemble de l'espace c'est vraiment un grand lobby et de l'hôtel, mais c'est cool. J'ai parlé avec le management et ils sont ravis de nous accueillir, mais il n'y a pas de place particulière réservé pour nous. Ce sera à partir de 19h jusqu'à ? Moi, je suis Brandon. J'aimerais que ce soit un évènement mensuel et si l'espace ne vous convient pas, on peut discuter d'autres options. Je vais porter une casquette bleue et blanche qui dit "Québec." Venez nombreux! A tres bientot \-\-\-\- Hello everyone! It’s been a long time since we’ve had a Friday night French meetup. I suggest that we meet at the Junto Hotel in Columbus this coming Friday, November 7th. There’s a great spot with both outdoor and indoor areas, a café (which closes at 7 p.m., come a bit early if that interests you), a restaurant, and a bar. Parking is paid and is located right across from the science museum called COSI. It’s a bit expensive, but you don’t have to buy anything since the area is really just a large hotel lobby. It's nice though. I spoke with management, and they’re happy to welcome us, though there’s no specific space reserved just for us. It’ll start at 7 p.m. and go until whenever. I’d like this to become a monthly event, and if this space doesn’t suit us well, we can discuss other options. Speaking and understanding French well is ideal but there may be learners there as well. I’m Brandon. I’ll be wearing a blue and white cap that says “Québec.” Come find us.

❄️ **Spare Yourself a Boring Winter - Bowl With Us!** Avoid social hibernation this winter, join our **6-week social bowling league** starting in January! Whether you're looking to unwind after work, meet new people, or just have a fun night out with pals, this league is perfect for everyone! Chill times, cold drinks, and plenty of chances to connect with others. No matter your skill level, this league is all about having fun and meeting new friends. **;)** **🗓 Thursday evenings \|📍 AMF Sawmill Lanes \| 💵 $74 w/ code MUCOW26** **💻 League Info & Registration**: https://bit.ly/ColumbusBowling **Why Join?** 🎉 It’s only 6 weeks - perfect for a low-commitment social plan 🍻 Great mix of people in their 20s-40s, plus post-game hangs at the bar 🎳 Zero pressure - gutter balls totally welcome! 👕 Free league shirt if you sign up early 🧠 Weekly trivia w/ prizes 💬 Super social - join solo or w/ friends! **Want in?** Join our Meetup team Spare Me 👉 **Click here to join** https://tinyurl.com/249zqb6d Or start a team of your own with a few friends - we’ll all be hanging out either way! 📅 League Dates (Thursday evenings): Jan 22, Jan 29, Feb 5, Feb 12, Feb 19, Feb 26 ***(The MeetUp event date is deadline to register for the league.)*** **Cost & What’s Included:** ✔ $74 with discount code MUCOW26 ✔ 6 weeks of bowling (1–3 games/week) ✔ Shoe rentals & full league setup ✔ Trivia, prizes, and great people 👉 **SIGN UP NOW** 💻League Info & Registration: https://bit.ly/ColumbusBowling 🤑Use promo code MUCOW26 to save $20 📸 Follow the fun on Instagram: https://bit.ly/BowlingLeague-IG 📩 Questions? Contact the league: http://bit.ly/2nKHno7 Spots are filling fast – don’t miss out on the fun times!

Bienvenue! Columbus French Conversation group invites you to our Saturday morning French conversation club. Expect a casual and welcoming atmosphere in which to learn french! I will bring my laptop so we can look up new vocabulary as needed! The venue is a beautiful French restaurant so you can really get into the zone :)

🌿 The Fitness Experience 🌿 This is not just a workout—it’s a vibe. The Fitness Experience is a high-energy, feel-good outdoor fitness meetup designed for every body and every level. Whether you’re just getting started, getting back into it, or already living an active lifestyle, this experience meets you where you are and pushes you just enough to level up. Expect movement, fresh air, challenges, laughter, and real community. We sweat together, encourage each other, and stay accountable—because consistency is easier with friends! Motivation with meaning: ✨ Show up for yourself ✨ Progress over perfection ✨ Consistency creates confidence Each month, we pop up at a new scenic outdoor location—parks, waterfronts, city greenspaces, and hidden urban gems—bringing fitness to life in the most inspiring settings possible. Come solo. Bring a friend. Leave energized.

**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). For this first meeting of the year, we will be reviewing submissions for the [Your Program is Hideous and Obfuscated Challenge (YPHOC). ](https://docs.google.com/document/d/13zbxwElpJqPMuAN4Ele2hUgsqtFKzH3OCTL5NEeiLKQ)Submissions for this challenge are due by January 12th, 2026. The details can be found here: or on our website http://www.cohpy.org See Our [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

**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)

2026 may be the last year many developers write code by hand. We need coding agents to solve complex problems in production codebases, but vibe coding alone won’t get us there. Vibe coding is all gas, no brakes. It burns up the context window until the agent slips on its own slop. You can go fast at first, but the more you stuff into the context window, the more tangled its outputs get. While the industry is rapidly increasing code generation speed, we still have to understand, review, merge, and maintain what gets shipped. This talk featuring Michael Geiger will outline how coding agents (Claude Code + Gas Town) work and a framework for orchestrating them to solve complicated problems in complex codebases. It’s about steering the model: doing the research to align intent, planning the approach up front, implementing in parallel steps, and breaking early. Human judgment still matters, but it should be spent on high-leverage decisions: what to build, what to forbid, and “what is quality?”, not cleaning up slop. Attendees will leave with a checklist to identify workflow and environment gaps that hold agents back, so you and your team can ship higher-quality software starting tomorrow.

The January edition of IndyPy explores how Python extends beyond traditional software development into the world of embedded systems and microcontrollers. Discover how MicroPython brings the simplicity and power of Python to tiny, resource-constrained devices, opening up new possibilities for IoT, robotics, and hardware prototyping. Whether you're curious about embedded development or looking to expand your Python skills into physical computing, this talk will show you how accessible hardware programming can be when you bring Python to the edge. **Join us either in person or remotely for our hybrid event!** * **IN PERSON:** Suite 110 at E-gineering, Inc. (8415 Allison Pointe Blvd, Indianapolis, IN 46250) * **REMOTE:** [Register to get the Zoom link](https://sixfeetup.zoom.us/meeting/register/CnmV2RcETcmsH7oEYWAGzg). **AGENDA** **7 - 7:15pm:** Announcements and Introductions **7:15 - 7:45pm:** **“MicroPython: Bringing Python to the Edge with Microcontrollers” by Drew Westrick, Glassboard CTO and Co-Founder** You love Python, now let's put it to work on tiny, cost-optimized, dedicated computers! MicroPython is a lean and efficient implementation of the Python 3 language that runs directly on microcontrollers (MCUs) like the popular Raspberry Pi Pico. If you've ever been intimidated by embedded development and ASM/C/C++, MicroPython lets you leverage your existing Python skills for IoT, robotics, vision systems, and creative hardware projects. In this 30-minute talk, Drew Westrick will introduce the core concepts, highlight the powerful benefits, and provide a live demo showing just how easy it is to control hardware using Python code. **7:45 - 8:15pm:** Q&A and Discussion **8:15 - 8:30pm:** Door Prizes **8:30 - 9pm:** Networking Guests are welcome to attend, but please have each person RSVP on their own Meetup account.

## 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/

## 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/

## 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. 🧱➡️📐