Data Profiling
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Frequently Asked Questions
Yes! Check out data profiling events happening today here. These are in-person gatherings where you can meet fellow enthusiasts and participate in activities right now.
Discover all the data profiling events taking place this week here. Plan ahead and join exciting meetups throughout the week.
Absolutely! Find data profiling events near your location here. Connect with your local community and discover events within your area.
Data Profiling Events Today
Join in-person Data Profiling events happening right now
Practice your programming skills with Python, Js, Java, C(++) or ...
Anybody who wants to practice their programming skills is welcome. We share our ideas, learn from each other, do some exercise, ask questions, etc. This meetup is the best for those who want to improve their skills by programming and learning in a group
If you want to learn more about our Co-Learning, please have a look at our website:
[https://opentechschool-zurich.github.io/](https://opentechschool-zurich.github.io/)
\*\*\*
We have a chat group you can join to get more information:
[https://app.element.io/#/room/#ots-zh:matrix.org](https://app.element.io/#/room/#ots-zh:matrix.org)
(You need to create a free account if you don't already have one)
Remote participants are also welcome. You first need to join the Element chat and then get into the video call that we start at around 19:00 (if we forget, pleas ping us in the Element chat!)
\*\*\*
Our main languages are Python and Javascript, but we welcome every programming languages.
Some of the skills we can help you learning:
* Python and
* ... PyGame (Zero / Play)
-.... Flask
* ... Jupyter and data science
-... PySide2 / PyQt
* ... Shoebot
* C++ and
* ... Qt
* ... cmake
* ... and modern C++
* Flutter for Apps
* PHP and
* ... Vue.js
* ... Wordpress
* JS and React.js
We have a few Github repository that can be interesting to browse:: https://github.com/opentechschool-zurich/
INNOTALK #19: "When Agile Isn’t Enough: A Fortune 500 Journey to Serial Product"
**INNOtalk #19** presents **"When Agile Isn’t Enough: A Fortune 500 Journey to Serial Product"**
*«Beyond the Spotify Model: Real-World Innovation in Hardware & Electronics»*
Innovation is no longer the challenge - making it real is.
Many organizations invest heavily in innovation, agile frameworks, and transformation programs. Yet too often, initiatives remain stuck in pilots, labs, or presentations - without ever translating into real business impact.
This INNOtalk takes you inside the journey of a Fortune 500 automotive leader that broke this pattern.
Within just 18 months, the company moved from early-stage innovation efforts to serial production in a completely new market segment - turning ideas into tangible business value.
Instead of focusing on frameworks or buzzwords, this session reveals what truly makes the difference at executive level:
\- How to navigate the realities of innovation in regulated\, hardware\-driven environments\.
\- How to build structures that balance speed\, safety\, and compliance\.
\- And how leadership decisions determine whether innovation remains an initiative \- or becomes a growth engine\.
At the core lies a simple but powerful insight:
\- What works in software does not automatically work in the real world\.
This session challenges common assumptions around agile and introduces a pragmatic, hands-on approach to innovation - designed for organizations where complexity, regulation, and engineering excellence are part of daily business.
**What you will gain:**
🔷 A clear perspective on why traditional agile models often fall short in hardware and regulated environments
🔷 Practical insights on how to move from experimentation to scalable, market-ready solutions
🔷 Leadership impulses to turn innovation into measurable business impact
**SPEAKER**
[Björn Persson](https://www.linkedin.com/in/bj%C3%B6rn-persson-a6325710/ "https://www.linkedin.com/in/bj%C3%B6rn-persson-a6325710/")
*Product Management Advisor & Consultant at «ProAgile»*
Björn Persson is a seasoned Product Management Advisor and Agile Transformation Expert with over 20 years of experience in driving innovation across teams and organizations. Björn has supported companies in translating agile principles into real-world impact - particularly in complex, regulated, and hardware-driven environments.
As a consultant at ProAgile, Björn focuses on bridging the gap between strategy and execution, helping organizations move beyond “innovation theater” toward scalable, production-ready solutions. His work combines deep practical expertise with a strong understanding of leadership, organizational design, and business value creation.
**DETAILS**
🗓️ Date & Time: **Tuesday, April 28, 2026 / 17:00 - 19:00**
📍 Location: **swissICT – Vulkanstrasse 120 – 8048 Zurich**
**AGENDA**
16:45 - 17:00: Arrival & Welcome
17:00 - 17:30: Keynote: "When Agile Isn’t Enough: A Fortune 500 Journey to Serial Production" by Product Management Advisor & Consultant at «ProAgile»
17:30 - 18:00: Interactive Q&A (Focus on leadership and implementation).
18:00 - 19:00: Networking & Community Discussion
19:00: Closing of Event
**TARGET GROUP & LANGUAGE**
• C-level and Senior Executives within industrial, automotive, and regulated environments. The session is tailored for decision-makers who need to bridge the gap between traditional engineering excellence and modern innovation speed, focusing on leadership choices and ROI rather than just "agile ceremonies".
• The talk will be held in English, with questions welcome in German as well.
**ORGANIZERS**
Moderation by the [swissICT «Innovation» Expert Group](https://www.linkedin.com/company/swissict-professional-group-innovation/ "https://www.linkedin.com/company/swissict-professional-group-innovation/") ([Patrick Scheller](https://www.linkedin.com/in/patrick-scheller/), [Harald Bader](https://www.linkedin.com/in/dr-harald-bader/ "https://www.linkedin.com/in/dr-harald-bader/"), [Violeta Lozano](https://www.linkedin.com/in/violeta-lozano-roxstar/ "https://www.linkedin.com/in/violeta-lozano-roxstar/")) & [swissICT](https://www.linkedin.com/company/swissict/ "https://www.linkedin.com/company/swissict/") ([Carol Lechner](https://www.linkedin.com/in/carol-lechner/ "https://www.linkedin.com/in/carol-lechner/")) in collaboration with Björn Persson from [ProAgile](https://www.linkedin.com/company/proagile-se/ "https://www.linkedin.com/company/proagile-se/").
Software Crafters: «Schauen wir uns Jujutsu an»
An der OST Rappeswil, Zimmer 1.262, [siehe hier](https://geometalab.gitlab.io/campus-maps-with-openstreetmap/ifs-campus-map/?search=way/902580361) (Öffentlicher Anlass)
**Worum geht’s?**
Wir treffen uns regelmässig als Community of Practice rund um **Software Crafting** – sauberes Design, TDD, Pairing, CI/CD, Observability, Security by Design, kontinuierliches Lernen, Erfahrungsautausch und diverses mehr. Dieses Treffen ist hands-on und praxisnah, ideal für Einsteigerinnen und Profis.
**Fokus dieses Mal**
Schauen wir uns Jujutsu an: Mehr dazu [hier](https://github.com/orgs/Software-Crafters-Meetup/discussions/19)
👉 **Themenliste & Voting:** [Themenliste](https://github.com/Software-Crafters-Meetup/Software-Crafters/blob/main/themenliste.md)
Trage dein Thema ein und vote mit.
**Ablauf**
Wir werden Pizza bestellen.
**Mitbringen**
\- Laptop
**Code of Conduct**
Wir pflegen einen respektvollen Umgang, teilen Wissen offen und geben konstruktives Feedback. Kein Gatekeeping, kein Verkaufs-Pitch.
**Fragen?** Melde dich via Issue/Discussion oder per Mail an *mail@marcokuoni.ch*
Wir freuen uns auf dich – und auf deine Themenideen!
CityRunning Nord
Start um 19.00 Uhr ab Marktplatz Zürich Oerlikon
Dauer: 60 Minuten
Lauftempo: 6 min/km (10 km/h)
Start 7pm at Marktplatz Zürich Oerlikon
Duration: 60 minutes
Pace: approx. 6 min/km (9:39 min/mile)
Speak effortlessly to any audience - Toastmasters Zuriberg
**This Meeting’s Theme: “Vitality”**
Vitality is that electric spark ⚡ that makes an audience sit up and listen! It’s the passion in your voice , the energy in your gestures , and the life force behind your words. It’s what makes a message unforgettable . So, come ready to banish the boring, tap into your passion, and fill the room with your amazing energy!
\*\*\*
You can **pay directly via Meetup**!
For this meeting, we’re collecting **CHF 37**, which also includes a delicious dinner prepared by the restaurant. That’s dinner *and* personal growth in one go—what a deal! ️✨
Per default, you're in for the vegetarian option. If you want meat, let us know via PM before Sunday!
\*\*\*
\*\* Practice public speaking, sharpen your communication, and grow your leadership skills\*\*
Ever wanted to feel more confident speaking in front of others? Or perhaps become a better communicator and leader?
Toastmasters is the perfect place to challenge yourself in a warm, supportive, and safe environment. Here, you can practice, learn, grow, mentor, and share—while having a laugh or two along the way.
With over **16,600 clubs worldwide**, Toastmasters helps people reach their full potential as confident speakers and inspiring leaders.
\*\*\*
\*\* Welcome to Zuriberg Toastmasters Club\*\*
We usually meet on the 1**st, 3rd, and 4th Tuesday** of each month in the beautiful **Zunftsaal** at *Restaurant Weisser Wind* in Zurich.
(We’ll always notify you if there's a change in venue.)
\*\*\*
**️ What to expect at a meeting**
Each meeting is hosted by the **Toastmaster of the evening**, who welcomes guests and introduces the *Word of the Day*.
Then, we move into the main event:
**️ Prepared Speeches** – 3–4 speeches, each 5–7 minutes long
**️ Dinner Break** – Enjoy a delicious meal together
\*\* Speech Evaluations\*\* – Supportive and constructive feedback
\*\* Table Topics\*\* – Fun impromptu speaking, open to guests too!
\*\* Meeting Evaluation\*\* – A general overview and suggestions for improvement
**️ Guest Feedback & Closing** – Share your thoughts and wrap up the evening
\*\* After-Hours Conversations\*\* – Stick around for drinks and good chats
\*\*\*
**❓ FAQs**
**Do I have to speak at my first meeting?**
Nope! You’re welcome to just observe. If you feel comfortable, you can introduce yourself and maybe even try Table Topics. Totally optional!
**Is there a teacher or instructor?**
There’s no formal instructor. The club is run by elected members, and learning happens through practice and peer feedback. You’ll receive a speaking guidebook and can also request a mentor.
**Do I have to pay for the dinner?**
Yes, the CHF 37 fee covers dinner and the venue. Soft drinks are not included and cost approx. CHF 6.
**How many people attend?**
Usually between **20–30 people**, a mix of members and guests. Meetup RSVPs mostly reflect guest numbers.
**What is Toastmasters International?**
A nonprofit founded in 1924 with **16,400+ clubs** in **141 countries**, Toastmasters helps people become better speakers, communicators, and leaders.
**Can anyone join?**
Yes! Anyone **18 or older** is welcome to become a member.
**What is the refund policy?**
Unfortunately, we cannot offer refunds for cancellations. But we know that life can get in the way, so guests cancelling two or more days prior to the event are welcome to reach out via private message and we can coordinate a visit at a later date without further charges.
\*\*\*
We look forward to seeing you—whether it’s your first word or your first speech.
Come for the skills, stay for the stories!
Data Profiling Events This Week
Discover what is happening in the next few days
Visualizing Hurricanes by Elisee Kukulu and Eva Sanneke Brinksma
Elisee Kukulu and Eva Sanneke Brinksma will present their award-winning work on visualizing hurricanes. They will share their approach to representing these powerful weather phenomena, discussing design decisions, challenges faced, and solutions developed. This session offers insights into the process of making complex meteorological data accessible through visualization.
**Speaker:**
Elisee Kukulu and Eva Sanneke Brinksma are students in the [Bachelor in Data Design + Art](https://www.hslu.ch/en/lucerne-school-of-design-film-and-art/degree-programmes/bachelor/data-design-and-art/) program at the HSLU.
**Agenda**:
17:00 Doors open
17:00–17:30 Drinks & chats
17:30–18:30 Presentation
18:30–19:00 Drinks & chats
19:00 Goodbye!
**Format**:
This session will be a presentation followed by a plenary conversation for questions and answers with our speakers.
**Language**:
To include a multitude of perspectives, the spoken language of this meetup will be English.
**Streaming:**
If you can’t be with us in person, you can join the livestream at 17:30 on Zoom. **You don’t need to register on Meetup to join virtually.**
Link: https://us02web.zoom.us/j/83827343718
Interactive Things will provide drinks and snacks and moderate the presentation.
25+ Car Speed Dating 🚘🍷 - Singles only.
**IMPORTANT: YOU NEED TO BUY A TICKET IN YOUR NOII PROFILE TO GET IN**
**Auf Tinder kein Bock mehr, aber für Parship ist es zu früh? We got you!**
**Wir organisieren mehrere Real Life Single Events. Jede. Woche.**
💜Lassen wir alle Single Herzen höher schlagen und veranstalten einen legendären noii Event. Vergiss Swipen und Chatten, in diesem Jahr daten wir im echten Leben (we don't make the rules).
🍸Mit bis zu 400 Personen pro Event ist immer viel los. Worst case hast du ein geiles noiices Erlebnis gehabt, best case lernst du jemanden kennen, den du daten möchtest
**🌟It's a vibe.**
Keine Sorge, das wird kein awkward Single Event mit einem sturen Ablauf. Es ist wie ein normaler Bar-Abend mit deinen Friends, wo du aber ganz easy noch andere Leute kennenlernst.
**[HERE MORE INFORMATION](https://date.noii.ch/preview)**
**So done with tinder but it’s too early for Parship? We got you!**
**We organize several real life single events. Every. Week.**
💜Let's make all single hearts beat faster and organize a legendary noii event. Forget swiping and chatting, this year we're dating in real life (we don't make the rules).
🍸With up to 400 people per event, there is always a lot going on. Worst case scenario: you have a great noiice experience, best case: you meet someone you want to date
**🌟It's a vibe.**
Don't worry, this won't be an awkward singles event with a stubborn schedule. It's like a normal bar evening with your friends, where you can easily meet other people.
**[HERE MORE INFORMATION](https://date.noii.ch/preview)**
Speed Dating - Double Date Edition (25-40y)
**[⚠️>>Ticket needed (click here)<<](https://eventfrog.ch/en/p/dating/speed-dating/speed-dating-double-date-edition-25-40y-7445484309090146541.html) or**
**[www.social-circle.ch](https://social-circle.ch/)**
**Double Date Speed Dating**
**Less pressure. More chemistry.**
👥 2 single men + 2 single women per table
🔄 Rotate every 15 minutes
🎯 Ages 25–40
Join the WhatsApp group:
[https://chat.whatsapp.com/FoJN0DzRQgF232huSHiGOi](https://chat.whatsapp.com/FoJN0DzRQgF232huSHiGOi)
Not your typical speed dating.
No awkward interviews.
No repetitive small talk.
You meet in **groups of four**, which makes it easier to relax, laugh, and be yourself.
**🕒 The Flow of the Night**
1️⃣ Deep Dive (Soul)
We kick off with our *Fast-Track Intimacy* cards — real questions that spark meaningful conversations and fast-track genuine connection.
2️⃣ Creative Canvas (Play)
A fun, collaborative drawing challenge. Light, playful, and surprisingly revealing.
3️⃣ Surprise Rounds
A few unexpected twists designed to spark chemistry and keep things exciting.
**✨ Why It Works**
• Small groups = less pressure
• Real interaction, not interviews
• Host-guided flow — you just enjoy
**✅ Your Ticket Includes**
• All materials for the creative challenge
• A balanced ratio of participants
Spots are limited. Secure yours early.
P.S. Pictures might be taken during the event, if you do not want it please let the organizer know.
Tickets are non-refundable.
**Want more events like this? Join our WhatsApp community:** [https://chat.whatsapp.com/KWSK2jINyuG9uHHjtxfnmP?mode=gi_t](https://chat.whatsapp.com/KWSK2jINyuG9uHHjtxfnmP?mode=gi_t)
PyDataVE #26 - #ClimateNetworks & #Trading
Dear all, we’re back with the PyData meetups, focused as always on sharing best practice, methodologies, analysis, machine learning systems, .., with the open-source projects of the [NumFOCUS](https://numfocus.org/sponsored-projects) program — but not only!
We’ll meet **#InPresence on Thursday, April 30 at 7:00 PM**.
We’ll be hosted by [Anda Venice Hostel](https://www.andavenice.com/) in the Medusa Room and, for those who cannot join us, it will also be on YouTube in **#streaming**.
👥 We’ll have two interesting sessions in English 🇬🇧:
🗣 [Tomas Scagliarini](https://www.linkedin.com/in/tomscag/) studies the **#analysis** of Earth’s tipping elements that is crucial for understanding the **#stability** of the **#ClimateSystem**. He will discuss how the interdependencies among tipping elements evolve over time under different anthropogenic forcing.
🗣 [Babatunde Monye](https://www.linkedin.com/in/babatundemonye/) will present a **#MultiTimeframe** algorithmic trading **#signal** system built on probabilistic confidence **#model**, combining momentum, adaptive smoothing, and convergence & divergence indicators to generate structured buy/sell signals across multiple asset pairs.
And afterwards\, for those who want\, we’ll stay there for \( 🍸 \| 🍺 \) & \( 🍕 \| 🍔 \) and **#networking** until late ‼️
📽 And if you’d like to share ideas, projects, topics, or propose yourself as the next speaker, here’s the usual [Google form](https://forms.gle/rVMWxFnodHaNb9ab9) or [Sessionize](https://sessionize.com/pydata-venice-2025-12-18) !
Pub Crawl 🥃🎵 - Singles only.
**IMPORTANT: YOU NEED TO BUY A TICKET IN YOUR NOII PROFILE TO GET IN**
**Auf Tinder kein Bock mehr, aber für Parship ist es zu früh? We got you!**
**Wir organisieren mehrere Real Life Single Events. Jede. Woche.**
💜Lassen wir alle Single Herzen höher schlagen und veranstalten einen legendären noii Event. Vergiss Swipen und Chatten, in diesem Jahr daten wir im echten Leben (we don't make the rules).
🍸Mit bis zu 400 Personen pro Event ist immer viel los. Worst case hast du ein geiles noiices Erlebnis gehabt, best case lernst du jemanden kennen, den du daten möchtest
**🌟It's a vibe.**
Keine Sorge, das wird kein awkward Single Event mit einem sturen Ablauf. Es ist wie ein normaler Bar-Abend mit deinen Friends, wo du aber ganz easy noch andere Leute kennenlernst.
**[HERE MORE INFORMATION](https://date.noii.ch/preview)**
**So done with tinder but it’s too early for Parship? We got you!**
**We organize several real life single events. Every. Week.**
💜Let's make all single hearts beat faster and organize a legendary noii event. Forget swiping and chatting, this year we're dating in real life (we don't make the rules).
🍸With up to 400 people per event, there is always a lot going on. Worst case scenario: you have a great noiice experience, best case: you meet someone you want to date
**🌟It's a vibe.**
Don't worry, this won't be an awkward singles event with a stubborn schedule. It's like a normal bar evening with your friends, where you can easily meet other people.
**[HERE MORE INFORMATION](https://date.noii.ch/preview)**
What’s New in AWS? Q1 2026 Community Recap
Hi all
Let’s get together and unpack the most important AWS updates from the past quarter. We’ll review major announcements, share opinions, and discuss real-world implications for developers, startups, and enterprises. Bring your questions and perspectives—this is a community conversation.
📅 Date: 29.04.2026
🕒 Time: 18:00
📍 Location: RedHat Office - Zürich
**Agenda**
18:00-18:30 - Welcome & Coffee
18:30-19:15 - What’s New in AWS? (Q1 2026)
19:15-19:45 - Amazon S3 Files
19:45-20:00 - AWS AI Certifications: Where to Start
20:00-21:00 - Networking / Food / Drinks
**Amazon S3 Files: What’s New & What It Means**
Let’s take a look at the latest updates around file access in Amazon S3 and what they could mean in practice. We’ll walk through the key ideas, share first impressions, and discuss where this might actually be useful (and where it might not). Expect a lightweight, community-driven discussion.
**AWS AI Certifications: Where to Start**
Curious about AWS AI certifications but not sure where to begin? In this short session, we’ll go over the available options, what they cover, and how to choose the right path based on your background and goals. Expect a quick, community-driven overview with room to share experiences and tips.
Grab your spot, bring your questions, and join us for cloud talk, networking, and a drink or two. See you there!
Speed Friending
If you are looking to expand your social circle, make a new friend then this event is for you!
Speed friending is a fun and fast paced ice breaker, allowing everyone to interact face to face with the goal on finding those people you can find a connection.
How does it work?
1. We will break attendees up into groups of 1:1's and provide some ice-breakers get to know you questions.
2. The group will stay together for about 6-7 minutes and at the end of the round, one participant will move to a new station and start a new round, meeting new people.
FAQs:
Can I come alone?
Yes. Most attending will be coming on their own. This is a great way to connect and make new friends!
Is this age-specific?
This will be no different to any other Zurich Together Events with range from 23-45
⚠️Please note this is not a event for dating⚠️
Data Profiling Events Near You
Connect with your local Data Profiling community
Columbus Create and Sell AI Ebooks Profit Blueprint
### Ready to Launch an AI-Powered Ebook Empire?
Unlock the secrets to creating a thriving ebook business with the amazing power of AI. Even without prior writing experience, you can craft, publish, and profit from ebooks, tapping into a lucrative passive income stream.
#### ➡️ Secure Your Spot Now: [🚀 REGISTER 🚀](https://remoteready.io/product/AIEbookBusiness?city=Columbus&groupurlname=circle-of-professionals-mastering-ai-income&startgmtdatetime=2026-05-01T22:00:00Z)
**(Please note: An RSVP here doesn't guarantee your spot. Use the registration link above.)**
---
This masterclass provides a complete blueprint for creating an AI-driven ebook business. We'll explore everything from identifying the *right* niche and leveraging AI for content creation to publishing on Amazon KDP and boosting your book sales. It's an end-to-end system that minimizes effort while maximizing potential.
##### Is This For You?
This class fits if you're:
* Dreaming of self-publishing success on Amazon KDP
* Seeking passive income opportunities through digital products
* An entreprenuerially-minded person craving a scalable online side hustle.
##### Class Highlights:
We're going to deep dive into:
* Strategies for competitive pricing and smart keyword optimisation to get found.
* The legal landscape of AI-generated content; stay compliant and effective.
* How a *portfolio* of ebooks can create compounding passive income streams over time.
* Get inspired by real-world examples of AI ebook businesses pulling in $2K–$20K each month!
* Tried-and-tested promotion strategies that lead to consistent ebook sales.
##### The Proof is in the Pudding:
*"I now have 10 books out there! This passive income thing? It's totally real."* – A Happy AI Ebook Publisher
##### Visualize This:
Let AI handle the writing; you focus on building that empire. 💰
Data Cleansing using Data Bricks
The May Ohio North Database Training user group meeting will be held on **May 5th, 2026 at 5:00PM**. This will be a **HYBRID** event and we will be joined in person by **Sam Nasr.**
You're welcome to come meet in-person at our meeting location, the offices of Improving at
**[6000 Freedom Square Dr,](https://www.google.com/maps/place/Improving/@41.4004167,-81.6614462,17z/data=!3m2!4b1!5s0x8830e5b8255c5919:0xd8297060eb68fe04!4m6!3m5!1s0x8830dc7a0fe35dc9:0xbfc4710ecadfc5c!8m2!3d41.4004127!4d-81.6588713!16s%2Fg%2F1hm3hkqp3?entry=ttu&g_ep=EgoyMDI1MDQzMC4xIKXMDSoASAFQAw%3D%3D)**
**[Unit 110,](https://www.google.com/maps/place/Improving/@41.4004167,-81.6614462,17z/data=!3m2!4b1!5s0x8830e5b8255c5919:0xd8297060eb68fe04!4m6!3m5!1s0x8830dc7a0fe35dc9:0xbfc4710ecadfc5c!8m2!3d41.4004127!4d-81.6588713!16s%2Fg%2F1hm3hkqp3?entry=ttu&g_ep=EgoyMDI1MDQzMC4xIKXMDSoASAFQAw%3D%3D)**
**[Independence, OH 44131](https://www.google.com/maps/place/Improving/@41.4004167,-81.6614462,17z/data=!3m2!4b1!5s0x8830e5b8255c5919:0xd8297060eb68fe04!4m6!3m5!1s0x8830dc7a0fe35dc9:0xbfc4710ecadfc5c!8m2!3d41.4004127!4d-81.6588713!16s%2Fg%2F1hm3hkqp3?entry=ttu&g_ep=EgoyMDI1MDQzMC4xIKXMDSoASAFQAw%3D%3D)**
[Teams Link ](https://teams.microsoft.com/meet/287759659366576?p=kCaammjECnUCvZzEJv)if anyone needs it after RSVP-ing for in person.
If you would like to subscribe to our email list outside of Meetup, we have changed platforms recently and you will need to register [here in Kit ](https://ohio-north-data-training.kit.com/b8f036f615)instead to receive emails.
Agenda:
**5:00 PM EST**: Online and in-person meeting begins with a social hour. This is an unstructured hour where you can join us to catch up and meet other group members before the session starts. There will be food brought in for in-person attendees.
**6:00 PM EST**: Elections, announcements, followed by our feature presentation. See below for presentation details.
**7:30 PM EST**: Optionally after the main presentations, the in-person crowd may go out for snacks and drinks at a local establishment.
We hope to see you there!
Session Abstract
### Data Cleansing using Data Bricks
Machine Learning is highly dependent on adequate data. Not only does quantity matter, but more importantly quality. In this session we’ll cover how to build a custom automated process using Data Bricks. This will provide methods for cleaning data in a data lake using functions in Azure.
\*Please note, that we will be using Microsoft Teams for the online portion of this meeting. You may want to join a few minutes early to ensure you do not have any issues. If you are attending in person, there are large TVs at the office, and you do not need to bring a laptop or use Teams.
IxDA Chat ‘n Pancakes
It feels like we just saw each other 🤷. Join members of the local design and UX community for our monthly breakfast. For May we’re stopping in for Rooh’s popup breakfast/cafe concept. You know someone is getting the lobster yuzu croissant, and that’s not even the prettiest thing on the menu!.
May Ann Arbor R Users' Group Meeting - AI in Positron
**We'll have two meetings covering AI - this second one is for Positron**
We will review which AI features are linked in for Positron, and how to use them.
**Source documents:** the repository is public, at: https://github.com/BarryDeCicco/AARUG_2026_04_09_AI_In_Positron
You can download documents, or clone/fork the repository.
**Location:** The meetup will be at SPARK's ([https://annarborusa.org/](https://annarborusa.org/)) Ann Arbor site: [SPARK HQ (Ann Arbor)](https://urldefense.com/v3/__https://www.google.com/maps/place/Ann*Arbor*SPARK*Headquarters/@42.2792515,-83.7447708,17z/data=!3m1!4b1!4m5!3m4!1s0x883cae3effe193cb:0x5296a53db2a282bf!8m2!3d42.2792515!4d-83.7447708?hl=en-US__;Kysr!!HXCxUKc!3EEdBNXRJKknP6LCGkZetSuEsdtChFojQnOVitFUC5C0fyilqXEbiMstT9ajBR3Cw-55qoFkrElCjQvjMdTxUw$). There is on street parking, and parking at local structures.
**This will be a hybrid meeting - the Zoom session starts at 6:30 PM.**
**Time:** The doors will be open at 6:00, with pizza and beverages provided. We will have a meet-and-greet-and-pizza session, and then at 6:30 we'll have a presentation.
**Zoom information:**
https://us06web.zoom.us/j/6658850479?pwd=Snd1UmZTT3pjZktENlczUXh4SERwUT09&omn=89012971377
Passcode: 940392
**If you can't get in, please call me at: 734 223-3307**
**The github repository is at: https://github.com/BarryDeCicco/AARUG_2026_04_09_AI_In_Positron**
Columbus HUG April
Want to be a speaker? submit your talk to our Call for Presenters!!!
https://sessionize.com/cbus-hug-2026/
Columbus PHP: Monthly Meetup
Our monthly PHP meetup.
A virtual shindig courtesy of Zoom. Check back here for the details around 6:15 pm
DoJo (Informal Python Meeting)
**Latest Dojo Location!**
**Knotty Pine Brewing**
1765 W 3rd Ave,
Columbus, OH 43212
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 speakers for our Monthly Meetups! Fill out the form if you are interested in presenting to the Python Community.
https://forms.gle/ehSfUAC2WgR34Crq9



















