Data Science

This time, the event will also include a **competition** and the **announcement of its results**. The description can be found below. For more information about the competition, please click **[HERE](https://deepscout-challenge.miton.cz/).** Web scraping is no longer just about simple scripts. Modern websites are complex, dynamic, and protected by many anti-scraping systems. At the same time, companies need large amounts of structured data from the web. In this event, we will focus on a real scraping use case and use it to explain how modern scraping works. You will learn what kinds of protections websites use today, what tools can be used depending on website difficulty, and what technical challenges appear in practice. We will also show how machine learning and AI help turn messy web data into structured, usable information. \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- ⌚️ **Start**: 16:00 and end at 17:00, both online and offline in **Truhlárna Karlín** (Šaldova 388/5) - **Onsite attendance is limited to 100 people.** 🎙️ **Speakers:** Jan Mittner, Michal Marhan 🍻 **Networking** after the seminar – great food and cold beer waiting for you! **🎥 Recording:** After the event we will publish a recording and post a link to it in the comments. 🚪**Doors open** at 15:45, and the event officially starts at 16:00. Your expertise is about to take off. Can't wait to have you on board! \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- **Who is hosting the event** **GLAMI** is a leading European fashion discovery platform active in 14 countries. It brings 500,000 orders monthly to the 4,000+ shops listed. [GLAMI](https://glami.group/) has an in-house team of 10+ AI researchers and developers. Machine learning models handle the entire personalization and catalog ranking process, manage bidding in marketing tools, and take care of content management and categorization. [Tonda Hoskovec](https://www.linkedin.com/in/antonin-hoskovec-52b611a0/), CAIO at GLAMI, is the main organizer of Miton AI Times. **Miton** is a Czech VC with portfolio companies like Rossum, Equilibre, or Rohlik. Apart from supporting Miton AI Times, Miton also issues the bi-weekly [AI Newsletter](https://mitonainewsletter.substack.com/). [Read more about Miton and AI](https://www.miton.cz/en/ai/)

Come and experience the infamous DC4131 hacker meetup vibe! 👾🍻 Please find more event specific info's on our **[webpage](https://www.beerontuesday.ch/)**. If you have any location specific questions, reach out to the local BoT Master, otherwise please don't hesitate to contact the board through our **[website](https://www.defcon-switzerland.org/)**. Did someone say **SWAG?! –** That’s right baby, we are back with our refreshed swag shop, where you can now again purchase the latest and sexiest DC4131 Swag – All options and details are here: **[DC4131 Swag Shop](https://industryink.co.uk/collections/defcon)** We are also on **[Discord](https://discord.gg/Q3KXn5u)**[ ](https://discord.gg/Q3KXn5u):) Come say hi!

Emissionsdaten aus verschiedenen Quellen erfassen, zusammenbringen, aggregieren und visuell darstellen. Eine Anforderung, die in vielen Unternehmen existiert und sich alle wünschen. Wie das geht, zeigt Stefanie am Beispiel des GreenOps Reports für die EnBW. Sie erläutert ganz praktisch welche Datenquellen (Azure, AWS, Datacenter, Endgeräte) an das Power BI Reporting angebunden wurden und welche Quellen noch in Zukunft angebunden werden. Das ermöglicht ein vollständiges Bild zum IT Fußabdruck der EnBW zu erhalten. Zudem zeigt sie auf, wie sie bei der Validierung der CO2e Zahlen in Zusammenarbeit mit externen Firmen wie resilio und eco:digit vorgegangen ist und auf welche Ergebnisse die EnBW bei der Validierung gestoßen sind. Der Abend wird ein Mix aus Praxis-Bericht, Show Cases und How-To sein. Am Ende haben wir alle einen Überblick, wie man die Emissionen der großen Hyperscaler, On-Prem Rechenzentren und weitere Quellen erfasst und in einem Dashboard visualisiert. **Agenda** 18:00 Einlass & Networking 18:30 Vortrag mit einer kleinen Pause zwischendurch 21:00 Ende & Networking \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- Green Software Development Karlsruhe ist ein unabhängiger Teil der globalen [Green Software Foundation](https://greensoftware.foundation/) Community. Das [CyberForum](https://www.cyberforum.de/), die Wirtschaftsförderung, die [Fairantwortung](https://fairantwortung.org/) und der [ImpactHub Karlsruhe](https://karlsruhe.impacthub.net/) sorgen für eine Verbreitung des Events im Netzwerk. \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-

Ciao! L'appuntamento di aprile è per mercoledì 8 alle 19 con un altro interessante talk in presenza, sempre al [Politecnico di Milano](https://www.google.com/maps/place/45%C2%B028'41.3%22N+9%C2%B013'43.6%22E/@45.478127,9.228763,17z/data=!3m1!4b1!4m4!3m3!8m2!3d45.478127!4d9.228763?entry=ttu)! Questo mese testiamo un nuovo formato, quello del panel. Per questo motivo, questo mese 4 speaker diversi discuteranno e condivideranno il modo in cui usano l’AI al lavoro. L’AI per molte persone è uno degli alleati più importanti sul posto di lavoro: bisogna però saperla usare con criterio ed etica per ottenerne il meglio. Nello specifico, ecco chi sono i nostri speaker e di cosa parleranno: \- Dennis Ploetner: best practices per sfruttare l'AI nello sviluppo software \- Matteo Enna: come gestire i team non tecnici che desiderano approcciarsi al vibe coding in azienda \- Giovanni Invernizzi: come sfruttare l'AI per un'ottimizzazione avanzata delle web performance \- Stefano Minoia: come utilizzare l'AI per rendere un sito più accessibile Sai cosa c’è di bellissimo? Il fatto che, se vorrai, potrai partecipare anche tu al giro di tavolo condividendo (anche da remoto se ci segui in streaming) il modo in cui anche tu hai integrato l’AI nel tuo flusso di lavoro. Porta i tuoi successi, ma anche i tuoi dubbi e i vostri fallimenti, perchè alla fine community significa crescere l’un l’altro. \-\-\-\-\-\-\-\-\- Saremo in diretta streaming Non puoi partecipare di persona? Noi non ti giudicheremo! :) Se vuoi, puoi seguirci anche in diretta streaming su YouTube. Il link sarà visibile solo una volta che avrai fatto la tua iscrizione all'evento. Durante la diretta, se vorrai, potrai intervenire anche tu usando una webcam e un microfono per dire la tua: basterà usare il link che verrà fornito via chat. \-\-\-\-\-\-\-\-\- I prossimi appuntamenti della community WordPress Checkout Summit La prima conferenza indipendente dal vivo per i professionisti di WooCommerce. 23-24 aprile a Palermo [https://checkoutsummit.com/](https://checkoutsummit.com/) WordCamp Torino 8-9 maggio a Torino [https://torino.wordcamp.org/2026/](https://torino.wordcamp.org/2026/) WordCamp Europe 4-6 giugno a Cracovia [https://europe.wordcamp.org/2026/](https://europe.wordcamp.org/2026/) \-\-\-\-\-\-\-\-\- In breve, ecco come sarà organizzata la serata: 19:00 Benvenuto + networking 19:20 Panel (di circa 50 minuti) 20:10 Domande e risposte 20:30 Fine; Chi vuole può continuare il networking in un bar o pizzeria vicino al luogo dell’evento. All’inizio dell’incontro faremo il conteggio per prenotare: per non creare disguidi conferma la presenza solo se sei sicuro di venire. Networking significa che ci sarà tempo per chiacchierare con chi partecipa e fare amicizia. Potresti trovare una persona interessante, un futuro cliente, un futuro fornitore o un nuovo partner di lavoro, chi può dirlo? Non riesci a venire, o devi dare la tua disdetta? Nessun rancore, sarà per la prossima. Ti chiediamo solo di farci sapere 24 ore prima così - liberiamo il tuo posto per altre persone. Vuoi essere speaker? Beh, nulla di più facile: Compila il modulo [cliccando qui](https://wpmilano.org/speaker-form/). Ti risponderemo per fornirti tutti i dettagli. Ci vediamo lì! 😉

Lerne wie ein CNC Fräse funktioniert, und worauf du alles bei der Nutzung achten solltest. Du bist schon Member im Maschinenraum? Je nach Nutzungsmodell, bekommst du einen Teil der Gebühr als Guthaben auf dein Fabman Konto rückerstattet.

**Vinyasa Flow** is your dynamic flowing practice. Aligning movement and breath, this class is a playful exploration of asanas and pranayama cultivating both strength and mindfulness. Selected music complements each phase of the class, transitioning from energizing to calming, supporting the classes energy. We end with relaxation, leaving you centered and refreshed. Our class environment is more than just a space to practice – it's a vibrant community, coming together to support and uplift one another. **Class in English // Open to all levels** **\>\> Registrations mandatory [HERE](https://bubbleyoga.ch/yoga/schedule/).** Yoga mats & all equipment available at the studio. Simply bring comfy clothes to move. **Pricing options:** '2 for 1' Welcome Pack CHF 35 1 month unlimited Intro Pass CHF85 STUDIO Drop-in class CHF35 / Abos available. All details available on http://www.bubbleyoga.ch Come as you are & bring your friends! *** *** Bubble Yoga Kirchgasse 12 9000 St. Gallen *NB: The entrance door is at the BACK of the building, from the pathway facing Magnihalden fountain*

**Join Anne in the cosy Bubble Yoga studio or online to close your week wrapping yourself in the softness of this Yin practice.** Landing from your day with soft movements and some myofascial release elements, leading to soothing yin and restorative poses. Embracing stillness and simplicity to restore balance and nourishment. Welcome to your Sunday night cocoon. **Class in English // Open to all levels** **Join at the studio or live online via Zoom.** **\>\> Registrations mandatory [HERE](https://bubbleyoga.ch/yoga/schedule/).** Yoga mats & all equipment available at the studio. Simply bring comfy clothes to move. **Pricing options:** '2 for 1' Welcome Pack CHF 35 1 month unlimited Intro Pass CHF85 ZOOM Drop-in class CHF20 STUDIO Drop-in class CHF35 / Abos available. All details available on [http://www.bubbleyoga.ch](http://www.bubbleyoga.ch/) Come as you are & bring your friends! *** Bubble Yoga Kirchgasse 12 9000 St. Gallen *NB: The entrance door is at the BACK of the building, from the pathway facing Magnihalden fountain*

**The Data-Driven Brand: Using Analytics to Shape Perception** Can you use analytics to improve tacos? This being CBUSDAW, we think the answer is probably “yes”, but we’re not sure how to implement or test this theory. For our April meetup we’ve got Sara Kear, CMO of Condado Tacos, to investigate this delicious question. Sara will explore how she blends quantitative data and qualitative customer feedback to shape brand positioning and drive business decisions. We all know that marketing and analytics go way beyond attribution. Sara will show how Condado uses customer insights to inform product and pricing strategy. She’ll also highlight how Condado leverages customer feedback at scale to influence operational priorities, positioning marketing as the voice of the customer across the organization. In the last 12 years Condado has gone from one location in Columbus to 52 locations across 10 states, so we’re guessing there’s more to that growth than really good guac (though the guac probably helps). Ultimately, this talk focuses on the intersection of art and science—using data to inform creativity and build a brand that resonates with customers in a measurable way. **About Our Speaker** Sara Kear is Chief Marketing Officer at Condado Tacos, where she oversees brand, restaurant design, menu and pricing strategy, off-premise including catering, and customer data strategy. Since joining in 2021, she has helped grow the brand from 19 to 52 locations while building a data-driven marketing organization focused on loyalty and customer insights. Condado has since been named to the Inc. 5000, recognized as Breakout Retailer by Chain Store Age, and consistently ranked among FastCasual’s Top 100 Movers & Shakers. Thanks to our 2026 sponsors: [Clarivoy](https://www.clarivoy.com), [What Box Consulting Group](https://www.whatboxconsultinggroup.com), [Conductrics](https://www.conductrics.com), and [Piwik PRO](https://piwik.pro) More info at [cbusdaw.com](https://cbusdaw.com)

The Fellowship of the Star Schema: Transforming OLTP Data for Power BI One does not simply build reports on OLTP data. Join us on an epic journey from the depths of raw, normalized tables to the shining halls of a well-modeled star schema fit for Power BI greatness. We will demystify the differences between OLTP and OLAP, walk through star schema vs snowflake (and why Power BI has a clear favorite), and show you the compression differences between normalized and columnar storage that will make you never look at an OLTP model the same way again. We will cover the different types of dimensions, when to use them, and how to handle Slowly Changing Dimensions without losing your mind. You will leave knowing exactly how to identify a bad model, how to convert OLTP data into a clean star schema, and how to forge relationships that rule them all. Whether you are a data wizard, a curious hobbit, or somewhere in between, your models will never be the same.

The April Ohio North Database Training user group meeting will be held on **April 7th, 2026 at 5:00PM**. This will be a **HYBRID** event and we will be joined online by **Kayla Boor**. 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/22562814501129?p=w1cSxeUXFTVeIpZiMw)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**: Updates and 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 **Accidental friends: How a DBA and an SRE worked together to optimize the system.** This session is focused on how to communicate effectively between teams to improve alert fatigue, performance, and observability. \*\*NEW SPEAKER \*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.

**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. **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/86862937929?pwd=woa95D1r85dobjqxQ07NfBLNdTa9hc.1 Passcode: 705462 **If you can't get in, please call me at: 734 223-3307** **Document source:**

AI is changing how art is made. But when does it stop being your work and start being the machine’s? This month we're going to be doing a panel with with digital image, music, and written word artists, talking about at what point, while using AI in the creation process, does the work become not the artist creation? We encourage audience participation during this event that will be moderated by Chris Slee. 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)

The global Azure community is coming together again, and Columbus is officially on the map. View the session lineup and speakers at [Global Azure Columbus 2026](https://coazure.github.io/cbus-global-azure-2026/) On **Saturday, April 18, 2026**, the Azure Columbus Meetup, DevOps Meetup, and Code and Coffee Meetup are hosting our local edition of Global Azure 2026. This is a free, community-driven event packed with learning, networking, and all things Microsoft Azure. Whether you’re building modern cloud-native apps, experimenting with AI agents, deploying containers, automating infrastructure, or just beginning your Azure journey, this event is for you! **What to Expect** * Engaging technical sessions * Real-world Azure architecture & cloud-native patterns * AI, agents, automation, and modern DevOps * Food and drinks (because learning burns calories) * Time to connect with fellow engineers, architects, and cloud enthusiasts **Who Should Attend?** * Software engineers (any language, any stack) * Cloud architects * DevOps engineers * Data professionals * AI explorers * Platform builders * Anyone who loves solving hard problems with great tools If you build, deploy, automate, scale, monitor, or optimize in Azure, you’ll feel right at home. **Why Global Azure?** Global Azure is a worldwide community event where Azure user groups host learning sessions on the same day across the globe. It’s grassroots. It’s technical. It’s practical. And it’s powered by people who genuinely love sharing what they’ve learned. And yes, it’s free to attend!

This meeting will be a discussion of the book "the Science of Aliens" by Mark Brake