Data Storage

Hello Python enthusiasts and models both large and small, The 34th PyData meetup will take place at **Similarweb offices** (Dock in Five, reception A, 5th floor). As usual, the talks will start at 18:30 but we encourage you to come as soon as **18:00** to enjoy the opportunity to socialize and refresh yourselves (which you can continue doing during the break and after the talks). Our main goal is to build the community around Python and data and make it welcoming to people of various skills and experience levels. ⚡ If you are interested in giving a lightning talk (up to 5 minutes to present an idea, tool or results related at least to some degree to Python and/or data), please contact us before the event or at its beginning. **Why Your Models Fail: Learning from Regime Shifts in Real Data** **([Alena Pavlova](https://www.linkedin.com/in/alena-pavlova-494610207/), Similarweb)** When building predictive models, we often assume that the data-generating process is stable over time. In practice, this assumption is frequently violated and ignoring it can severely degrade model performance. In this talk, we use stock market price data to demonstrate how overlooking market regimes leads to misleading results and fragile trading strategies. We start by implementing a simple strategy under the assumption of a single, stationary regime and show how it fails in changing market conditions. We then introduce a regime-aware approach to infer latent market states. By applying the same strategy only within appropriate regimes, we demonstrate how performance, risk characteristics, and interpretability can change dramatically. The talk focuses on practical Python implementation, intuitive explanations of regime modeling, and concrete lessons that extend beyond finance to any non-stationary time-series problem. Attendees will learn how to detect regime shifts, incorporate them into modeling workflows, and avoid common pitfalls when working with evolving data. **Training Small Language Models with Knowledge Distillation** **([Gabriela Kadlecová](https://www.linkedin.com/in/gabriela-kadlecova/), distil labs)** Large language models (LLMs) have proven useful across a wide range of real-world applications, from code generation and document analysis to intelligent automation and data extraction. However, their practical adoption comes with some tradeoffs: inference costs can be prohibitive at scale, and sending sensitive data to external cloud APIs raises privacy concerns. Sometimes, a general-purpose model is more than what's needed - if the task is quite specific, a smaller, specialized model could do the job just as well. Small Language Models (SLMs) are a great alternative - running entirely on local hardware, they keep data private, respond faster, and operate at a fraction of the cost. The key challenge is making them good enough for the task at hand, and this is where knowledge distillation comes in. By having a large "teacher" model automatically generate and refine training examples, we can create a specialized "student" model tailored to a specific task, starting from as few as a handful of seed examples. In this talk, we walk through the full distillation pipeline: from defining a task and preparing seed data, through synthetic data generation, to fine-tuning an SLM ready for local deployment. We also present benchmark results comparing base and fine-tuned models, and a live demo showing how capable a well-distilled small model can be.

Come and join us for a hike to a city untouched by time and see some of the most unique sights in Czech Republic and Europe. The town became famous for producing the Prague Groschen coins, which were also used elsewhere in Europe at the time, and became the second most important town in the Kingdom of Bohemia. Distance : 10 Km (about 6 hours) Difficulty Rating : Easy to Moderate Tour Highlights: • Professional and friendly guide • Hassle-free day trip to Kutna Hora from Prague • Admission to the "Bone Chapel," a chapel decorated with human bones at the Ossuary of the Cemetery Church of All Saints • Admission to the Gothic Cathedral of Saint Barbora • Admission to the Cathedral of the Assumption of Our Lady OPTIONAL • Hrádek - Czech Museum of Silver (Medieval Silver Mine) More information at https://www.facebook.com/events/1173596144588293/

Podařilo se nám na poslední chvíli sehnat výjimečného hosta – a bylo by škoda to nevyužít! Martin Urza, anarchokapitalista, youtuber a autor první české knihy o anarchokapitalismu, přijede osobně představit svou novou knihu **Anarchoagorismus**. Anarchoagorismus není jen teorie. Je to praktická cesta ke svobodě pomocí prostředků dostupných každému z nás, tady a teď. Urza nám vysvětlí, co za tímto pojmem stojí, proč ho považuje za logický vývoj svého myšlení a jak tyhle myšlenky aplikovat v každodenním životě – bez čekání na revoluci. Počítejte s živou diskusí, protože tohle téma málokdy nechává lidi lhostejnými. A samozřejmě – večer zakončíme kvalitním pokecem u piva a v atmosféře bublajících dýmek. Kapacita je omezená, takže neváhejte – kdo přijde, nezklame se!

*** **Description** Join us for the very first Pure Tea Tasting Prague event! Discover unique teas, meet fellow tea lovers, and enjoy a relaxing evening focused on wellness and mindful living. **What to Expect:** * Guided tasting of premium pure teas (including vegan and wellness-focused options) * Introduction to tea rituals and culture * Friendly conversation and community networking * Light healthy snacks **Agenda:** * 19:00 – Welcome & introductions * 19:15 – Tea tasting session (multiple varieties) * 20:15 – Open discussion, Q&A, and social time * 21:00 – Event close **What to Bring:** * Just your curiosity and good mood! All tea and snacks are provided. **Location:** Pure Spa, Le Palais Art Hotel, Prague (Details and directions will be sent after RSVP.) **Who Should Join:** Anyone interested in tea, wellness, or making new friends in Prague. All experience levels welcome! ***

**Here's the Deal** ​​Join us for an electrifying session of Mobile Lightning Talks, where industry experts and innovators deliver bite-sized bursts of knowledge on the latest in mobile technology, app development, user experience, and emerging trends. ​Each speaker gets just 5 minutes to ignite your curiosity, share actionable insights, and spark discussions — perfect for a fast-paced dive into the mobile world without the fluff. We’ll cover a wide spectrum of tech, from native Android and iOS to cross-platform power with KMP, alongside emerging frontiers in AI, home automation, and AR/VR. ​Whether you’re a developer, designer, or enthusiast, expect a whirlwind of ideas that will leave you inspired and ready to innovate! 🎟 Tickets are now available on **[Luma](https://luma.com/STRVMeetups)** \- free entry\, but spots are limited\! Join us and 👉 **[Grab yours here](https://luma.com/STRVMobile_Lightning_Talks_PRG?utm_source=Meetup).** **Why Come?** * Learn something useful * Get inspired * Enjoy solid talks, great people and a beer or two **Speakers & Talks** ​Robert Oravec — *KMP: Bridging Coroutines to Swift* Dominika Gajdova — *Cross-Platform Walks Into a .env File* Martin Vidovic — *PencilKit* Lukas Smetana — *From Swift to Scale: Shipping on iOS and Android in 5m* Tomas Cejka — *Stealth Talk* Petr Nohejl — *Home Automation with Modbus: The Smart Fireplace* Ondrej Skalicky — *Android XR: A First Look at Galaxy XR* Adam Gelatka — *Opening Email Is Not Enough* **See you there. Bring a friend.**

Most professional relationships today start with a LinkedIn request and die in a DM. Meanwhile, AI-generated content is flooding every channel — making it harder to tell who's real, who's credible, and who's worth your time. Trust is becoming the scarcest currency in professional life. And you can't build it through a screen alone. Together with the Prague Founders & Digital Professionals community, we're hosting a small facilitated networking/mastermind evening at Spaces Smíchov. This is **not** a social mixer. Regardless of which language group is the majority, everyone speaks strictly in English so that everyone feels comfortable. **The Topic of the Evening:** AI is making everything easier to fake — credentials, content, even relationships. So how do you build a reputation that actually holds up? How do you know who to trust — and how do others decide whether to trust you? We'll get into it. Will share my tools & systems and would discuss your perspectives and protocols. **This session creates a space for that.** Together with the **Prague Founders & Digital Professionals** community, we’re hosting a small facilitated networking / mastermind evening at **Spaces Smíchov**. This is not a typical social mixer. It is a structured session designed for those who value depth over a stack of business cards. **The Topic of the Evening:** As AI tools automate content and work, how do professionals build real trust and maintain high-quality relationships today? We’ll discuss how reputation, credibility, and professional connections are evolving in 2026. **What to Expect:** * **30 min Group Discussion:** Insights on developing and maintaining trusted relationships in an AI-driven environment. We’ll cover specific frameworks and tools for staying "human" while scaling. * **60 min Facilitated Networking:** No small talk. Structured table rotations designed so you have real conversations with most people in the room. * **The Vibe:** No pitches. No panels. No "let me tell you about my startup." etc. **Who usually comes:** Founders, consultants, product people, designers, and remote professionals who work globally and are tired of shallow networking. **Agenda:** * 17:30 – 17:45: Welcome & Snacks. * 17:45 – 18:15: Shared Discussion: The New Rules of Trust * 18:15 – 19:15: Facilitated Networking (Table Rotations) * 19:15 – 19:30: Wrapping up **About the Facilitator:** The session is led by **[Alexander Benkendorf](https://www.linkedin.com/in/benkendorf/)**, a branding strategist for international tech companies (Benkendorf Group). Alex has 20 years of experience in human experience design and product development. **Practical details:** * **📍 Where:** Spaces Smíchov, Prague (Business Club / Lounge) * **📅 When:** Tuesday\, March 10 \| 17:30 – 19:30 * **🌍 Language:** Strictly English * **👥 Limit:** \~25 people to keep discussions comfortable * 🎟 **Cost:** Free to attend, as a community event (RSVP is required to secure your spot). **Spaces are limited to ensure quality of conversation. Please RSVP to secure your spot.**

\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\* **VAULT OF THE UNDYING** We jump into the exciting tale of **Dragonlance**! It takes places in the lands of Solamnia, near the capital city Solanthus, on the world of Krynn. **BMG-DL-VOTU-02 Dragons of Sorrow (Level 2-4)** With critical intelligence related to an object of unspeakable divine power in hand, surviving members of the 47th Knights Wing venture into the expanse of Throtyl Gap in a desperate attempt to reunite with their comrades at the Solamnic outpost of Wildswatch. \*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\* **CAST IDENTIFY: WHAT IS ADVENTURERS LEAGUE?** Adventurers League (AL) is a D&D public play program - start the story at one table, and bring your character to the next part of the adventure at any AL table in the world! **New to D&D?** No problem! Our DMs will be happy to help you - just bring your imagination and the items below! \*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\* **ADVENTURING GEAR: WHAT TO BRING** Mandatory: ♦ 200 CZK (pay in cash or by QR code) Recommended: ♦ Snacks & drinks ♦ Pen or pencil ♦ Polyhedral dice (or borrow some of ours) ♦ A Lv 1-4 AL legal character \*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\* **STUCK IN A PIT TRAP: CANCELLATIONS** If you realize you cannot join us, please do change your RSVP to "No" as soon as possible - there may be other players waiting to join. See you there, Adventurer, and may your dice roll high! ♦ Discord: https://discord.gg/WXvRrksrT4 ♦ Facebook: facebook.com/ddalprague ♦ Contact: ddalprague@gmail.com ♦ Adventurer's League: https://www.dndbeyond.com/posts/1676-what-is-adventurers-league ♦ Current Player's Guide: [https://drive.google.com/file/d/1yaVW5QrBNCaXPJ1uOSCLaa7v4BCBnUBi/view?usp=sharing](https://drive.google.com/file/d/1yaVW5QrBNCaXPJ1uOSCLaa7v4BCBnUBi/view?usp=sharing)

(Pozor, změna místa konání → Vlkova 628/36, Praha 3) Rozdíl mezi „zkusil jsem ChatGPT“ a **smysluplným využíváním AI ve vývoji** je obrovský. Na tomhle Qeetupu se podíváme na to, jak s AI pracovat **systematicky**: * jak AI testovat, ladit a dlouhodobě zlepšovat, * jak mít přehled o tom, co model dělá a proč, * jak AI zapojit do reálných workflow, ne jen jako chytrý autocomplete, * a co se změní ve chvíli, kdy nechceš nebo nemůžeš spoléhat jen na cloud a začneš řešit **lokální modely.** Žádné základy. Žádné „co je to LLM“. Tohle je **meetup pro vývojáře**. **Testování, evaluace a monitoring LLM agentů** LLM agenti dokážou řešit komplexní úlohy, ale bez správných nástrojů je těžké jim skutečně důvěřovat. Přednáška představí LangSmith jako platformu pro zajištění kvality, spolehlivosti a transparentnosti LLM agentů. Ukážeme si, jak pomocí testování, evaluací a observability zkrátit vývojový cyklus a bezpečně nasazovat AI aplikace do produkce. **Nebojme se malých modelů!** SLM: mýty, realita a praxe, aneb nebojme se malých (lokálních) modelů, kdy dává smysl provozovat SLM, jaké mají reálné limity a výhody oproti cloudovým LLM a jaké use-casy už dnes fungují v praxi. No BS, s konkrétními zkušenostmi a doporučeními. **Kdo bude mluvit?** 🎤 **[Petr Malík](https://www.linkedin.com/in/petr-malik/)** – Team leader, [Qest technologies](https://www.linkedin.com/company/qest-technologies/posts/?feedView=all) 🎤 **[Daniel Čupak](https://www.linkedin.com/in/daniel-cupak-prague/)** – Head of data, [Qest technologies](https://www.linkedin.com/company/qest-technologies/posts/?feedView=all) **Pro koho meetup je?** * Pro devy, kteří už AI používají a naráží na její limity. * Pro lidi, co chtějí jít za hranici promptů a „one-shot odpovědí“. * Pro týmy, které řeší, jak AI používat dlouhodobě, opakovaně a kontrolovaně. * Pro každého, koho zajímá, **kdy dává smysl lokální LLM a kdy ne.**

**Storytelling Workshop - My story, your Story, our Story** ⏰ **From 18:30** 📍 **Přístav 7, Holešovice – v Přístavu 24** 🆓 **FREE EVENT** ## 🌿 Weekly Storytelling & Reflection Workshop Join us for a weekly workshop where authentic, true stories spark fresh ways of seeing our lives and challenges. In a warm, welcoming circle, we listen deeply, share from the heart, and explore how Eastern and Western perspectives can illuminate one another. 🌏✨ This event is for anyone curious about personal growth, cross-cultural connection, and discovering wisdom in surprising places. Together, we’ll create a space where listening, reflection, and story awaken deeper clarity. When we contribute to the whole, no one leaves empty-handed. 🤲💛 🗣️ **Language:** English 🎟️ **Entry:** Free event 🆓 Donations are recommended *** ## 👥 Organized by **C.L.A.P. – Culture, Love, Art, People - Hosted by Agora7** 💬 **Join our WhatsApp Community to stay updated on next events/**Link on request 📸 **Follow us on Instagram:** [https://www.instagram.com/c.l.a.p.2](https://www.instagram.com/c.l.a.p.2)

Pojďme se pravidelně potkávat a sdílet zkušenosti z Power Platformy, co nás na ní baví, co nás trápí a co nového zajímavého přichází. A pokud už nám to někde reálně běží, pochlubme se, jak to funguje nebo nefunguje. Témata jsou primárně Power Automate, Power Apps, Power Pages, Power BI, Copilot Studio, Dynamics 365 a Dataverse. Budeme rádi i za méně pokročilé příspěvky, protože většinou jsme velmi hluboko v technických detailech. **Lokalita:** Fyzicky v Microsoftu v Praze Vyskočilova 1561/4a, Praha 4, 140 00 Místnost Morava Případně online na [https://ppug.community/stream](https://ppug.community/stream) **Jazyk:** čeština **Agenda:** [https://ppug.community/agenda](https://ppug.community/agenda) **Přihlašte vlastní příspěvek:** [https://ppug.community/sessions](https://ppug.community/sessions) **Link na stream:** [https://ppug.community/stream](https://ppug.community/stream) **Občerstvení:** Bagety **Úroveň:** 100-300 Tak si prosím naplánujte čas ve svých kalendářích a přijďte, pokud bude chuť a čas, tak si po meetupu určitě můžeme sednout na pivo.

Control & Clarity in Atlassian Platform direction, admin sanity, and real-world planning Atlassian is evolving fast — new platform concepts, new ways of organizing work, and increasing complexity for admins and teams. At the same time, many organizations are struggling with very practical questions: How do we stay in control? How do we keep things tidy and manageable? And how do we plan realistically as teams and environments grow? At this Atlassian Community Event in Prague, we’ll bring together Atlassian insights, partner experience, and real customer examples to explore how teams are navigating change — and what actually works in practice. 🎤 Agenda & Speakers Service Collection: Platform Direction & What’s Coming Next Darryl LeeSolutions Engineer, Atlassian Darryl will give a high-level introduction to Service Collection — what it is, why Atlassian is investing in it, and what it means for existing customers. The session will also include a look at the roadmap and upcoming changes, helping attendees better understand where the Atlassian platform is heading and how to prepare for it. Atlassian Cloud and the Loss of Control Ed LetifovTechTime Initiative Group Limited Sometimes it feels like too much is happening in Atlassian — too fast, with too little visibility. User identities, access, and numbers stop making sense, and admins are left feeling overwhelmed. In this talk, Ed will share real approaches implemented by TechTime’s customers to organize user identities in Atlassian Cloud, reduce chaos, make data consistent, and ultimately lower admin stress. A practical session focused on regaining control and clarity. When Estimation Breaks: Collaborative Planning in Jira at Scale Maria MelnikCTO, Teamlead Jira’s estimation model assumes one person owns one issue. In real teams, work is collaborative — and that’s where estimation starts to fall apart. Subtasks, custom fields, and manual roll-ups can help, but they often create noise, overhead, and unreliable data for admins. This session explores how teams handle collaborative estimation in Jira today, where native approaches hit their limits, and what practical patterns partners use to restore clarity. A real-world discussion focused on reducing admin effort and making planning data usable again. Understanding Team Capacity in Jira: Native Features vs. Real-World Usage Ostap ZaishlyiSenior Product Manager, Reliex Jira offers multiple native ways to view workload and capacity — boards, calendars, and Jira Plans — but how well do these tools work as complexity grows? Using a real customer example, this session explores: What Jira’s native features can (and can’t) tell you Where teams typically hit limitations How add-ons like ActivityTimeline are used to complement Jira and gain clearer visibility into workloads, availability, and constraints — enabling better planning decisions in real-life scenarios 🤝 Networking & Catering As always, the event will conclude with networking, food, and drinks — a great opportunity to: Connect with fellow Atlassian users, admins, and partners Ask follow-up questions to the speakers Share experiences and challenges in an informal setting Whether you’re an admin, a team lead, or simply curious about where Atlassian is heading, this event is designed to give you clarity, perspective, and practical takeaways. We’re looking forward to seeing you! Agenda --- Speakers Ed Letifov - TechTime Initiative Group Limited Ostap Zaishlyi - Reliex (Senior Product Manager) Ostap kieruje zespołem odpowiedzialnym za aplikację ActivityTimeline dla Jira. Dzięki ponad sześciu latom pracy w świecie Atlassian on i jego zespół wyrobili sobie markę, tworząc wyjątkową aplikację do organizowania obciążenia pracą i śledzenia czasu. ActivityTimeline stała się jedną z najlepiej sprzedających się aplikacji na Atlassian Marketplace w kategoriach Planowanie i śledzenie czasu. Darryl Lee - Atlassian (Solutions Engineer) Darryl Lee is a passionate Solutions Engineer at Atlassian, based in Amsterdam, Netherlands. Darryl combines technical expertise with a strategic approach to help organizations unlock the full potential of Atlassian's suite of tools. With a keen focus on delivering value-driven solutions, Darryl excels in crafting compelling demonstrations and engaging with stakeholders… Maria Melnik - Teamlead Maria leads engineering and product architecture at Teamlead, overseeing the development and evolution of several Atlassian Cloud apps. Her focus is on long-term maintainability, security, and building solutions that scale without becoming operational liabilities. Moderators Julia Skoursky - Refined As a seasoned Partner Manager at Refined, with over 5 years in the Atlassian ecosystem and a rich background in IT business development and partnership management, Julia is dedicated to fostering strong, mutually beneficial relationships with Refined partners. Beyond her professional expertise, Julia has a background in psychology and her qualification as a psychotherapist equip her with… Tomasz Smolinski - SentinelOne (Staff Process and Tools Engineer) Hosted By Julia Skoursky, Partner Manager As a seasoned Partner Manager at Refined, with over 5 years in the Atlassian ecosystem and a rich background in IT business development and partnership management, Julia is dedicated to fostering strong, mutually beneficial relationships with Refined partners. Beyond her professional expertise, Julia has a background in psychology and her qualification as a psychotherapist equip her with a unique perspective and a genuine passion for understanding people's stories. She is known for being an attentive listener, always eager to learn about others. Tomasz Smoliński, Community Champion --- Global Partner Atlassian (http://atlassian.com) Millions of users globally rely on Atlassian products every day for improving software development, project management, collaboration, and code quality. Partners SentinelOne (https://www.sentinelone.com) Refined (https://www.refined.com/) Refined is a site building product integrated with Atlassian Jira and Confluence to make content clear, accessible and actionable. Refined provides the infrastructure to build Atlassian Confluence and Jira content onto your own branded, easy to navigate and customizable site. Core to Refined is a user-friendly system that makes the content and information accessible, engaging and useful to all users. teamlead (https://teamlead.one) Teamlead is an Atlassian Gold Partner with 15 years of experience. We work in Jira ourselves every day and help other teams streamline their workflows — so we know where it falls short. That’s why we build practical apps like Calendar, Reminder, CRM and EpicTime. Trusted by teams at Electronic Arts, NASA and Deutsche Bahn over 3,000 other companies around the world. Reliex (https://reliex.com/) Reliex is Atlassian Platinum Marketplace Partner that provides Jira tools and add-ons for managing teams and organizing their workflows in the most productive way. We started our way in 2011 and since then have successfully launched three products: Activity Timeline, Find Duplicates and Email Notifications Digest. Our products are already used by 2000+ satisfied teams from Pinterest, Intel, Medtronic, KPMG and other companies around the world. TechTime Initiative Group Limited (https://www.techtime-initiative.com) TechTime Initiative Group, established in 2005, is a Gold Atlassian Solution Partner in New Zealand and Australia, and a Silver Atlassian Marketplace Partner with apps sold globally. TechTime provides Atlassian-specific consultancy to local customers from the government, financial, education, healthcare, and enterprise sectors. Based on the understanding gained through these services, it develops app-based solutions for Atlassian users globally to keep costs under control. --- For over a decade, Atlassian customers have come together to network, share ideas, solve problems, and find new ways to use Atlassian products. Today, more than 15,000 people take part in Atlassian community events in more than 30 countries. --- Complete your event RSVP here: https://ace.atlassian.com/events/details/atlassian-prague-presents-taking-back-control-in-atlassian/.

**„Březnový sraz, kde se řeší kód, právo i budoucnost s AI!“** Zima končí, ale debaty o webu nekončí nikdy. Březnový sraz v [pivovaru Lajka](https://pivovarlajka.cz/pivovar/) je zpátky a tentokrát to bude pestrý mix — od umělé inteligence přes seriálové právo až po networking s lidmi, kteří žijí frontendem a designem. Vezměte dobrou náladu a přijďte! Budeme se scházet postupně od 18:00 a **od 18:30 máme na programu:** * 📰 Nowwwinky od Tomáše Kouta * 🤖 AI tě naučí všechno. Nebo nic. – Karolína Vyskočilová * ⚖️ Seriál Silicon Valley byl více o právu než o techu. Nevěříš? – Karel Navrátil & Jakub Gregorec * 🎲 Risk{f}uj! **Nowwwinky od Tomáše Kouta** 📰 Co je nového ve světě frontendu? Tomáš pro vás jako vždy vybral to nejzajímavější, co se od posledního srazu událo. **AI tě naučí všechno. Nebo nic. 🤖 – Karolína Vyskočilová** Studie od Anthropicu ukazuje, že lidi, co AI slepě poslouchají, rozumí vlastní práci míň než ti, co ji nepoužívají vůbec. Naopak ti, co se zeptat umí, mohou růst rychleji. Kde je hranice mezi „AI mi pomáhá růst" a „AI za mě přemýšlí"? Podíváme se, jak k tomu přistupuju já a budu ráda, když nasdílíte, jak to máte vy. Karolína Vyskočilová – nezávislá vývojářka a konzultantka (kybernaut.cz). Lingvistka, co víc než 15 let programuje weby a aplikace, a teď sleduje, jak se s AI všechno točí kolem jazyka. **Seriál Silicon Valley byl více o právu než o techu. Nevěříš? ⚖️ – Karel Navrátil & Jakub Gregorec** Seriál Silicon Valley není prorokem jen v tech světě, ale i v právu. Na první dobrou jsme to neviděli. Proto jsme se po letech na něj podívali znovu, tentokrát se zkušenostmi právníka i znalostí startup světa. A bylo tam opravdu všechno. Žádná přednáška vám nedokáže vysvětlit realitu práva jako tento seriál. Tvůrci mezi řádky schovali právní rady k nezaplacení. My vám ty nejlepší ukážeme pohledem právníka. Pozor! Některé postavy po přednášce už nikdy neuvidíte jako dřív. **„Risk{f}uj!"** 🎲 Čeká nás další kolo oblíbené vědomostní soutěže na frontendová témata. Sestavte si tým, vyberte si kategorii a bodovou hodnotu a zkuste odpovědět správně dřív než ostatní. Těšíme se na vás v pivovaru! 🍻✨

CZ: Již druhá akce z nové série meetupů! EN: The second event from a new series of meetups! 18:30 **Přivítání a úvod/Welcome and introduction** *(Ondřej Smrž/Martin Kahoun)* 18:40 **Tech Art v Blenderu: Game Dev a něco navíc/Tech Art in Blender: Game Dev and Beyond** *(Miroslav Horváth - PLAYERUNKNOWN Productions)* CZ: Praktický přehled tech artu v Blenderu se zaměřením na vývoj her – od tvorby obsahu pro rozsáhlé otevřené světy a procedurální generování až po automatizovanou kontrolu kvality herních assetů (QA) a nástroje pro art pipeline. Probereme také přístupy k vyhodnocování výstupů generovaných pomocí ML a odhalování generativních artefaktů a ukážeme, jak Blender zvládne i „divné“ ne-umělecké projekty – například vizualizaci distribuce prvočísel nebo vizualizaci a analýzu sociálních sítí. EN: A practical overview of tech art in Blender focused on game development—from creating content for large open worlds and procedural generation to automated game asset QA and art pipeline tools. We’ll also cover approaches for evaluating ML-generated outputs and catching generation artifacts, and show how Blender can handle “weird” non-art projects too—like prime distribution visualization or social network visualization and analysis. 19:40 **Fluid Simulation in Computer Graphics/Simulace Tekutin v Počítačové Grafice** *(Tomáš Skřivan - SideFX Software)* CZ: V této přednášce se podíváme na základy simulace tekutin v počítačové grafice a ukážeme, jak vytvořit fyzikálně věrohodné simulace ohně, kouře, vody, písku a sněhu. Prozkoumáme tři hlavní přístupy, metody založené na mřížce, na částicích a hybridní metody, přičemž zdůrazníme silné a slabé stránky každé z nich. Také se krátce podíváme na matematický popis tekutin na kterém tyto metody staví a ukážeme, jak slavné Navier-Stokesovy rovnice jsou v podstatě jen Newtonovým druhým pohybovým zákonem. Celá přednáška bude ilustrována konkrétními simulacemi vytvořenými v programu Houdini od SideFX. EN: In this talk we will explore the fundamentals of fluid simulation in computer graphics, show how to create physically plausible simulations of fire, smoke, water, sand, and snow. We examine the three main approaches, grid-based, particle-based, and hybrid methods, highlighting the strengths and weaknesses of each. We also take a brief look at the underlying mathematics, showing how the famous Navier-Stokes equations are essentially Newton's second law of motion. The journey through fluid simulation will be illustrated with concrete examples created in SideFX's Houdini. 20:30 - 21:00 Ukončení akce a přesunutí do blízké restaurace / End of the event and move to a nearby restaurant Originál Formanka https://maps.app.goo.gl/QUE5cnqsJ2vankJk8

Dear Adventurers, Friday 13th is begging for a visit somewhere creepy. And since it's always nice to incorporate a couple of steep climbs into an innocent city walk, the Bohnice cemetery is an obvious pick. The place has painful history and is shrouded in spooky stories. And for the maximum effect, we'll get there after dark 👻 – It's a city walk, but there will be unpaved parts, so **wear shoes that you don't mind getting dusty/dirty** – The pace will be leisurely, about 4.5 km/h – If you're uncomfortable walking in the dark without a light, bring one 📍 **Trail** 10 km • ↑ 205 m • ↓ 123 m [MAP OF THE TRAIL](https://mapy.com/s/hezucuzofa) **👋 Meeting Point** 17:00 in front of Výstaviště, the fountain closest to the Stromovka park (leftmost if you're facing the Výstaviště grounds and the tram stop is behind you) [☎️](https://emojipedia.org/telephone/) **Contact** +420 732 570 684 (Elena) You join at your own risk. By joining our events, you accept our Terms and Conditions. Looking forward! 😊

Window functions have nothing to do with the Windows operating system but provide a “window” to a result set when used in SQL queries. They are powerful, set-based methods to view data in unexpected ways. Window functions provide easy, set-based solutions to solve some common problems: * Using running totals * Performing operations in intervals * Identifying data gaps and islands * Performing aggregates without losing detail Many people are confused by window functions and do not know how to use them properly. This session will explore window functions, how they work, and how to use them. Demonstrations with several examples will solidify how window functions can simplify queries and make them more powerful.

**Google Analytics Alternatives** Is it finally time to make the switch away from Google Analytics? Two-and-a-half years ago Jason Packer asked this question at Columbus Web Analytics Wednesday. Since then: Google’s Universal Analytics has been sunset, we’ve changed our name to Columbus Data & Analytics Wednesday, and Jason has released two editions of his book “Google Analytics Alternatives”. Fresh off the release of the 2nd edition of his book, we thought it was time to re-open this conversation. While people love to complain about it, GA’s market share has remained relatively constant (at least in the United States). Why is that? You won’t find any complaints about GA4 in this talk, but rather an overview of what’s currently available in the market and how to frame your decision-making process. We’ll also be giving out some free copies of Jason’s book! So even if you’ve got a “GA4Lyfe” tattoo (no judgement), there’s free books to go with the free pizza and beer. 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)

Discover Kiro, AWS’s innovative development environment that adapts to your workflow. Whether you prefer specification-driven development or a more intuitive, vibe-based approach, Kiro empowers you to build applications your way. In this session, speakers will explore Kiro’s core functionality and its evolution through re:Invent 2025, along with demonstrations of prompts used to create APIs, hooks, and steering documents. In the latter part of the session, watch as we build a complete example from scratch, showcasing Kiro’s agentic AI workflow in action for spec-driven development and vibe coding. What You'll Learn - Core Kiro concepts and development philosophy Feature evolution: pre and post re:Invent 2025 Practical examples: API creation, hooks, and steering docs Live coding demonstration with real-time problem solving Who Should Attend - Developers, solutions architects, and technical leaders interested in modern AWS development tools and AI-assisted coding workflows. **Speakers Bio:** Matthew Jorat: Matthew Jorat is a Customer Solutions Manager at AWS with nearly three decades of expertise in AI, cloud transformation, migration, modernization, IT, technology, and business. His career spans infrastructure engineer, solutions architect, security auditor, customer success director, support and services director, and operations officer. He was an early adopter of AWS services as a customer, and his current role at AWS uniquely blends his technical and business skills as he partners with executive teams to translate strategic priorities into measurable business outcomes through cloud adoption, AI implementation, and operational excellence. Matt leads end-to-end AI initiatives for enterprise customers, identifying high-impact use cases and maintaining relentless focus on measurable ROI. He holds eight AWS certifications and serves as Adjunct Professor at Franklin University teaching cloud computing and AWS architecture. His expertise encompasses GenAI, agentic AI systems, migration, modernization, and optimization strategies that drive transformation at scale. [https://www.linkedin.com/in/mattjorat/](https://www.linkedin.com/in/mattjorat/) Girish Bhatia: Girish Bhatia is a seasoned technology delivery leader with deep expertise in cross-domain program management. He holds multiple AWS certifications, including AWS Certified Solutions Architect – Associate, AWS Certified Developer – Associate, and AWS Generative AI Practitioner, and is also an AWS Community Builder. Girish brings over two decades of experience in the information technology industry. Throughout his career, Girish has led major technology-driven business transformation from modernizing on-premises applications to driving large-scale cloud migrations. His work includes API-based integration platforms, data-center and mainframe modernization, and enterprise cloud adoption initiatives. Based in Columbus, Ohio, Girish works at a tech-forward fintech company. He is passionate about AWS serverless architectures, Generative AI and emerging cloud technologies. An avid learner and builder, he continues to explore and apply the latest innovations in AWS to help organizations accelerate their digital transformation. https://www.linkedin.com/in/girishbhatia/[https://www.linkedin.com/in/girishbhatia/](https://www.linkedin.com/in/girishbhatia/) **THANK YOU** *Franklin University* for hosting our meetup! To learn more about *Franklin University*, please visit their website: https://www.franklin.edu/ **DIRECTIONS** Franklin University Fisher Hall 300 E. Main St, Columbus, OH 43215 Map: https://maps.app.goo.gl/jxjBA2hUmS5qrvhq8 Parking is FREE! Please park in Lot C in front of Fisher Hall. See attached map. NOTE: Map the address only. When mapping with Google Maps it may use the Fisher Hall at OSU, which is NOT correct. **Want to sponsor the pizza and/or bar tab?** Please contact me if you would like to sponsor this meetup's pizza and/or bar tab: angelo@mandato.com

Want to be a speaker? submit your talk to our Call for Presenters!!! https://sessionize.com/cbus-hug-2026/

**Details:** This talk reviews the fundamental academic research literature in financial economics, distilling key findings with rigor while debunking suboptimal investing decisions. It draws on decades of empirical research and statistical analysis with the aim of guiding how to think about sound investing. **Audience Takeaway:** Attendees will gain a practical, research-based approach to assessing investments, interpreting risk, and making choices that support long-term financial independence, informed by decades of published financial studies. **Zoom: This is a *hybrid* event. To attend online, join us on Zoom here at 6pm:** https://iit-edu.zoom.us/j/87434065239?pwd=mK8gkDO6FTL2NBCXrgnViDwVJU14YT.1 Meeting ID: 874 3406 5239 Passcode: 826532 **Sponsor:** **[Tegus by AlphaSense](https://www.tegus.com) will provide the meeting site, as well as pizza and soft drinks for the onsite participants.** * **Address:** 200 N. LaSalle Street. Suite 1100. Chicago, IL 60601 * **Tegus by AlphaSense's Overview:** Tegus by AlphaSense is the leading market intelligence platform for key decision makers. We power some of the world’s most well-respected institutional investors, corporations, and consultancies through the largest and most comprehensive database of primary and market information. Our products and services enable clients to discover unmatched insights and answers to the most challenging questions they face to help them make better informed decisions. We are an end-to-end investment intelligence and research platform that modernizes the research processes. With an ecosystem that combines at-cost, on-demand expert calls with a 55K+ transcript library; quantitative financial workflows that streamline research across company disclosures, management presentations, earnings calls and filings; and 4K+ fully-drivable financial models and company benchmarking data, including every KPI and comparison that matters, Tegus by AlphaSense enables investors to move faster, gather deep research and surface high-quality insights to drive better decisions. The company serves customers worldwide, including investment analysts, portfolio managers and key decision makers across public and private businesses in markets of all sizes. * **Logistics**: To access the Tegus by AlphaSense building, we require **first and last names** of those who RSVP'd by Mar 18. Attendees will then present their **IDs** when they arrive at the front desk (right when they enter the building). They will be sent up in the elevator to the 11th floor where we will be.

Drake Lundstrom is presenting: Code Anywhere by Talking to your Phone Abstract: Have you heard the trend of people deploying code anywhere from checkout lines to doctors' offices? In this talk, you will learn how to talk to your phone and have an app on Azure to show your friend 5 minutes later. The basic DevOps tools you already know, plus a little bit of AI magic, are all you need! If you want to follow along, the demo will be in Azure with GitHub Actions and GitHub Copilot, and you can have it set up on your phone by the end of the session. Just come in with an Azure account and a GitHub repo. Join us for pizza, drinks, and networking @ Improving's office. Doors open at 5:45.

**Important time note:** Please plan on arriving between 5:30 and 6:00 as the elevators lock after 6 and you'll need to message us and we'll need to come get you. The building address is 4450 Bridge Park The entrance is 6620 Mooney St, Suite 400 **Abstract** TBD **YouTube Link** TBA