Data Science using Python

We’re excited about the upcoming meetup at the Microsoft office in Midtown, TLV! ### Schedule **17:30 - 18:00** – Mingling time! **18:15** – Spark optimization fundamentals, without being a Spark expert by Boris Cherkasky (Software Engineer @ Finout) **18:45** – The "Smoking Gun" Mindset: How Auditing Spark’s Source Code Led to a Proactive Auto-Scaler by Tal Golan (Principal Software Engineer @ Microsoft) ### ⚠️ Important Microsoft requires your **full name** for office entry. Please provide your LinkedIn profile when RSVP'ing for security reasons. Looking forward to seeing you there!

TAMI open-fa-sure (Open Night) is a great time to visit the space and get to know how things work. If you want to double check whether someone is in the space, call 03-3726660. ========== TAMI wiki: [https://telavivmakers.org](https://telavivmakers.org) TAMI main Telegram channel: [https://t.me/+0t5M0-jK9iIwZmM8](https://t.me/+0t5M0-jK9iIwZmM8)

באו לתקן כל מה שלא עובד. יותר טוב אם [צרו איתנו](https://docs.telavivmakers.space/welcome) קשר וספרו לנו מה הולכים לתקן ךפני להגיע. Come to fix together It is much better if you [contact us](https://docs.telavivmakers.space/welcome) and tell what do you want to repair before coming.

לצפייה במפגשים הקודמים: [https://www.youtube.com/playlist?list=PLWYO6ItABnqsaUHKt7BXFaZyc319UOHDp](https://www.youtube.com/playlist?list=PLWYO6ItABnqsaUHKt7BXFaZyc319UOHDp) יום שני נפגשים בשרונה להמשיך לקרוא יחדיו ולנהל דיון על הספר: **The Ominous Parallels** נכתב על ידי לאונרד פיקוף ויצא לאור בשנת 1982. הספר סוקר את התרבות והאקלים הפילוסופי בגרמניה שהוביל לעליית הנאציזם ולשואה. הספר מציג כיצד תהליכים תרבותיים ופילוסופים דומים מתחוללים בארה״ב ובמערב. את הספר נקרא באנגלית והדיון יתקיים בעברית. את המפגש יוביל אייר רייכל, עמית מרכז איין ראנד בישראל המפגשים פתוחים לתורמי תרומה חודשית של 50 ש״ח או יותר [קישור לתרומה](https://www.aynrand.org.il/donate) הספר זמין לרכישה וניתן בחינם לתורמים הקבועים של המרכז מיקום: וויוורק שרונה מרקט הוראות כניסה: יש להיכנס בכניסה א' של שרונה מרקט, מול מסעדת "מקסיקנה" יש דלת לחדר מדרגות, יש לעלות לקומה ה3 ולצלצל לפתיחת הדלת לאייר רייכל 050-5210025. למגיעים ברכבת הקלה, לרדת בתחנת יהודית. למגיעים ברכב, חניה מומלצת ב"חניון פלטיניום" (מופיע בוייז). או בחניון "מילניום" (שקצת רחוק יותר) ב10 ש"ח עם אפליקציית סנטרל פארק. לתיאום הגעה בפעם הראשונה ולמתלבטים ניתן ליצור קשר עם אייר בטלפון ובוואטסאפ 050-5210025

こんにちは、よろしくお願いします. קבוצת חברים לומדי יפנית חידשה מפגשים, כל הרמות וכל הגילאים מוזמנים להצטרף 一緒に練習しませんか。 המפגש באווירה לא פורמלית, מבוסס על תרגול משותף והקשבה הדדית. נפגשים בקפה לנדוור שרונה ת"א, יום שני 1 ביוני, ב- 18:15. שימו לב! מפה למטה יכולה להיות לא מדויקת, יש לחפש קפה לנדוור שרונה! במפגש הקרוב - תרגול יפנית קצר, חזרה על איך להגיד "רוצה", "קל/קשה" ועוד. לאחר מכן משחק קאהוט אינטראקטיבי. בכל שאלה מוזמנים לפנות אליי בפרטי. לאון.

PyData London 2026 brings together data scientists, engineers, and researchers from around the world for three days of insightful talks, tutorials, and community connection. Hosted in one of Europe’s leading tech hubs, the event highlights the latest developments in Python, machine learning, and data science. Attendees can expect a mix of cutting-edge research, real-world applications, and opportunities to network with industry leaders. Whether you're a beginner or an expert, PyData London offers something for every level of the data science community. **THIS IS NOT A TICKET- TICKETS MUST BE PURCHASED ON CONFERENCE WEBSITE.** https://pydata.org/london2026

Welcome to GitHub Copilot Dev Days Tel Aviv, the place where we stop talking about **AI as a chatbot** and start treating it like a specialized member of the engineering team. Most developers use 10% of what GitHub Copilot can actually do. We’re here to show you the other 90%. From architecting complex systems to securing your code against modern threats, this isn't a "hello world" session. We’re bringing together top researchers and engineers to show you how AI-native development actually looks in the trenches. **The Game Plan** 09:30 – Know the Field \| Doors open\. Grab a seat and start talking\. 10:00 – Opening notes 10:15 – BatEl \| LLM Testing & Evaluation with Azure AI Foundry 10:45 – Marina \| GitHub\-Native AI Coding in the Terminal 11:15 – Coffee & Fuel \| Quick break\. Drink something strong 11:30 – Avihai & Matan \| Scaling IaC with Azure AI Foundry & Copilot 12:00 – Elli \| Building an Offensive AI with GitHub Copilot 12:30 – The Panel \| Tachles with real\-world Q&A and Debate 13:00 – Summary & Goodbye **Who should attend?** Devs & Architects: You’re over the hype and want to master complex AI-native patterns. Automation Geeks: You live in the terminal and want to build agentic workflows with MCP. The "No-Slides" Crowd: You prefer live demos and broken code over polished marketing pitches. Security Researchers & Red Teamers: You want to see AI weaponized for vulnerability hunting and exploitation.

TAMI π is a curated meeting, workshop or presentation about a topic in math. It happens every two weeks at TAMI. The event is hosted by a different person each time. You can come, learn topics and share ideas in an open and informal atmosphere. This time Alon Friedkin will talk about the advance of the perihelion of Mercury. For proposing a presentation or topic you can drop us a line. תאמי פי הוא מפגש אוצר, סדנה או מצגת על נושא במתמטיקה. זה קורה כל שבועיים בתאמי. את האירוע מנחה אדם אחר בכל פעם. תוכלו לבוא, ללמוד נושאים ולחלוק רעיונות באווירה פתוחה ונעימה. הפעם אלון פרידקין ידבר על [התקדמות הפריהליון של כוכב חמה](https://en.wikipedia.org/wiki/Tests_of_general_relativity). להצעת מצגת או נושא ניתן לפנות אלינו.

**TAMI Hacking Nights** \- join TAMI CTF team and practice challenges and CTFs with us \- share your knowledge about ethical hacking techniques and tools \- bring some device to reverse engineer it and explore how it works \- propose a bug bounty program to work on together \- just watch and learn from others The meetings are informal and open to all levels - from total beginners to hardcore CTF veterans. Join our HackaTAMI Telegram channel ([https://t.me/+KAXY_iPcPlpmZTRk](https://t.me/+KAXY_iPcPlpmZTRk)) to discuss what we will do this Tuesday and come to TAMI. ========== TAMI wiki: [https://telavivmakers.org](https://telavivmakers.org) TAMI main Telegram channel: [https://t.me/+0t5M0-jK9iIwZmM8](https://t.me/+0t5M0-jK9iIwZmM8)

**Cup'n'Cone workshop. Basics of caring for your bicycle.** You will get hands-on experience doing: 1\. Regular inspection; 2\. Adjusting brakes; 3\. Adjusting gear shifting; 4\. Fixing a flat tyre on Shabbat; 5\. Servicing and tensioning unsealed bearings\. Entrance fee: free; 40 ILS donation to the space suggested. \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- If you would like to get help at other time, please, join TAMI main Telegram channel ([https://t.me/+0t5M0-jK9iIwZmM8](https://t.me/+0t5M0-jK9iIwZmM8?fbclid=IwZXh0bgNhZW0CMTAAYnJpZBEybnI3MVNmYjJDOUpSRTYycnNydGMGYXBwX2lkEDIyMjAzOTE3ODgyMDA4OTIAAR5nk0BMHwmMw6ZNA1-HDx5YGkJV-PN6d8CCdm-2zLSocU-O8hT34NlNaDMLow_aem_7js5h6JaXpvsvNo1U-IGtA)) and post there about your problem, question, etc. There is a high chance you will get initial guidance online as well as agree on time to meet in TAMI with someone willing to help you. \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- TAMI wiki: [https://telavivmakers.org](https://telavivmakers.org/?fbclid=IwZXh0bgNhZW0CMTAAYnJpZBEybnI3MVNmYjJDOUpSRTYycnNydGMGYXBwX2lkEDIyMjAzOTE3ODgyMDA4OTIAAR7eT5a0gyPzTJTP7wyCsEnCKIssTnGrOMKi5NVS0ALoQYpOpodj7XT5g_SGmQ_aem_Szg2nuRNS8RaksLQ9P_xXQ)

🐝✡ OWASP IL ✡🐝 is excited to welcome you to our latest Meetup event! 🚀 This time, GONG is opening its doors to host our community! Join us for an evening dedicated to sharp Application Security insights and real-world discussions. As always, we’ll have a fantastic lineup of speakers, plenty of time to network, and great food and drinks to fuel the conversations. \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- Agenda: ➡️ 17:30 - 18:15 - gathering and food - We will gather at GONG for drinks, great treats, and mingling. ➡️ 18:15 - 18:30 - opening remarks ➡️ 18:30 - 19:00 - Evgeni Roif (GONG) - From Gatekeeper to Pipeline: building an LLM-Orchestrated AppSec Triage Engine ➡️ 19:00 - 19:30 - Hen Golubenko (F5) - When Fixing is Too Slow: Virtual Patching Under Fire ➡️ 19:30 - 19:45 - Short break ➡️ 19:45 - 20:15 - Gal Elbaz & Avi Lumelski (Oligo) - Shadow vulnerability in AI - "ShadowMQ" Exploiting Message Queue Flaws in AI Inference Servers for Widespread RCE Join us at the event physically as we will not include Zoom or remote participation this time.

**Web3 Devs Underground - Monthly Meetup** 🎙 Brought to you by [Israel Web3 Developers Underground](http://web3devs.org/) × [Mamram Alumni Association](https://www.linkedin.com/company/mamramalumni/posts/?feedView=all). Powered by [Masterkey VC](http://masterkey.vc/) **Date & Time** 📅 **Tuesday, Jun 2,** **2026** **Time:** 18:00 - 21:00 **Location:** מגדלי לנדמרק\, Sarona Market\, Leonardo da Vinci St 2\, Tel Aviv\-Yafo \| Floor 38 **[Directions](https://www.google.com/maps?gs_lcrp=EgZjaHJvbWUyCggAEEUYFhgeGDkyBwgBEAAY7wUyCggCEAAYgAQYogQyBwgDEAAY7wUyCggEEAAYgAQYogTSAQg4ODcwajBqN6gCCLACAfEFm1w9hpvEeLzxBZtcPYabxHi8&um=1&ie=UTF-8&fb=1&gl=il&sa=X&geocode=KYuOLTEASx0VMb6Z7sI2vJ9j&daddr=Leonardo+da+Vinci+St+2,+Tel+Aviv-Yafo)** ## Speakers: 1. **[Prof Or Sattath](https://www.bgu.ac.il/en/people/sattath/),** One of the world's leading researchers in quantum cryptography and co-developer of the LFC protocol alongside Dr. Wyborski. 2. **[Dr. Shai (Deshe) Wyborski](https://wybor.ski/about),** Expert in quantum cryptography, co-developer of the Lifted FawkesCoin protocol **Agenda:** **18:00 - 18:30** \| **Drinks and Networking** **18:30 \- 18:40 \| Opening Remarks** **18:40 - 19:20** \| **First Speaker** **19:20 - 19:30** \| **Q&A with the first speaker** **19:30 - 19:50** \| **Break for Food and Drinks** **19:50 - 20:30** \| **Second Speake**r **20:30 - 20:40** \| **Q&A with the second speaker** **20:40 - 21:00** \| **Finish the day with us** **over a beer and some small talk.** **About Our Sponsors:** **[Masterkey Venture Capital](http://masterkey.vc/)** is a global early-stage fund investing in top-tier innovative deep tech and Web3 infrastructure projects. With a strategic presence in key crypto hubs worldwide, we are uniquely positioned to drive technological advancements within global ecosystems. Backed by nearly 50 years of combined expertise in advanced infrastructure, novel cryptography, cybersecurity, and energy solutions, our team is dedicated to empowering the entrepreneurs shaping the future of blockchain technology. **Get Involved** **Interested in Speaking or Sponsoring?** We welcome passionate individuals and organizations to contribute to our community. If you're interested in speaking at future events or sponsoring our meetups, please fill out the [Speaker application form](https://masterkey.fillout.com/web3_devs_speakers) and contact Amit Shilo at @Amit_Shilo (Telegram) * Community Managers: Amit Shilo, Eden Luttenberg, Alon Kivity, Alon Ben Lavy. * Founded by Shauli Rejwan and Roy Osherove. *Limited seats are available. Register early to ensure your participation!* **Stay Connected** Follow us on social media and join our community to stay updated on upcoming events and news: * **[Website](http://web3devs.org/)** * **[Linktree](https://linktr.ee/web3devsunderground)** * **[Telegram](https://t.me/+-sEflgfrqDoyYWVk)** Stay in the loop (socials): Twitter – [https://x.com/Web3_Devs](https://x.com/Web3_Devs) YouTube – [https://www.youtube.com/@web3devsunderground/streams](https://www.youtube.com/@web3devsunderground/streams) (Watch our content) Calendar – [https://luma.com/web3devs_underground](https://luma.com/web3devs_underground) **See You There! (Also Online)**

**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

The June Ohio North Database Training user group meeting will be held on **June 2nd, 2026 at 5:00PM**. This will be a **HYBRID** event and we will be joined online 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/215625630917731?p=vxNb3zudhNj0S6Cg0v)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 ### SQL Server 2025: The Developer’s Revolution Explore SQL Server 2025’s new dev features -JSON type, Regular Expressions, and Change Event Streaming for real-time pipelines. See how REST API and Data API Builder turn your data into secure, high-performance APIs. Packed with demos, this session is perfect for developers, DBAs, and architects \*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.

**Talk Description** Coming soon **Agenda:** 7:00pm - Opening announcements 7:10pm - Main Topic 7:50pm - Q&A

**The Behavior Gap: Where Products Win or Lose** Teams today have more data than ever, and yet many still struggle to understand why customers adopt, engage with, or abandon their products. Teams sprint, ship faster, and chase more signals… all while metrics stall and confidence drops. The missing piece isn’t more data. It’s often the behavioral insight between the metrics, explaining why the numbers move in the first place. Dashboards can tell you what customers did, but understanding why they did it (and how to influence what they do next) requires a deeper blend of insights. This session is about closing that gap. Drawing from real-world experience designing and scaling products as [ZoCo Design](https://zocodesign.com/)’s CEO, [Lacey](https://www.linkedin.com/in/laceypicazo/) will share how to cut through the noise and identify the insights that actually change behavior—moving people, and moving metrics. You’ll learn: * Why understanding customer behavior is a quant and qual challenge * How to spot the signals that actually predict behavior change * Where AI accelerates insight, and where it creates distraction * How to get meaningfully closer to customers, without adding more tools This talk reframes how to evaluate performance and identify what levers actually improve it, helping your team to make smarter bets with greater confidence. Every meaningful outcome is driven by behavior change. And when you know how to design for behavior, you stop guessing, and start building things that work. **About Our Speaker** [Lacey Picazo](https://www.linkedin.com/in/laceypicazo/) is the Founder and CEO of ZoCo, a healthcare product studio that turns complex, high-stakes ideas into products that drive real-world adoption. She partners with healthcare organizations to uncover critical care delivery insights, focus product strategy through behavior design, and build solutions that patients and providers actually use. 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)

Topic to be announced. **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

QA or the Highway is a one-day, affordable, regional, professional conference featuring real-world experience and thought leadership in the QA and testing industry. This is a ticketed event please register here: https://www.qaorthehwy.com/ Featured Keynote Speakers: **Matthew-Hope Eland** **(Wizard at Leading EDJE)** \- An AI Specialist and Wizard at Leading EDJE who is known to teach software engineering\, AI\, and data science concepts in the most ridiculous ways possible\. Matt has used machine learning to settle debates over whether Die Hard is a Christmas movie\, reinforcement learning to drive the behavior of digital squirrels\, data analytics to suggest improvements to his favorite TV show\, and AI agents to play board games and create an AI agent with the personality of a dog\. Matt is the author of "Data Science in \.NET with Polyglot Notebooks" and "Refactoring with C\#" as well as several LinkedIn Learning courses\. Matt helps organize the Central Ohio \.NET Developer Group\, runs several blogs and a YouTube channel\, has a Master’s of Science in Data Analytics\, and is a current Microsoft MVP in AI and \.NET\. **Tatyana Arbouzova** **(CEO at Innovate QA)** \- Tatyana Arbouzova is an engineering and business leader with a strong background in Quality Engineering across multiple industries\, including Big Tech\, Healthcare\, and Entertainment\. She has held leadership roles at world\-class companies such as Microsoft\, VMware\, Disney\, and The Pokémon Company International\, where she focused on building quality\-driven cultures and scaling teams to deliver high\-impact products\. With decades of experience\, Tatyana has helped organizations transform their quality practices so teams can deliver software efficiently\, confidently\, and with measurable business outcomes\. Today\, Tatyana advises software companies on adopting AI to optimize quality practices and improve how software is delivered at scale\. She is also a passionate community builder and the founder of Innovate QA\, a thriving Seattle\-based community and conference for quality professionals\.

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