Data Science using Python

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 we will talk about [Sinkhorn's theorem](https://en.wikipedia.org/wiki/Sinkhorn%27s_theorem) and a simulation on [Birkhoff polytope](https://en.wikipedia.org/wiki/Birkhoff_polytope) 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 נדבר על[ משפט סינקהורן ](https://en.wikipedia.org/wiki/Sinkhorn%27s_theorem)ועל סימולציה על[ פוליטופ בירקהוף](https://en.wikipedia.org/wiki/Birkhoff_polytope). להצעת מצגת או נושא ניתן לפנות אלינו.

Please reserve your spot by registering on the below link : https://www.eventbrite.com/e/join-biggest-community-investors-founders-tel-aviv-online-tickets-1975092406556?aff=meetup QUESTIONS ? Pls Reach out to; Rose - +971528033410 ( WhatsApp Only)

💼 עצמאי? 🌍 עובד מרחוק? 🚀 מקים עסק? 🤯 יש לך מלא רעיונות ולא ברור לך מה לעשות איתם? אז מה יכול להיות טוב יותר מלעבוד יחד עם אנשים באותו ראש? ✨‌ בוא להעביר כמה שעות של יצירתיות, פוקוס ועל הדרך גם להספיק מלא דברים 💡‌ ‌אנחנו מחלקים את הזמן בין מתחם העבודה לבריכה ומניסיון, ככה מגיעים הרעיונות הכי טובים ונולדים שיתופי פעולה מדהימים זו חממה מושלמת לחיבורים, נטוורקינג וחברויות חדשות וזה ממכר 😉 👇‌ **[מצטרפים כאן](https://gayitup.live/p/hamama/)**

Only networking Meet linkedin influences Create your own opportunities @ Melio offices

Join us in the search for the true, the good and the beautiful. Each meet is in one of two formats: a shared reading and open discussion of philosophical texts, or a continuing series of lectures based on the reading of a fascinating book of philosophy. Both formats are in Hebrew, with some reading of English texts, assisted whenever needed. We meet weekly Friday on 80 Rokach Boulevard, Tel Aviv, at the gardens of the Council for a Beautiful Israel. Welcome anyone interested in understanding life more deeply, regardless of age or prior knowledge. The love of wisdom is enough. Please join our WhatsApp group: https://chat.whatsapp.com/JeAa2uRNTlF0rdrVTLzUC0?mode=wwt Note: there's always enough sitting room, but some of it is on the grass or a mat on the floor. If you want to guarantee yourself a chair, please bring one with you. Sapere Aude! (Kant's Motto: Dare to Think!)

***🎲 מפגש משחקים @ Game Club 🎲*** ***יום שישי ה- 22.5 החל מ- 14:00,*** ***ספיישל פיקניק משחקים בפארק! 🧺🧀🍷*** בואו לחגוג יחד שבועות! 🎉 **מה בתוכנית?** 🎲 מפגש המועדון הרגיל והאהוב. 🏆 טורניר נושא פרסים שווים. הטורניר בהרשמה מראש עד רביעי ה- 20.5 (ראו פרטים בלינק למטה). טורניר בהפתעה! משחק יורו אירופאי חדש שיישאר בסוד עד הרגע האחרון 🎁 🍺 לכבוד החג הבירה עלינו. 🍰 חגיגת שבועות עם עוגות גבינה, יין וכיבוד מיוחד **פרטים טכניים:** 📆 מתי? יום שישי, 22.5 🕗 שעה: 14:00-19:00 📍 איפה: צמוד לחניון שבע טחנות בפארק הירקון, הכניסה לחניון מרוקח 80, רמת גן 💵 40 ש״ח כניסה ללא הטורניר בהרשמה המוקדמת עד ה- 21.5 וסימון באירוע בפייסבוק (בלינקים בסוף התיאור), 50ש"ח אחר כך. 💲 Tournament Buy-in: תוספת 20ש"ח. 🥐 מלא חטיפים, שתייה קלה, ובירות חופשי. 🍰 כיבוד מיוחד לחג. **🤔 FAQ** יש הרבה חניה חינם באזור. יש ספסלים מוצלים ושירותים מסודרים במקום. **✅ איך נרשמים?** 🥇הרשמה (עד רביעי ה- 20.5) ופרטים נוספים על הטורניר: *https://www.facebook.com/events/2269054220169181* 📃הרשמה לערב משחקים ללא הטורניר: *https://www.facebook.com/events/1547614020403951* **קבוצת העידכונים בוואטסאפ:** *https://chat.whatsapp.com/ETCOIJkx3rQLHxKPx8PmJS* **היכונו לטורניר המפתיע של המועדון!** **המבחן האמיתי שלכם כשחקני לוח מתחיל עכשיו. ⏱️🧩** 🧠 התירוץ של ’הוא כבר שיחק בזה קודם‘ מתבטל. למי האינטואיציה הכי חדה? 🧠 15 דקות ללמוד, טורניר שלם כדי להוכיח שאתם הכי טובים. מקבלים את האתגר? 🧠 יין, עוגות גבינה ואסטרטגיה מנצחת – מוכנים לשבועות הכי מאתגר בפארק? ***בואו להוכיח מי המאסטר-אסטרטג האמיתי!!! 👑⚔️*** **🎲 מפגש המועדון החודשי 🎲** אוהבים קטאן? מכורים לשם קוד? חושבים שאתם אסטרטגיים מומחים? 👑 בואו להנות ממגוון רחב של משחקי קופסה. זוהי הזדמנות מצוינת להכיר אנשים ומשחקים חדשים. 🎯 לא משנה אם אתם מחפשים ערב מהנה עם חברים, משפחה, דייט או לבד ולהכיר אנשים חדשים – המשחקים הם דרך מעולה לשבור את הקרח ולבנות קשרים. 🧑‍🤝‍🧑💬 אין צורך בידע מוקדם! האירוע מתאים לכל הרמות: 💠 שחקנים מתחילים – אל דאגה, נלמד אתכם את כל מה שצריך! 💠 שחקנים ותיקים – אתם מוזמנים גם לגלות משחקים חדשים וגם להביא את הלהיטים המובחרים שלכם מהבית. מוזמנים להצטרף לאירוע מלא באתגרים, תחרות, אסטרטגיה ובעיקר כיף! עם אוסף משחקי קופסה גדול של מעל 100 משחקים – כולל אהובים ומוכרים. 🧩

**Founders Running Club** (FRC) brings founders, investors, tech, creative people and startup enthusiasts together for weekly easy runs and networking. We like to be comfortable when we run and finish with coffee and conversations. Choose your pace or follow a pacer—pets, friends, family, are welcome. Join locall Tel-Aviv chat with all news and updates https://chat.whatsapp.com/IWWgu9DznjzLvMe8p6cVCu?mode=ac_t For any questions pleae contact Tel-Aviv city leaders: Lev +972 55-7704496 Ilia +972535007183 Nastya +972533838320 Dan +972537162316 More about FRC global: 🗓️ Launched in San Francisco, July 16, 2022 🌍 Now in 35+ cities 📅 Running + Networking events + Community **Join the community** [http://foundersrc.com/chats](http://foundersrc.com/chats) **Stay updated**: Instagram [http://instagram.com/foundersrc/](http://instagram.com/foundersrc/) LinkedIn [http://linkedin.com/company/foundersrc/](http://linkedin.com/company/foundersrc/) Podcast [http://podcast.foundersrc.com/](http://podcast.foundersrc.com/) Strava [http://strava.com/clubs/foundersRC](http://strava.com/clubs/foundersRC) Website [http://foundersrc.com/](http://foundersrc.com/)

💼 עצמאי? 🌍 עובד מרחוק? 🚀 מקים עסק? 🤯 יש לך מלא רעיונות ולא ברור לך מה לעשות איתם? אז מה יכול להיות טוב יותר מלעבוד יחד עם אנשים באותו ראש? ✨‌ בוא להעביר כמה שעות של יצירתיות, פוקוס ועל הדרך גם להספיק מלא דברים 💡‌ ‌אנחנו מחלקים את הזמן בין מתחם העבודה לבריכה ומניסיון, ככה מגיעים הרעיונות הכי טובים ונולדים שיתופי פעולה מדהימים זו חממה מושלמת לחיבורים, נטוורקינג וחברויות חדשות וזה ממכר 😉 👇‌ **[מצטרפים כאן](https://gayitup.live/p/hamama/)**

דרינקים, חברים חדשים ומשחק אש 🍸 שישה משתתפים 👬 ‌💰Buy-in: 50 ☝️Small Blind: שקל ✌️Big Blind: שנייקל **לו“ז** ‌20:00 – דרינקים ומכירים 🥂 20:30 – מתחילים במשחק ✨ ‌ הרשמה דרך הקישור כאן 🔗👇 https://gayitup.live/p/poker/

**IMPORTANT NOTICE:** This group is moving to the Shut Up & Write! website. You can join the new group and RSVP to upcoming events here: [https://www.shutupwrite.com/series/id2uo3rncF00](https://www.shutupwrite.com/series/id2uo3rncF00) If you don't have a Shut Up & Write! account yet, you can [sign up here](https://www.shutupwrite.com/signup). If you have any questions or would like any help, please [contact us here](https://www.shutupwrite.com/contact). Thank you! The Shut Up & Write! Team \-\-\- Join us for some focused writing time. All writers and all experience levels are welcome and don’t worry, no one will see what you've written. This session is about getting your writing done and meeting other writers in your area. When you show up, say hello to everyone, grab a drink, and get your writing tools ready. Once you’re all settled, take some time to chat with your fellow writers. Once everyone’s arrived, I will lead quick introductions and then set the timer for our quiet and focused writing session. Afterward, we’ll have time to chat and get to know each other. We often talk about our successes and challenges as writers. If you don’t have time to stick around, no worries! If you don't know how to find the location, or how to find us inside - write me (the organizer, Alex Zak). **A note about the format** We don’t host critiques or readings. These events are a safe space for writers of all skill levels and genres to work on their craft, so no one will read or critique your writing. For our full event schedule, visit [https://shutupwrite.com](https://shutupwrite.com). **Other Important Details:** WiFi name/password: TBD Venue Guidelines: Please thank our hosts by purchasing something.

**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

**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 You will need to scan your ID at the door to get a visitor badge. **Abstract** Like it or not, AI agents are now capable of turning a quickly written paragraph of requirements into a pull request that is ready to be integrated into real-world production applications and it's now our responsibility to make sure AI doesn't go rogue and take down prod - or corrupt our data by misunderstanding the requirements or our existing schemas. In this session we'll explore strategies to protect our codebases through unit and integration testing, documentation, and code review along with additional ways of providing context and guard rails to our AI agents as they carry out the work we've assigned them to do. By the time we're done, you'll have a firm grasp of the problem and understand some helpful options for protecting your codebase from vibe coding mishaps getting YOLOed into prod. **YouTube Link** TBD

**Welcome to Drunken Philosophy** a casual, curious social discussion **Optional topic for this meetup: What's up with all the AI hate?** A recent survey found that 74% of Americans have a negative view of AI, and I want to know why. Come out and debate whether AI is good or bad. My hot take: a labor-saving tool that could potentially help cure cancer gets called dangerous because it might raise unemployment or cause a speculative investment bubble, that tells you a lot more about capitalism and the economic system we live under than it does about the tool itself. As a computer programmer, I think AI is a wonderful tool that has increased my productivity by at least an order of magnitude. I'd go so far as to say Claude Code is the best tool I have ever used. Debate me and name a better one. Is AI potentially dangerous? Yes, but so are a lot of tools. Chainsaws. Steam engines (early ones would occasionally explode and kill everyone in the room). Do you think cavemen sat around debating whether fire could be used as a weapon or for self-harm, and decided not to discover it? I have two friends who hate AI for opposite reasons: one thinks it's a fad and not useful, and the other thinks it's going to take over everything and cause human extinction. Come out tonight, have a friendly debate, and make some friends. No lectures. Friendly crowd. Drop in for one drink and stay if it's fun.

Most people use AI like a search box: they type one sentence, hope for the best, and get frustrated when the answer is generic, wrong, or useless. But getting better results from tools like ChatGPT, Claude, Gemini, and other AI systems is not about memorizing magic prompts. It is about learning how to give the AI better context. In this beginner-friendly session, we’ll break down how to make AI dramatically more useful by improving the way you communicate with it. You’ll learn how to give clearer instructions, provide examples, set constraints, ask for better output formats, and use follow-up questions to turn a mediocre answer into a genuinely useful one. We’ll cover practical techniques you can use immediately for work, learning, writing, coding, planning, research, and everyday problem solving. We’ll also touch on why these same ideas show up in more advanced AI systems, including RAG, agents, evaluations, and AI workflows. No technical background required. Bring your curiosity, your questions, and maybe one real task you wish AI was better at helping you with. **What you’ll learn:** * Why “better prompting” is really about better context * How to structure requests so AI gives more useful answers * How to use examples, constraints, and output formats * How to iterate when the first answer is not good enough * How these skills connect to more advanced AI workflows This meetup is for anyone who wants to move beyond basic ChatGPT usage and start getting more practical value out of AI. LOGISTICS AND PARKING: The talk starts at 7:00 PM. The first half hour is reserved for everyone to get set up and mingle. Free pizza and drinks! The cheapest parking option is to find street parking, which will only cost you a few bucks. Otherwise, park in the nearby veteran's museum lot for $8. It's highly recommended you avoid the nearby $15 garage parking.

Private Group. Closed to the Public Knowing ourselves and understanding our abilities is the first step toward wielding our gifts with control and accuracy. In subsequent classes we will verify and hone our talents with activities and discussion. These are hands-on workshops and participation is expected. The goal of our series will be to develop expertise in areas of particular interest such as mediumship, channeling, divination, healing and, etc.. Our ultimate directions will be determined by class members as we evolve. I look forward to sharing and discovering with you. - Cynthia