Data Science

**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)

בשני מפגשים נלמד לבנות תהליכים אוטומטיים חכמים שמחליפים עבודה ידנית חוזרת: חיבורים בין כלים, קבלת החלטות פשוטות, טיפול במצבים לא צפויים ושילוב בינה מלאכותית, כשצריך. נתחיל מהבסיס - איך חושבים אוטומציה נכון, איך מחברים שירותים שונים ואיך גורמים לזרימה “להבין” מה לעשות בכל מצב. נמשיך לעבודה עם מידע אמיתי, תגובות ממערכות חיצוניות ובניית תהליכים מורכבים שעובדים לבד מקצה לקצה. הסדנה מעשית, בהירה ומתאימה גם לכל מי שמעולם לא בנה/תה אוטומציה אבל רוצה לצאת עם יכולת אמיתית לבנות סוכנים שעובדים במקומו/ה. למבוגרים/ות (16+). לא נדרש ידע מוקדם. עלות: 500 ש"ח (ליחיד/ה) תושב חוץ, 450 ש"ח (ליחיד/ה) תושב יהוד שימו לב: לא מספיק להרשם במיטאפ יש להרשם גם בקישור הבא , שם תמצאו גם פרטים נוספים https://link.makelab.org.il/n8n

במהלך הסדנה נלמד טכניקות מתקדמות של עיבוד גבס פולימרי, חומר קל לעבודה שמאפשר יצירה גמישה ומדויקת; נבין כיצד ליצור דפוסים מרהיבים ומרקמים עשירים וייחודיים, בסגנון קלאסי ועדכני כאחד; נלמד באילו תבניות ניתן לעבוד ונתנסה בהכנת תוצרים דמויי טראצו ודמוי שיש בעזרת החומר. למבוגרים ונוער (16+). עלות: 250 ש”ח ליחיד/ה. לתושבי יהוד-מונוסון – 200 ש”ח ליחיד/ה. שימו לב: לא מספיק להרשם במיטאפ יש להרשם גם בקישור הבא , שם תמצאו גם פרטים נוספים https://link.makelab.org.il/Terrazzo

## Details Hi everyone, ⚠️ You need to join the Whatssapp community and get a confirmation on WhatssApp that there are still spots available in order to be able to attend. You can join the chess community here by filling the form: https://chessbarisrael.com/#join-us The next edition tournament will take place on **Tuesday.** 📍 **Where:** Masaryk Wine & Flowers, **80 King George St, Tel Aviv** 📅 **When:** 6:15 PM - 8:30 PM ♟️ **Format:** 5 rounds of 8+2 (Rapid) OR Meet & Play (depends on which Tuesday) 🥇 **Prizes:** * **Top Winners:** bottles of wine * **Best Under 1500/800:** 1 hour of private chess lesson * **Sandwich for a randomly picked player** ✨ **How does it work?** This is a friendly, unofficial event (not reported to FIDE) and part of a **bi-weekly series of tournaments** held in bars around Tel Aviv. ⚠️ There is an entrance fee for the event including the first free drink and prizes! **Spots are limited!** ⚠️ You need to join the Whatssapp community and get a confirmation on WhatssApp that there are still spots available in order to be able to attend. Olivier 🎉

**TAMI Sonic (Music Night)** Join our bi-weekly informal meetups devoted to playing and experimenting with sound. ========== TAMI wiki: [https://telavivmakers.org](https://telavivmakers.org) TAMI main Telegram channel: [https://t.me/+0t5M0-jK9iIwZmM8](https://t.me/+0t5M0-jK9iIwZmM8)

Join the Fluent community for a night of language, culture, and connection! Practice over 12 languages with native speakers in a fun, multicultural atmosphere—plus enjoy drinks and meet people from all over the world! 🗣️🍻🎊 🔹🔹🔹🔹🔹🔹🔹🔹🔹🔹 🎟️ Discounted Ticket Prices: Available online until 15:00 on the day of the event: Ticket + soft drink – 60 NIS Ticket + beer/glass of wine – 70 NIS [Get your ticket here](https://www.fluent.community/fluent-events/language-exchange-2103) 🚪At the door (or on website after 15:00 on day of event): Ticket + soft drink – 65 NIS Ticket + beer/glass of wine – 75 NIS 🔹🔹🔹🔹🔹🔹🔹🔹🔹🔹 🎫 Want to become an Ultimate Fluenter? Pay less for every event and join our exclusive circle of loyal members by getting a Frequent Fluent Card! [Get a Frequent Fluent Card](https://events.fluent.community/credits-store/) 🎫 10-entry card – 420 NIS 5-entry card – 240 NIS Drinks not included, but cardholders get discounted drink tickets at the entrance! 🔹🔹🔹🔹🔹🔹🔹🔹🔹🔹 ✨ Want to join for free? Become an Ambassador! Ambassadors help others practice their native language for the first half of the evening, and then enjoy practicing other languages during the second half. It’s a great way to give and get value—and attend for free! 😃

במהלך המפגש כל אחת ואחד מהחברים והאורחים מציגים את עצמם , לפני אחרי מתקיים מינגלינג להכרות ובסיום ארוחת בוקר בכל מפגש יש הרצאה של 10 דקות בתחום מקצועי אחר המפגש מתקיים בבית קפה צבעים בפארק בכבר סבא עלות 60 ש"ח אפשר לפנות אלי יורם במייל yoramze@gmail.com 0547333081 בקבוצה 23 חברים קבעים שמגיעים לכל מפגש מתחומים שונים: עורכי דין, תחום הבניה והעיצוב , ייעוץ עסקי, שירותים לבית,ראיית חשבון , ביטוחת משכנאות , שייוק ומכירות , משרד חקירות , סון עריכת פטנטים , ארגון טוילוים לחו"ל ,נדל"ן ,מחשבים לרשמת חברי הקבוצה https://bni.co.il/%D7%A9%D7%A8%D7%95%D7%9F-%D7%A8%D7%95%D7%9D-%D7%94%D7%A9%D7%A8%D7%95%D7%9F/iw/memberlist

**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/)

## **I’m Hosting an In-Person Event In Sunnyvale** ## **… But I'm not inviting you… yet.** **➡️ There's a catch - BEFORE you click the registration link, I have a requirement.** Most people attend real estate seminars, take notes, and do nothing. I don’t want that for this room. Before you take one of my 35 seats, I need you to verify that my teaching style and strategies actually align with your goals. ## **Your Homework:** **➡️** Check out my [\[YouTube Channel\]](https://www.youtube.com/@simplydoit1) or [[Podcast](https://podcasts.apple.com/us/podcast/guided-real-estate-investing-by-simply-do-it/id1106737712)] first. If you don’t find 15 minutes of value there, you shouldn't be in the room for two hours. **If you do like what you hear, and you're dealing with high W-2 taxes or interest rate paralysis, then, AND ONLY THEN, should you grab a seat.** 📅 **[Friday, March 20, 2026](https://simplydoit.net/etn/fri-3-20-whats-your-problem-10-financial-challenges-real-estate-can-solve) \| 10:00 AM – 12:00 PM** Or ***[Thursday, March 19, 2026](https://simplydoit.net/etn/thu-3-19-whats-your-problem-10-financial-challenges-real-estate-can-solve)*** *\| **6:30 PM – 8:30 PM*** 📍 **Sunnyvale, CA** (address provided upon registration) 💰 **Cost:** $0 🎟️ **Seating:** Limited to 35 people **[REGISTER HERE](https://simplydoit.net/etn/fri-3-20-whats-your-problem-10-financial-challenges-real-estate-can-solve)** **What You’ll Learn:** → How to potentially lower your W-2 tax burden (legally) → Methods to offset and defer capital gains taxes → Real estate investing with as little as 5% down → Partnership and support systems for solo investors → Passive strategies for busy professionals → How to navigate high-interest rates right now **Plus Q&A session with Dani!** ### **What Makes This Event Different?** **This is NOT:** * A get-rich-quick scheme * A high-pressure sales pitch * Generic advice you can find on YouTube * A place to buy books & tapes and expensive courses – we don't even have them to sell. **This IS:** * Real solutions for real problems * Strategies specifically relevant to Silicon Valley investors * An interactive format where YOUR questions get answered * Practical takeaways you can implement immediately **[REGISTRATION IS FREE!](https://simplydoit.net/etn/fri-3-20-whats-your-problem-10-financial-challenges-real-estate-can-solve)**[ ](https://simplydoit.net/etn/fri-3-20-whats-your-problem-10-financial-challenges-real-estate-can-solve) Space is limited – secure your spot today. This is the class you’ve been waiting for! The class that can guide you toward your first or next investment property. **About Dani Beit-Or:** Dani Beit-Or has been investing out of state for more than 20 years, helping investors acquire over 5,000 properties across 40+ U.S. metros. After surviving and thriving after the 2008 real estate crash, Dani refined his investment approach into a repeatable, resilient system that works in both strong and challenging markets. **[REGISTER HERE](https://simplydoit.net/etn/fri-3-20-whats-your-problem-10-financial-challenges-real-estate-can-solve)** 📅 **[Friday, March 20, 2026](https://simplydoit.net/etn/fri-3-20-whats-your-problem-10-financial-challenges-real-estate-can-solve) \| 10:00 AM – 12:00 PM** Or ***[Thursday, March 19, 2026](https://simplydoit.net/etn/thu-3-19-whats-your-problem-10-financial-challenges-real-estate-can-solve)*** *\| **6:30 PM – 8:30 PM*** 📍 **Sunnyvale, CA** (address provided upon registration) 💰 **Cost:** $0 🎟️ **Seating:** Limited to 35 people

## **I’m Hosting an In-Person Event In Sunnyvale** ## **… But I'm not inviting you… yet.** **➡️ There's a catch - BEFORE you click the registration link, I have a requirement.** Most people attend real estate seminars, take notes, and do nothing. I don’t want that for this room. Before you take one of my 35 seats, I need you to verify that my teaching style and strategies actually align with your goals. ## **Your Homework:** **➡️** Check out my [\[YouTube Channel\]](https://www.youtube.com/@simplydoit1) or [[Podcast](https://podcasts.apple.com/us/podcast/guided-real-estate-investing-by-simply-do-it/id1106737712)] first. If you don’t find 15 minutes of value there, you shouldn't be in the room for two hours. **If you do like what you hear, and you're dealing with high W-2 taxes or interest rate paralysis, then, AND ONLY THEN, should you grab a seat.** 📅 **[Thursday, March 19, 2026](https://simplydoit.net/etn/thu-3-19-whats-your-problem-10-financial-challenges-real-estate-can-solve)** \| 6:30 PM – 8:30 PM *Or [Friday, March 20, 2026](https://simplydoit.net/etn/fri-3-20-whats-your-problem-10-financial-challenges-real-estate-can-solve) \| 10:00 AM – 12:00 PM* 📍 **Sunnyvale, CA** (address provided upon registration) 💰 **Cost:** $0 🎟️ **Seating:** Limited to 35 people **[REGISTER HERE](https://simplydoit.net/etn/thu-3-19-whats-your-problem-10-financial-challenges-real-estate-can-solve)** **What You’ll Learn:** → How to potentially lower your W-2 tax burden (legally) → Methods to offset and defer capital gains taxes → Real estate investing with as little as 5% down → Partnership and support systems for solo investors → Passive strategies for busy professionals → How to navigate high-interest rates right now **Plus Q&A session with Dani!** ### **What Makes This Event Different?** This is **NOT**: * A get-rich-quick scheme * A high-pressure sales pitch * Generic advice you can find on YouTube * A place to buy books & tapes and expensive courses – we don't even have them to sell. This **IS**: * Real solutions for real problems * Strategies specifically relevant to Silicon Valley investors * An interactive format where YOUR questions get answered * Practical takeaways you can implement immediately **[REGISTRATION IS FREE!](https://simplydoit.net/etn/thu-3-19-whats-your-problem-10-financial-challenges-real-estate-can-solve)**[ ](https://simplydoit.net/etn/thu-3-19-whats-your-problem-10-financial-challenges-real-estate-can-solve) Space is limited – secure your spot today. This is the class you’ve been waiting for! The class that can guide you toward your first or next investment property. **About Dani Beit-Or:** Dani Beit-Or has been investing out of state for more than 20 years, helping investors acquire over 5,000 properties across 40+ U.S. metros. After surviving and thriving after the 2008 real estate crash, Dani refined his investment approach into a repeatable, resilient system that works in both strong and challenging markets. **[REGISTER HERE](https://simplydoit.net/etn/thu-3-19-whats-your-problem-10-financial-challenges-real-estate-can-solve)** 📅 **[Thursday, March 19, 2026](https://simplydoit.net/etn/thu-3-19-whats-your-problem-10-financial-challenges-real-estate-can-solve)** \| 6:30 PM – 8:30 PM *Or [Friday, March 20, 2026](https://simplydoit.net/etn/fri-3-20-whats-your-problem-10-financial-challenges-real-estate-can-solve) \| 10:00 AM – 12:00 PM* 📍 **Sunnyvale, CA** (address provided upon registration) 💰 **Cost:** $0 🎟️ **Seating:** Limited to 35 people

Join us in the search for the true, the good and the beautiful. We will be reading and discussing a fascinating philosophical text in English. 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/CDjIJ8i1LZsJ2a7WJXFxhG?mode=wwt Sapere Aude! (Kant's Motto: Dare to Think!)

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

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

OpenClaw, NemoClaw, personal assistants, 24/7 agents. What does it all mean? How does it all work and what should we know about it? 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)

**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.

**Improving Office in Franklinton** Physical location: Improving Office 330 Rush Alley Suite #150 Columbus, OH 43215 Schedule: 6:00 p.m.: Socialize, eat, and drink. Improving will be providing pizza and beverages. 6:30 to 8:00 pm. Main meeting and presentation(s). Topic: Type Annotations with John Cassidy We meet on the last Monday of each Month. Presentations are given by members and friends of this group. If you would like to do a presentation (small or large) on a python topic, please contact Central OH Python at centralohpython@gmail.com

**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:**

**New Dojo Location!** **Draft Day Columbus** 1130 Dublin Road Columbus, OH 43215 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 topic suggestions and people interested in presenting at our monthly meetings. To this end we've set up a survey form at [https://docs.google.com/forms/d/15eBKF1nQQ2XS5gzD4rvhVRHMBEj7lJtHuA9wXupS3Uc](https://docs.google.com/forms/d/15eBKF1nQQ2XS5gzD4rvhVRHMBEj7lJtHuA9wXupS3Uc)