Data Science for Business

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/

**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)

בסדנה ננתח, נפרק ונרכיב מחדש צעצועים, נכיר את המנגנונים האלקטרוניים והמכאניים המאפשרים לצעצועים לפעול ונרשה לעצמנו ליצור מהם ייצורים מופלאים ביצירה חופשית. תוך כדי התהליך נלמד קצת אלקטרוניקה ומכאניקה ונחגוג יצירתיות, אלתור ושעשוע! תוצר: צעצוע אישי, חדש, יצירתי, חד פעמי ומפתיע! **אז במקום לטפס על הקירות בבית, בואו לשבש איתנו צעצועים, להתאוורר וליצור!** **במייקלאב יש שני מרחבים מוגנים (ממ״ד), אפשר להיות רגועים :)** הסדנה מיועדת למבוגרים, נוער (14+) או מבוגר/ת וילד/ה (10-14). עלות: ₪190 ליחיד/ה, ₪270 לזוג (לתושבי יהוד: ₪140 ליחיד/ה, ₪230 לזוג) 📆 🔗 לפרטים והרשמה: https://link.makelab.org.il/toy-hacking

**THIS EVENT IS LOOKING FOR A HOST AFTER THE ORIGINAL HOTS BACKED OFF FROM IT ON MARCH 2025. IF YOU WOULD LIKE TO HOST US - LET US KNOW, AND WE WILL SET THE EVENT DATE WITH YOU, EARLIER THAN THE DATE SET NOW WHICH IS A RANDOM PLACEHOLDER.** For reasons beyond our understanding, after setting the meetup on the 24.3 (instead of having the Kernel debugging one then) due to GM's request, and postponing it in a week due to logistics issues at the host, the meetup will be postponed/rescheduled/moved. **We had great backup plans, but they would require me to pay to host you, and I'm done doing that (+they were in another city).** Anyways, GM say: "Thanks for registering to our meetup! Unfortunately, due to an unexpected logistic issue, we will not be able to hold the event as planned. We hope to be able to hold it at a future time and update accordingly." **I am sorry for the inconvenience and the disappointment. Trust me I am much more disappointed than you are, and it is time for you to get your companies to sponsor our meetup group on a yearly basis, so that no meetup will ever be cancelled or rescheduled again, ever.** I am leaving the original text in tact, because this meetup will happen at another time. \-\-\-\-\- **Double registration alert:** Registration is mandatory and \*will be checked\* so please make sure you RSVP here, and in addition register in You **absolutely** have to register in this link, and **carefully** read the event guidelines there. It is **IMPORTANT** and we want you, by all means, to avoid any inconveniences (due to being lazy and not reading what I wrote **CAREFULLY**) **IMPORTANT: you can still submit a talk** \- and we are looking forward to your lightning talks\. I gave an example of what a good lightning talk is in the Toka meetup \(that we were unfortunately forbidden from publishing online\) \. [Use the CFP](https://docs.google.com/forms/d/11GQ-2_A39eyiyGywbocTfQzBflUJwr0-wMVyNxeGE_g/edit#response=ACYDBNjtFK3fNq435gUsZMp8vlvQYRBtiEDDGaDPa2KpwV8pY8AcT4RmaGYFD_G172uQRUE), Luke. And please do it before March 17th. If you do it after it you will happily be considered for the next events. More updates will come, including a MANDATORY additional registration link. Do not unsubscribe from updates - if you don't read the updates or otherwise follow our community rules, you will meet the consequences. Everyone, including everyone **MUST** RSVP to the meetup event, and when time comes - fill the registration note. Respect your hosts! **AGENDA** 5:30PM-6:00PM **Gathering. Networking, High Fives, Hugs (Everyone @ Embedded Israel)** 6:00PM-6:15PM **Welcome notes: About Embedded Israel, community Building - Ron Munitz (Founder @ Embedded Israel)** 6:30PM - 7:00PM **Intro to Hardware Reverse Engineering -** **Dan Peled (Cyber Security Group Manager @ GM)** In this talk, "Intro to Hardware Reverse Engineering," we’ll cover the basics of embedded systems, printed circuit boards (PCBs), and techniques to physically access and analyze hardware. We’ll explore common components, debug interfaces, and basic hardware defenses. By the end, attendees will have the essential skills to reverse engineer simple embedded devices and identify debug interfaces. 7:00PM - 7:10PM **Networking break** 7:10PM - 7:40PM **Hacking HiSilicon Cameras for...Necessity (and hacking several million other devices while at it)** - **Ron Munitz (CoE @ The PSCG/PSCG Holdings LTD)** In this talk I will present the taxonomy of adding remote debugging and OTA\-ing mechanisms to a popular COTS Security Camera device I have been working on for a while\, a little while ago\. The story starts with the why and how \(Design house not very responsive on SW development features\) remote debugging capabilities had to be updated\, continues with some of the techniques used to understand the firmware structure\, resulting in a self extracting archive that adds capabilities without the vendor support\, and ends with the understanding that the same techniques can be used to take over millions of other\, very similar devices\. The main takeaway of this talk is that there is a thin line between being a Linux hacker\, and being a hacker\, but other takeaways include understanding supply chain \(and time to market\) fl\[a\|o\]ws\, common Embedded Linux filesystem structures\, "security opportunities" when working with incompetent managers who experience their first Consumer device manufacturing and shipping\, and last but not least\, how the great nation of China can help you to PwN the masses as a by product\, just because "it's there"\. 7:40PM-8:15PM: **Pwn Without Own: Hacking $100K Gas Chromatograph Without Hardware** - **Vera Mens (Vulnerability Researcher @ Claroty/Team82)** ICS/OT research is tough without access to rare, expensive equipment. In this talk, we’ll show how we reverse-engineered a $100K Gas Chromatograph, leveraging its Ethernet capability to explore remote attack vectors. By disassembling the firmware and mapping key components, we fully emulated the device, reconstructed internal structures, and decoded proprietary protocols—all without physical access. Oh, and found a RCE vulnerability of course :) 8:15PM - Until we are kicked out **Community Building / Lightning Talks / Networking** We are looking forward to seeing you, and having more people participate. As (almost) always, if you have something great to talk about - I am happy to "give up my spot" for you. **And by all means, submit talks. Submit Lightning talks. Participate. Share the word. Have your organization sponsor the community - we are planning awesome things, and we want to always keep objective!** Last words: Everyone, including everyone registers. No one unsubscribes from updates. Please don't test us. See you soon!

## **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 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! 😃

**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/)

Join Voice Over Pros Of Ohio for an exciting morning of networking, and exploring opportunities in the world of voice acting. Whether you're a seasoned professional or just starting out, this event is perfect for expanding your network, learning how to start a VO business, and for honing your skills. Connect with fellow voice actors and VO experts, that will help you succeed in your voice over business. This event will feature discussions on professional development, entrepreneurship in the voice over industry, with tips for navigating the world of voice acting. Don't miss this unique opportunity to learn from others, collaborate with like-minded individuals, and take your voice over career to the next level. Join us Saturday, March 28, from 10am - 12pm and learn how to start or grow your voice over business. Let your voice be heard! The $10 fee covers refreshments and door prizes.

Is your business taking more of your time than you would like? [Rob Young](https://www.linkedin.com/in/cinci-robyoung/) principal at [Stage 3 Group](https://www.linkedin.com/company/stage-3-group/), hosts this workshop series and is the author of Stage 3 Success. * Provides a framework and a playbook for leaders of emerging businesses * Reviews business management tools and techniques for scaling and maturing a business * How to recognize and leverage stories hidden in financial statements * How to implement financial and operational controls and use leading indicators to spot trouble before it occurs * How to manage your time for maximum effect * How to deal with nonperforming employees * How to create standard operating procedures throughout your organization Four sessions will include two hours of content and an optional 90-minute hands-on lab. Reserve your spot via this link: https://clintonvilleba.com/calendar/#!event/2026/3/20/chaos-to-clarity-to-control ($200 for non-CABA members.)

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)

Bring your business cards and network in person with other business professionals! Gold Star Referral Clubs is one of the most established professional networking organizations in the country, with multiple groups in central Ohio. Join us!

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

Builders, creators, architects, admins, consultants - come one, come all. This one's for you. We're bringing a little friendly competition to the Columbus ServiceNow community while highlighting the cool things people have built on the platform. Five presenters will take the stage to showcase something they've built, solved, designed, or imagined on the ServiceNow platform - and a panel of judges (plus YOU, our amazing audience) will score them live. So basically, America's Got Talent but make it ServiceNow's Got Talent. Bring a notepad if you'd like 'cause you'll definitely be learning something new. Each presenter gets 10 minutes max to wow the crowd with: • A demo • A real-world business solution • A bold idea • A UX transformation • Or a creative use of the platform Judging Criteria: 🏆 Business Value 🚀 Innovation ✨ User Experience This event is about celebrating ideas, sharing knowledge, and showing how ServiceNow can drive both business impact and meaningful user value. Come learn. Come support. Come get inspired. Refreshments and bites will be provided. And maybe next time… you’ll be on stage.