Business Analytics

הדבר הכי חם בזירת ה- AI כרגע הוא OpenClaw \- פרויקט סוף\-שבוע תמים שהידרדר לטירוף מוחלט\. בוט אישי שמנהל לכם את החיים: מתכתב בוואטסאפ\, מברר עניינים\, נכנס לאתרים\, עונה למיילים\, מדבר עם בוטים אחרים\, מקשיב\, עונה בקול ולרגעים גם נראה שהוא מבין יותר מכם מה צריך לקרות עכשיו\. ו… כן\. זה Open Source. 🤯 אסף צ’פרק, נשיא ו- CTO בחברת Shifters AI , ניסה, נשבה ויבוא לספר איך בונים כזה דבר באמת. למבוגרים/ות (15+). שימו לב: לא מספיק להרשם במיטאפ יש להרשם גם בקישור הבא , שם תמצאו גם פרטים נוספים https://link.makelab.org.il/OpenClaw

## 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 🎉

**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)

**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)

### **VINI VICI - SKAZI - DALIT RECHESTER** ### **PURIM ALL STAR RAVE 2026** [כרטיסים מוזלים במכירה מוקדמת](https://go-out.co/event/purimallstarrave2026?ref=a3fi92ff02) השילוש הקדוש מגיע למופע הכוכבים של השנה **במתחם האירועים** **L1** **ויני ויצ׳י** עם האנרגיה שמטלטלת פסטיבלים ברחבי העולם — מהשמות הגדולים שיצאו מישראל לבמות המרכזיות של Tomorrowland, Ultra ו-EDC, עם סאונד שהפך לחותמת עולמית. **סקאזי** על העמדה עם הדרייב הבלתי נגמר — האייקון הנצחי של סצנת הטראנס הישראלית, שם שמזוהה עם הדור שבנה את הסאונד המקומי והפך אותו לבינלאומי. ו**דלית רצ׳סטר** סוגרת את המשולש עם סט חד, מדויק ומלא גרוב — עומק, נוכחות וסגנון שמרימים את הרחבה הכי גבוה שיש, כמו שראוי למלכה של הסצנה שלנו. לפני ואחרי: RONEN LA-V ROI PLINER רחבת 80/90: BOAZ SHMUEL 🎶 שלושה שמות ענק, לילה מיוחד — כשכל הכוכבים מסתדרים במקום אחד 💫

לפעמים כל מה שהנשמה צריכה — זה רגע אחד של שקט. אנחנו נפגשים מדי שלישי ב-19:30, ליד דיזנגוף סנטר, למדיטציה פתוחה של מיינדפולנס אין צורך בניסיון קודם – רק להגיע, לנשום ולהיות. הצטרפו לקבוצה שלנו לקבלת עדכונים ורגעים של השראה: https://chat.whatsapp.com/IS24RfuAp8z97b1ZV1Krio לפרטים נוספים מוזמנים לשלוח הודעה 0535-208-535

Ready to scale your RAG, AI workloads, and search? Join us Thursday 5th March 2026 on AWS TLV Floor 28 for a content-packed session in collaboration with AWS about using OpenSearch for AI-Powered Data Analytics and modern search methods: Semantic Search, S3 Vectors and GraphRAG. Please register here: https://aws-experience.com/emea/tel-aviv/event/0c9fcbcd-8629-4e99-b4b0-fbca41b978c4 \* How to go beyond Keyword Search with OpenSearch \* Modernizing Retrieval with Semantic Search and Query Intent Understanding \* Hybrid search and Agentic RAG \* Knowledge Graphs, GraphRAG, and Neuro-Symbolic AI \* Structured intelligence for GenAI \* Amazon S3 Vectors for vector search at billion scale Agenda: **Beyond Keyword Search - Modernize Retrieval with Semantic Search and Beyond with OpenSearch,** Itamar Syn-Hershko, BigData Boutique Explore how semantic search transforms information retrieval by understanding meaning and context rather than just matching keywords. Learn how OpenSearch's vector engine enables sub-second semantic search across billions of vectors combined with text-search, powering intelligent applications from recommendation engines to conversational search experiences. We'll also discuss sparse vs dense vector embeddings, using LLMs to derive and leverage query intent, and more. **Unlocking Structured Intelligence for Generative AI with Knowledge Graphs, GraphRAG and Neuro-Symbolic AI,** Baruch Assif Osoveskiy, AWS Discover how knowledge graphs enhance Retrieval Augmented Generation (RAG) by providing structured, interconnected information for more accurate and explainable AI responses. Learn how GraphRAG combines the power of graph databases with large language models to deliver contextually rich, grounded answers. **OpenSearch + Amazon S3 Vectors - Cost-Optimized AI-Ready Storage,** Roi Gamliel, AWS Learn how Amazon S3 Vectors introduces native vector support at cloud scale, reducing storage and query costs by up to 90% compared to traditional vector databases. Discover how to store billions of vectors with sub-second query performance while leveraging S3's industry-leading durability and scalability.

Thinking about starting a career in tech? Join us for our Purim Open Day on March 5th, 17:00–19:00 at Developers Institute 🎉 Come meet our alumni and current students, talk to our professional team, and get real answers about studying and launching your tech career. We’ll have free food and drinks, a special Purim celebration, crazy discounts for attendees, and of course — a great vibe. Come dressed up, bring your questions, and let’s talk about your next step 🚀 ✅ Reserve your spot now : [https://developersinstitute.typeform.com/open-day#source=MEETUP](https://developersinstitute.typeform.com/open-day#source=MEETUP) **About Developers.Institute 🇮🇱** Developers.Institute is Israel’s premier English coding bootcamp, offering Full Stack, Data Analytics, and GenAI & Machine Learning programs. Our graduates work at leading Israeli startups and global tech companies. 🚀 Join us — and start your journey into Israel’s tech world: 👉 [http://developers.institute](http://developers.institute/)

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

How do large tech companies get thousands of engineers to actually adopt AI, not just experiment with it? Not just through top-down mandates, but through guilds, task forces and communities that create momentum from within. Join us for an event where engineering leaders who've done this share their playbooks so that you can do it too. **This meetup is hosted by HoneyBook Engineering and Glue.** —---- **Agenda:** 18:00 - 18:30 - Food, drinks and mingling 18:30 - 20:00 - **Hadar Bismut** \| AI Communities & Guilds Builder \, Glue Making AI stick: How Guilds and Communities Drive AI Adoption from Within **Daniel Kidon** \| Backend Guild Lead\, HoneyBook Build the Road Before the Car: How Guilds Turn AI Chaos into Momentum **Asaf Bruner** \| Engineering Group Manager\, SAP Building a Digital Brain: From AI-Ready Repos to Agents in Daily Work **Lihi Kab** \| Sr\. Technical Program Manager\, HiBob From Guild to Impact: Using AI Communities to Shorten the SDLC **Asaf Yonay** \| GM AI & Velocity Platforms\, Wix Agents of Change: Moving a Large Organization to a New Operating Model 20:00 - More drinks and mingling! The talks will be delivered in Hebrew. —---- **Making AI stick: How Guilds and Communities Drive AI Adoption from Within - Hadar Bismut, Glue** How can organizations support their teams in adopting AI, and not just deploy tools and random use cases that don’t really move the needle on velocity or SDLC? Hadar Bismut, Founder of Glue, will map the community structures that make AI adoption stick: from AI Champions and AI communities to engineering and AI guilds, and why the most lasting change grows from real employee needs, not top-down decisions. This session sets the stage for the four case studies that follow. **Build the Road Before the Car: How Engineering Guilds Turn AI Chaos into Momentum - Daniel Kidon, Backend Guild Lead, HoneyBook** When "AI is the big bet," most companies don't get clarity first, they get scatter. Prototypes everywhere, competing approaches, no shared foundation. Daniel Kidon, Backend Guild Lead at HoneyBook, will share how their Engineering Guild built a cross-functional AI task force that shipped a standardized AI platform and working MVP in six weeks, before the product had a single final use case. **Building a Digital Brain: From AI-Ready Repos to Agents in Daily Work - Asaf Bruner, Engineering Group Manager, SAP** In large engineering orgs, AI creates real impact when it's grounded in product context, not just code completion. Asaf Bruner, Engineering Group Manager at SAP Labs Israel, will share how SAP’s AI Guild built a “Digital Brain” across multiple products: making repos AI-ready, connecting them into shared semantic context, and embedding agents into daily workflows. Expect architectural choices, what failed, and what they changed mid-flight. **From Guild to Impact: Using AI Communities to Shorten the SDLC - Lihi Kab, Sr. Technical Program Manager, HiBob** What happens when you stop optimizing individual tasks with AI and rethink the entire delivery lifecycle instead? Lihi Kab, Sr. Technical Program Manager at HiBob, will share how an AI-powered Product Guild broke the SDLC into phases, matched each with the right AI tools, and found where AI truly accelerates delivery, through community-led experimentation, not top-down rollouts. **Agents of Change: Moving a Large Organization to a New Operating Model - Asaf Yonay, GM AI & Velocity Platforms, Wix** Adopting AI at scale isn't a technology problem, it's an operating model problem. Asaf Yonay, GM of AI & Velocity Platforms at Wix, will share how Wix enabled democratic AI usage, created internal agents of change (AI Masters, thought leaders), and shifted from fragmented tools to workflows, redefining roles from engineers to xEngineers, Creators and Builders. —---- See you soon!

Want to turn an AI idea into a real, working system – not just a demo? In this 6-week **hands-on paid course**, you’ll design and build an AI-powered feature or MVP in small groups, with close industry mentorship. *** 🚨 **Important – PAID course & registration ONLY via Google Form** RSVP on Meetup does *not* count as registration. To join, you **must** fill out this form: 👉 https://forms.gle/aAuhDiofqT56iSMP9 Cost: **2,500 ₪ per participant**, paid by your **employer to the DataHack nonprofit** (no private payments). Full payment details & FAQ: 👉 https://bit.ly/aisysdesignFAQ *** **🛠️ What you’ll work with** • Agents, tools & function calling • RAG & data pipelines • MCP & multi-step workflows • Model serving & inference • Prompt engineering, evaluation & cost/production considerations You’ll leave with a real, working MVP or feature – not just slides or prompts. *** **👥 Who is this for?** • Data Scientists • Data / Software Engineers • AI / ML Engineers You should be comfortable coding and **come with an AI-based feature or product idea**, and commit to building it throughout the program (solo or in a small group). *** **📅 When & 📍 Where** In-person Wednesdays (6 meetings): · 4.3 · 11.3 · 18.3 · 25.3 · 15.4 · 22.4 Where: SimilarWeb TLV offices + weekly Zoom lectures ! Attendance at in-person sessions is expected. *** 🌙 About DataNights The course is part of **DataNights**, a DataHack program supporting women, diversity and knowledge-sharing in Israel’s AI & Data Science community. Your employer’s payment helps fund these activities. *** ✅ How to register 1. Fill out the form: 👉 https://forms.gle/aAuhDiofqT56iSMP9 2. Confirm your employer can pay the fee as a donation. 3. Wait for confirmation and payment instructions. **Reminder:** Meetup RSVP ≠ registration. Only those who complete the **Google Form + payment** will have a spot. 💬 Questions? Reach out to us at contact@datahack.org.il

בארבעת המפגשים נתרגל תכנות ויישום של מיקרו-בקר ESP32, כולל חיבוריות WiFi ו- Bluetooth, נלמד איך לשלב אותו עם מודלי בינה מלאכותית ונתנסה בפרויקטים אינטגרטיביים המשלבים עיבוד מקומי וענני. למבוגרים/ות ונוער 16+ בעלי ידע ונסיון בסיסי בארדואינו. עלות: 900 ש"ח (ליחיד/ה) תושב חוץ, 850 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/ESP32-AI

**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/)

**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)

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.

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!

Join other experienced and aspiring agile coaches and professionals to: * develop and practice your coaching skills in a peer-to-peer environment * share current successes and challenges in your work environment and get support from each other * learn from each other, build better relationships and experiment with new ideas

One of the most valuable parts of this community is the opportunity to think out loud with other product professionals. This session is built for exactly that. As we wrap up the quarter, it’s a great time to pause and reflect. What’s on track? What needs adjustment? Where could a small shift create bigger impact? Join fellow product professionals for a focused, interactive conversation designed to help you recalibrate for the next quarter. You’ll have the opportunity to share where you are, hear how others are thinking through similar challenges, and gain fresh perspective you can bring back to your team and organization. We’ll gather at 8:00AM, with discussion starting promptly at 8:15AM. 📍 First Watch - 7227 N High St Located in: The Shops at Worthington Ample parking is available. Food and beverages will be available for purchase. Start your morning with clarity and connection — we hope to see you there! ☀️

The March Ohio North Database Training user group meeting will be held on **March 3rd, 2026 at 5:00PM**. This will be a **HYBRID** event and we will be joined in person 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/l/meetup-join/19%3ameeting_YTg3MTY3NzItODI3OS00MTRjLTgzYTItYTBlMjY5NTQ5MzU4%40thread.v2/0?context=%7b%22Tid%22%3a%22b966f302-6b93-4686-9041-c084635642c5%22%2c%22Oid%22%3a%2278c760cb-657f-46aa-bd2f-7066d9403bdb%22%7d)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**: Updates and 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 ### **Data Cleansing using Data Bricks** Machine Learning is highly dependent on adequate data. Not only does quantity matter, but more importantly quality. In this session we’ll cover how to build a custom automated process using Data Bricks. This will provide methods for cleaning data in a data lake using functions in Azure. \*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.