Marketing Analytics

Our next **DataTalks TLV meetup** will explore one of the most exciting emerging directions in machine learning: **Tabular Foundation Models**. For decades, structured data problems have been dominated by tree-based models like XGBoost and Random Forest. While deep learning transformed NLP and vision, it consistently struggled to outperform classical methods in tabular settings. Over the past year, a new paradigm has begun reshaping the field — bringing foundation model thinking into structured data. *** ## The Talk 🌐 **From Trees to Transformers: The Rise of Tabular Foundation Models** Speaker: Alan Arazi In this session, Alan will: * Provide a clear overview of the tabular learning landscape * Explain why deep learning historically underperformed on tabular tasks * Introduce TabPFN — a breakthrough model trained to perform Bayesian inference over tabular datasets * Dive into how it is trained, how it works, and what makes it fundamentally different * Discuss what this shift means for the future of data science This talk is designed for ML practitioners, researchers, and data professionals who want to understand what comes after gradient boosting and how foundation models may finally unlock deep learning’s potential for structured data. *** ## ‍‍About the Speaker 👨🏻‍🏫 Alan Arazi is a PhD candidate at the Technion under Prof. Roi Reichart, researching Tabular Foundation Models. After five years working with large language models at AI21, he joined Prior Labs — the company behind TabPFN — where he works at the frontier of structured data modeling. *** ## Location📍 * April Offices * 7 Totseret HaAretz St., Tel Aviv-Yafo * Networking and Q&A included. We hope to see you there!

Sadly, the event was postponed due to the war. We will update you as soon as possible about the new date **Web3 Devs Underground - Monthly Meetup** **About the event:** 🎙 Brought to you by [Israel Web3 Developers Underground](http://web3devs.org/) × [3MI LABS](https://www.3milabs.tech/) Powered by [Masterkey VC](http://masterkey.vc/) **Date & Time** 📅 **Sunday, March 15, 2026** **Time:** 18:00 - 21:00 **Location:** [Herzog, Fox & Ne'eman Offices](https://share.google/ldkTfW8mYRsInJAMn) Yitzhak Sadeh St 6, Tel Aviv-Yafo ## Speakers: 1. [Prof. Tomer Ashur](https://www.linkedin.com/in/tomerashur/), Cryptographer & CEO @ [3MI LABS](https://www.3milabs.tech/) 2. **TBD** **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](https://t.me/Amit_Shilo)) * Community Managers: Amit Shilo, Eden Luttenberg, Alon Kivity, Alon Ben Lavy. * Founded by Shauli Rejwan and Roy Osherove. **RSVP Now!** Secure your spot for an evening of knowledge-sharing and networking. *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/@israelweb3devunderground](https://www.youtube.com/@israelweb3devunderground) (Watch our content) Calendar – [https://luma.com/web3devs_underground](https://luma.com/web3devs_underground) **See You There! (Also Online)**

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

מוזמנים/ות לסדנת נגרות - אדנית עץ מעוצבת במפגש אחד. במהלך הסדנה נתנסה במיומנויות נגרות בסיסיות: ניסור, שיוף, קדיחה והברגה ונתנסה בעבודה עם עץ, כל הדרך מחומר הגלם ועד לתוצר המוגמר. למבוגרים/ות (16+). עלות: 250 ש”ח למשתתף/ת מחיר לתושבי יהוד – 200 ש”ח למשתתף/ת שימו לב: לא מספיק להרשם במיטאפ יש להרשם גם בקישור הבא , שם תמצאו גם פרטים נוספים https://link.makelab.org.il/planter-carpentry

Our next **DataTalks TLV meetup** will explore one of the most exciting emerging directions in machine learning: **Tabular Foundation Models**. For decades, structured data problems have been dominated by tree-based models like XGBoost and Random Forest. While deep learning transformed NLP and vision, it consistently struggled to outperform classical methods in tabular settings. Over the past year, a new paradigm has begun reshaping the field — bringing foundation model thinking into structured data. *** ## The Talk 🌐 **From Trees to Transformers: The Rise of Tabular Foundation Models** Speaker: Alan Arazi In this session, Alan will: * Provide a clear overview of the tabular learning landscape * Explain why deep learning historically underperformed on tabular tasks * Introduce TabPFN — a breakthrough model trained to perform Bayesian inference over tabular datasets * Dive into how it is trained, how it works, and what makes it fundamentally different * Discuss what this shift means for the future of data science This talk is designed for ML practitioners, researchers, and data professionals who want to understand what comes after gradient boosting and how foundation models may finally unlock deep learning’s potential for structured data. *** ## ‍‍About the Speaker 👨🏻‍🏫 Alan Arazi is a PhD candidate at the Technion under Prof. Roi Reichart, researching Tabular Foundation Models. After five years working with large language models at AI21, he joined Prior Labs — the company behind TabPFN — where he works at the frontier of structured data modeling. *** ## Location📍 * April Offices * 7 Totseret HaAretz St., Tel Aviv-Yafo * Networking and Q&A included. We hope to see you there!

Sadly, the event was postponed due to the war. We will update you as soon as possible about the new date **Web3 Devs Underground - Monthly Meetup** **About the event:** 🎙 Brought to you by [Israel Web3 Developers Underground](http://web3devs.org/) × [3MI LABS](https://www.3milabs.tech/) Powered by [Masterkey VC](http://masterkey.vc/) **Date & Time** 📅 **Sunday, March 15, 2026** **Time:** 18:00 - 21:00 **Location:** [Herzog, Fox & Ne'eman Offices](https://share.google/ldkTfW8mYRsInJAMn) Yitzhak Sadeh St 6, Tel Aviv-Yafo ## Speakers: 1. [Prof. Tomer Ashur](https://www.linkedin.com/in/tomerashur/), Cryptographer & CEO @ [3MI LABS](https://www.3milabs.tech/) 2. **TBD** **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](https://t.me/Amit_Shilo)) * Community Managers: Amit Shilo, Eden Luttenberg, Alon Kivity, Alon Ben Lavy. * Founded by Shauli Rejwan and Roy Osherove. **RSVP Now!** Secure your spot for an evening of knowledge-sharing and networking. *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/@israelweb3devunderground](https://www.youtube.com/@israelweb3devunderground) (Watch our content) Calendar – [https://luma.com/web3devs_underground](https://luma.com/web3devs_underground) **See You There! (Also Online)**

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

מוזמנים/ות לסדנת נגרות - אדנית עץ מעוצבת במפגש אחד. במהלך הסדנה נתנסה במיומנויות נגרות בסיסיות: ניסור, שיוף, קדיחה והברגה ונתנסה בעבודה עם עץ, כל הדרך מחומר הגלם ועד לתוצר המוגמר. למבוגרים/ות (16+). עלות: 250 ש”ח למשתתף/ת מחיר לתושבי יהוד – 200 ש”ח למשתתף/ת שימו לב: לא מספיק להרשם במיטאפ יש להרשם גם בקישור הבא , שם תמצאו גם פרטים נוספים https://link.makelab.org.il/planter-carpentry

Evolve exists to connect women entrepreneurs connect with one another, serve one another, and help one another overcome challenges in marketing, sales, networking, and professional development. [Add to Calendar](evolvecolumbus.eventcalendarapp.com) What to Expect: \~ Welcome team to greet you, introduce you to others, and make sure you feel a part of the group from your very first meeting \~ Welcome & Introductions: 15 second introductions \~ 15 Minute Speaker Spotlight: Member speaker who shares a bit of her story, how she got to doing what she does, and a tangible tip she uses to gain success in her business. No hard selling...no expectations. Simply giving the group an opportunity to get to know her and her journey. \~ 20 Minute Break Out Sessions: Small groups is where we connect best. Extroverted and Introverted alike get the opportunity to share on a deeper level and learn from one another. \~ Take Aways: Hear what the other groups talked about and share resources to grow yourself and your business \~ Grow Time!: Do you need a specific connection to a person, company, or industry? Share it with us! We love to open our networks to one another and grow together! Guests are always welcome. Please contact Mentor Director Donna Schomer at Donna@EvolveWomensNetwork.com for more information. We'd love to meet you!

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

Let's grab some coffee/food and share a morning chat! The East Market has an ample parking lot and outdoor and indoor seating. Grab a cup of coffee from Winston's Coffee & Waffles or on your way to East Market and meet us on the second floor - table behind or east of the elevator. Per what this group is about: "Everyone is welcome! International transplants to Columbus who want to improve language skills, Columbus residents who want to discuss international travel and culture, and anyone who enjoys getting together for good conversations."

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.)

Have a small business? Ever wish you could just ask some questions around how to grow your business, get more customers or just know what the freak you are doing with sales? Now is your chance!! Every month we are hosting the "Ask an Expert" at the Columbus Metro Library, Main campus. I will be there to answer your Sales related questions. Drop-in for sales coaching designed to help small business owners, entrepreneurs, and sales professionals sharpen their sales approach. Whether you have questions on how to refine your pitch, are looking to close deals more quickly, or are working on building better client relationships, Smashing Your Sales Goals Coaches are here to help. Drop-in to get expert insights, actionable strategies and real-time solutions to grow your business and generate higher profits. Drop-In Sales Coaching is FREE + OPEN to the public. No appointment needed. First come, first served. EPIC Learning created. Accelerate Columbus supported.

Please Join GDG Cloud Indy for a live demonstration of latest Google AI Tools for building apps, followed by practical examples of enterprise production. Coming to central Indy. The Lineup: 11:00 AM AI-Assisted Development with Antigravity Google Antigravity is an agent-first IDE. We will move beyond standard code completion to explore how autonomous agents can orchestrate terminal tasks, manage dependencies, and perform UI testing directly within the development environment. This session includes a walkthrough of Antigravity's core interface followed by a live demo building a simple full-stack webapp to show how these agentic workflows function in practice. Speaker : Anil Yanamandra is a Solutions Architect with 17+ years of experience building global, consumer-facing applications. He is currently focused on transforming legacy enterprise processes and systems through the strategic application of Generative AI. A hands-on practitioner in the rapidly evolving AI landscape, Anil constantly explores the latest tools and methodologies to bridge the gap between cutting-edge research and production-ready AI engineering. 11:40 AM Real Life AI Coding Examples Review real-life examples of applications and utilities created with AI code-assist tooling, as well as security and safety considerations pertaining to developing and using AI tools in a large organization. Speaker : Jeff Price is a Senior Technical DevOps Manager at Red Hat, and leads a technical team responsible for Enterprise Resource Planning systems and software delivery pipelines for Go to Market systems. He has a background in IT Infrastructure, Public and Private Cloud, and DevOps. The Perks: 🎁 Exclusive GDG Swag for attendees! 🍕 Pizza & Soft Drinks (for in-person guests). 🤝 Networking & Q&A with local industry leaders. Also, Check our Meetup page at https://www.meetup.com/gdgcloudindy/ See you there! P.S.-> Parking Vouchers instructions will be available to attendees for Free garage parking. This is a hybrid event. Join the event virtually at https://gdg.community.dev/events/details/google-gdg-cloud-indy-presents-build-real-world-ai-apps-with-google-antigravity/ or in person at Lacy School of Business (LSB) , Dugan Hall (DH 118 Classroom) , Butler University - 625 Butler Way Indianapolis, 46208 *** Agenda *** Speakers Anil Yanamandra Anil Yanamandra is a Solutions Architect with 17+ years of experience building global, consumer-facing applications. He is currently focused on transforming legacy enterprise processes and systems through the strategic application of Generative AI. A hands-on practitioner in the rapidly evolving AI landscape, Anil constantly explores the latest tools and methodologies to bridge the gap be… Jeff Price - Red Hat (Senior Technical DevOps Manager) Jeff Price is a Senior Technical DevOps Manager at Red Hat, and leads a technical team responsible for Enterprise Resource Planning systems and software delivery pipelines for Go to Market systems. He has a background in IT Infrastructure, Public and Private Cloud, and DevOps. Host Olga Scrivner - Scrivner Solution Inc. (President) Olga is an Assistant Computer Science and Software Engineering Professor at Rose-Hulman Institute of Technology. She is also a President and Co-Founder of Scrivner Solution Inc. Olga’s passion is upskilling and mentoring women in STEM. She is a Women TechMakers Ambassador and a member of the Executive Committee for the IEEE Women in Engineering (Central Indiana) chapter. Olga’s current researc… Complete your event RSVP here: https://gdg.community.dev/events/details/google-gdg-cloud-indy-presents-build-real-world-ai-apps-with-google-antigravity/.

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.