Data Mining

**Ness Cloud \| Microsoft \| BITS Cloud4Startups** Join us for an inspiring meetup to explore how Ness and Microsoft Azure can fuel your startup’s success **Supercharge Your Startup with Ness Bits Program Powered by Microsoft Azure** 📅 12/02/2026 📍 Microsoft Tel-Aviv *The event will be hosted by Michal GologorskyStartups Territory Manager, Cloud & AI, Microsoft* *** **Agenda** 09:00 - **Welcoming** 09:30 - **The International BITS Accelerator Program will charge your startup with Resources, Benefits & Investments – What’s in it for you?!** Shay Rapaport, BITS Program Director, Ness.Cloud 09:50 - **Scale Without Limits: Navigating Your Startup Journey with Microsoft** Itai Rauch, Senior Startups Executive, Microsoft 10:10 - **Power Panel with The BITS Startups** Moderated by Shay Rapaport, BITS Program Director, Ness.Cloud 10:40 **Brunch Break** 11:15 **Agentic AI: Your Startup’s New Workforce** Marina Marenkov, Senior Cloud Solutions Architect, Microsoft 11:45 - **Your Fast Track to Azure Marketplace – Be Where Enterprises Buy Tech!** David Chouraqui, Biz-Dev, Ness.Cloud 12:00 - **Next October – Will be Better Commemoration and innovation** Izhar Shay, Former Minister of Science & Technology & Co-founder Next October 12:30 - **PipleBiz – Invest in the next big startup** Or Benun, founder & CEO of PipleBiz 13:15 - **Sweet ending** *** **Registration** * The invitation is personal & non-transferable * Participation is free of charge but prior registration & approval is required

כלי AI שעושים למצגות ואו, בפורום היועצים! מפגש עסקי ליצירת קשרים מניבים ושיתופי פעולה איכותיים עם ערך מוסף. לפרטים וההרשמה: [https://tinyurl.com/5xr67eym](https://tinyurl.com/5xr67eym) יום חמישי, 12.02.26, בשעה 10:00, נפגשים בסטודיו פריים ביי פריים במתחם הבורסה בר"ג (מרחק הליכה קצר מהרכבת). בואו ליצור קשרים איכותיים בפורום ה- B2B הותיק ביותר בארץ! המפגש מיועד למי שנותן שירות לעסקים, ארגונים, חברות ויזמים מכל התחומים (B2B). הביאו כרטיסי ביקור והבטיחו את מקומכם בהקדם. מחכים להיפגש!

TAMI π is a curated meeting, workshop or presentation about a topic in math. It happens every two weeks at TAMI. The event is hosted by a different person each time. You can come, learn topics and share ideas in an open and informal atmosphere. This time Amit Yaron will talk about [fractional calculus](https://en.wikipedia.org/wiki/Fractional_calculus). For proposing a presentation or topic you can drop us a line. תאמי פי הוא מפגש אוצר, סדנה או מצגת על נושא במתמטיקה. זה קורה כל שבועיים בתאמי. את האירוע מנחה אדם אחר בכל פעם. תוכלו לבוא, ללמוד נושאים ולחלוק רעיונות באווירה פתוחה ונעימה. הפעם עמית ירון ידבר על [חשבון אינפיניטסימלי שברי](https://en.wikipedia.org/wiki/Fractional_calculus). להצעת מצגת או נושא ניתן לפנות אלינו.

This event is being promoted by many groups. This is an online event. Participants can be located anywhere in the world! This event is FREE to attend! To get the login link, visit: [AI Consulting Certification Webinar](https://events.aiunleashedglobalsummit.com/ai-consultant-certification-webinar-feb-12-26-email?am_id=IPOGlobalScale) or https://events.aiunleashedglobalsummit.com/ai-consultant-certification-webinar-feb-12-26-email?am_id=IPOGlobalScale (Copy and paste into your browser.) Hurry! Slots are limited! **In this transformative webinar, you'll discover:** **How to embrace the AI revolution to reshape your business, launch new ideas to the market and create immense wealth.** **Strategies for selecting the perfect AI solutions tailored to your unique business needs and goals.** **The secret to unlocking time freedom and endless opportunities for you and your family.** **An inside look at how their private clients are transforming their businesses daily with AI automated workflows** And more! **The speaker will present about how to use AI to get more high quality leads and appointments booked on your calendar using bots, how to increase your conversion, launch products faster than ever to the marketplace, immediately internationalize your company with new mind blowing AI tools (that handle live language and video translation), how to automate mundane tasks and much, much more!** **Register for this mind expanding web-class where he shows you incredible demos of things they are doing to rapidly launch grow and scale their clients companies and projects, and what tools they are using daily to exponentially scale up the revenue of more than 60K entrepreneurs, business owners , agencies, experts and professional service companies that have participated in this course already this year!** **Remember, opportunities like these are rare. Massive wealth is changing hands right now due to this transforming technology! Register now and secure your spot on this life-changing webinar!** **Here's a list of ways AI can allow you to become more efficient and productive!** 1. **Automate customer service with AI-powered chatbots** 2. **Enhance personalized marketing with AI-driven customer segmentation** 3. **Optimize pricing strategies through AI-based dynamic pricing** 4. **Improve sales forecasting with AI-powered predictive analytics** 5. **Streamline inventory management using AI for demand forecasting** 6. **Enhance content creation with AI-generated copy and visuals** 7. **Implement AI-driven A/B testing for marketing campaigns** 8. **Improve lead scoring and qualification with AI algorithms** 9. **Enhance SEO with AI-powered keyword analysis and optimization** 10. **Automate email marketing campaigns using AI-driven personalization** 11. **Use AI to identify and target high-value customers** 12. **Implement AI-driven customer churn prediction and prevention** 13. **Enhance ad targeting and bidding strategies with AI** 14. **Automate social media management using AI-powered tools** 15. **Improve product recommendations with AI-driven algorithms** 16. **Implement AI-powered sentiment analysis for brand monitoring** 17. **Enhance user experience with AI-driven website optimization** 18. **Improve fraud detection and prevention with AI-based systems** 19. **Streamline supply chain management with AI-driven logistics** 20. **Use AI to optimize employee recruitment and retention** 21. **Automate repetitive tasks with AI-powered Robotic Process Automation (RPA)** 22.

TAMI π is a curated meeting, workshop or presentation about a topic in math. It happens every two weeks at TAMI. The event is hosted by a different person each time. You can come, learn topics and share ideas in an open and informal atmosphere. This time Amit Yaron will talk about [fractional calculus](https://en.wikipedia.org/wiki/Fractional_calculus). For proposing a presentation or topic you can drop us a line. תאמי פי הוא מפגש אוצר, סדנה או מצגת על נושא במתמטיקה. זה קורה כל שבועיים בתאמי. את האירוע מנחה אדם אחר בכל פעם. תוכלו לבוא, ללמוד נושאים ולחלוק רעיונות באווירה פתוחה ונעימה. הפעם עמית ירון ידבר על [חשבון אינפיניטסימלי שברי](https://en.wikipedia.org/wiki/Fractional_calculus). להצעת מצגת או נושא ניתן לפנות אלינו.

Hosted by [Perion](https://perion.com/)! **Location**: דה וינצ׳י 2, תל אביב נא להביא תעודה מזהה כדי לקבל כרטיס כניסה במכונה Agenda: * Mingling * Talk 1: Sync Contracts, Async Execution: The Magic of gRPCQueue by Aviyam Ivgi * Break * Talk 2: Miki Tabeka on the coolest features from latest go versions and newest features just released with go 1.26

ביום שישי 13.02.2026 ניפגש למיטאפ בנושא ״גאווה כשאפתנות מוסרית״ מתוך הספר ״אובייקטיביזם הפילוסופיה של איין ראנד״ את המפגש יעביר אייר רייכל, עמית מרכז איין ראנד לקריאת הנושא [https://drive.google.com/file/d/1Fu-zj9h1neuX2KImbLr_ZSpvaGw7Dkuh/](https://drive.google.com/file/d/1Fu-zj9h1neuX2KImbLr_ZSpvaGw7Dkuh/) **\*\*\*המפגש מיועד לקהל הרחב ולא מצריך ידע מוקדם מעבר לקריאת המאמר\*\*\*** תכנית: 10:45-11:15 התכנסות 11:15-12:45 דיון על המאמר 12:45 אפטר מיטאפ: קונים אוכל ושתייה בשרונה מרקט וחוזרים למינגלינג בוויוורק הדיון מתחיל ונגמר בזמן. נא לדייק ולא לאכול במהלך הדיון [תרומות למרכז איין ראנד ופעילות המיטאפ כאן](https://www.aynrand.org.il/donate) . הנחיות כניסה: יש להיכנס בכניסה א' של שרונה מרקט, מול מסעדת "מקסיקנה" יש דלת לחדר מדרגות, יש לעלות לקומה ה3 ולצלצל לפתיחת הדלת לאייר רייכל 050-5210025. ניתן גם לכתוב בקבוצת הוואטסאפ של המיטאפ. ניתן להגיע באמצעות הרכבת הקלה - תחנת יהודית למגיעים ברכב, חניה מומלצת ב"חניון פלטיניום" (מופיע בוייז). במחיר 20 ש"ח, חניונים אחרים יהיו יקרים יותר ניתן גם לחנות בחניון "מילניום" שקצת רחוק יותר ב10 שח עם אפליקציית סנטרל פארק. לאחר המפגש, ממשיכים לבלות במתחם וויוורק, נהוג לקנות אוכל במרקט למטה ולחזור לאכול במתחם. מתלבטים ביחס להתאמת התוכן? אופי המפגש? מוזמנים לפנות ולהתייעץ עם בועז.

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

Join us for some focused writing time. All writers and all experience levels are welcome and don’t worry, no one will see what you've written. This session is about getting your writing done and meeting other writers in your area. When you show up, say hello to everyone, grab a drink, and get your writing tools ready. Once you’re all settled, take some time to chat with your fellow writers. Once everyone’s arrived, I will lead quick introductions and then set the timer for our quiet and focused writing session. Afterward, we’ll have time to chat and get to know each other. We often talk about our successes and challenges as writers. If you don’t have time to stick around, no worries! **A note about the format** We don’t host critiques or readings. These events are a safe space for writers of all skill levels and genres to work on their craft, so no one will read or critique your writing. For our full event schedule, visit [https://shutupwrite.com](https://shutupwrite.com). **Other Important Details:** WiFi name/password: TBD Venue Guidelines: Please thank our hosts by purchasing something.

This event is being promoted by many groups. This is an online event. Participants can be located anywhere in the world! This event is FREE to attend! To get the login link, visit: [AI Consulting Certification Webinar](https://events.aiunleashedglobalsummit.com/ai-consultant-certification-webinar-feb-12-26-email?am_id=IPOGlobalScale) or https://events.aiunleashedglobalsummit.com/ai-consultant-certification-webinar-feb-12-26-email?am_id=IPOGlobalScale (Copy and paste into your browser.) Hurry! Slots are limited! **In this transformative webinar, you'll discover:** **How to embrace the AI revolution to reshape your business, launch new ideas to the market and create immense wealth.** **Strategies for selecting the perfect AI solutions tailored to your unique business needs and goals.** **The secret to unlocking time freedom and endless opportunities for you and your family.** **An inside look at how their private clients are transforming their businesses daily with AI automated workflows** And more! **The speaker will present about how to use AI to get more high quality leads and appointments booked on your calendar using bots, how to increase your conversion, launch products faster than ever to the marketplace, immediately internationalize your company with new mind blowing AI tools (that handle live language and video translation), how to automate mundane tasks and much, much more!** **Register for this mind expanding web-class where he shows you incredible demos of things they are doing to rapidly launch grow and scale their clients companies and projects, and what tools they are using daily to exponentially scale up the revenue of more than 60K entrepreneurs, business owners , agencies, experts and professional service companies that have participated in this course already this year!** **Remember, opportunities like these are rare. Massive wealth is changing hands right now due to this transforming technology! Register now and secure your spot on this life-changing webinar!** **Here's a list of ways AI can allow you to become more efficient and productive!** 1. **Automate customer service with AI-powered chatbots** 2. **Enhance personalized marketing with AI-driven customer segmentation** 3. **Optimize pricing strategies through AI-based dynamic pricing** 4. **Improve sales forecasting with AI-powered predictive analytics** 5. **Streamline inventory management using AI for demand forecasting** 6. **Enhance content creation with AI-generated copy and visuals** 7. **Implement AI-driven A/B testing for marketing campaigns** 8. **Improve lead scoring and qualification with AI algorithms** 9. **Enhance SEO with AI-powered keyword analysis and optimization** 10. **Automate email marketing campaigns using AI-driven personalization** 11. **Use AI to identify and target high-value customers** 12. **Implement AI-driven customer churn prediction and prevention** 13. **Enhance ad targeting and bidding strategies with AI** 14. **Automate social media management using AI-powered tools** 15. **Improve product recommendations with AI-driven algorithms** 16. **Implement AI-powered sentiment analysis for brand monitoring** 17. **Enhance user experience with AI-driven website optimization** 18. **Improve fraud detection and prevention with AI-based systems** 19. **Streamline supply chain management with AI-driven logistics** 20. **Use AI to optimize employee recruitment and retention** 21. **Automate repetitive tasks with AI-powered Robotic Process Automation (RPA)** 22.

I love my job and one of the main things I do is help customers get going with any of the data technologies at Microsoft. Right now there are a lot of my customers asking about Microsoft Fabric. It's hard to weave across all the shiny new options across the Fabric landscape, let alone figure out where it fits into your organization. In this session we'll focus on answering one question - how can I get data into Fabric? We'll talk through the "it depends" options and see some of the options in live demos.

Join the Columbus AI community for our quarterly gathering — a casual, community-focused evening where everyone has a chance to share, learn, and connect. These open mic–style events give anyone in the community up to **5 minutes** to present a project, share a tool, pose a question, or offer a perspective on the evolving AI space. No slides required — just a welcoming space to exchange ideas and keep the local AI conversation moving. If you’d like to take the stage, message **Chris (the organizer)** with a **title and short description** of what you’d like to share. 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)

**Abstract:** The Advanced Photon Source (APS) is an X-ray light source at Argonne National Laboratory where researchers perform imaging, diffraction and spectroscopy experiments at 68 specialized beamlines. APS recently completed a major upgrade that made it the brightest synchrotron in the world and upgraded many of the beamlines to take advantage of the dramatically brighter, more coherent beam. These new capabilities are increasing the facility’s raw data production from <10 PB/year before the upgrade to >100 PB/year once all instruments are back online. To meet this data challenge, the APS Beamline Data Pipeline project team is partnering with beamline staff to develop and deploy science data pipelines that use a common set of open-source software tools (many written in Python) to link instruments with the Polaris supercomputer at the Argonne Leadership Computing Facility (ALCF) for data processing. This talk will describe the APS data systems, our file-based and streaming pipeline templates, and some of the open-source software we use to extract scientific insights from beamline data. **Audience Takeaway:** Open source Python data acquisition and analysis tools are ubiquitous at the APS. Many of the packages that are mentioned can be found at [https://github.com/AdvancedPhotonSource](https://github.com/AdvancedPhotonSource). This is a *hybrid* event. To attend online, join us on Zoom here at 6pm: [https://numfocus-org.zoom.us/j/89399976851?pwd=UEgMUZXdYmKdK1x1dIPL6hwUYnp7NW.1](https://numfocus-org.zoom.us/j/89399976851?pwd=UEgMUZXdYmKdK1x1dIPL6hwUYnp7NW.1) **Sponsor**: Grainger will provide the meeting site, as well as snacks for the onsite participants. * **Address:** 222 W Merchandise Mart Plaza, 18th Floor, Chicago, IL 60654 * **Grainger's Overview:** W.W. Grainger, Inc., is a leading broadline distributor with over $17 billion in revenue. At Grainger, We Keep the World Working® by serving more than 4.5 million customers worldwide with maintenance, repair, and operating (MRO) products and services delivered through innovative technology and deep customer relationships. Our machine learning team builds broadly across search, recommendations, product matching, computer vision, and generative AI. * **Logistics**: To access the Grainger office, we require **first and last names** of those who RSVP'd by **Feb 11**. Please take the main elevators at the center of the Mart. Attendees will then present their **IDs** when they arrive at the front desk on the 18th floor.

**Important time note:** Please plan on arriving between 5:30 and 6:00 as the elevators lock after 6 and you'll need to message us and we'll need to come get you. The building address is 4450 Bridge Park The entrance is 6620 Mooney St, Suite 400 **Abstract** TBD **YouTube Link** TBA

**We'll have two meetings covering AI - this one is for RStudio** We will review which AI features are linked in for RStudio, and a quick demonstration of using AI to write R code with external AI (such as ChatGPT, ClaudeAI, etc.) The code will be either run on Posit Cloud (RStudio on the web) or in RStudio desktop (from a Github repository). **Edit:** The repository is at: https://github.com/BarryDeCicco/AARUG_AI_RStudio_2026_02_12. To run some files, you will need to set up an Anthropic key (for Claude AI). Instructions can be found by googling 'how to set up an anthropic key'. **Edit:** Posit has started a beta test of their new AI, Assistant . The instructions are at: https://posit-ai-beta.share.connect.posit.cloud/#getting-started **Sign up now! The program will stop letting people in by Friday.** **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/87236570854?pwd=zhj9DSebB1LaBeam4LFF90OHFVzPrz.1 Passcode: 012862 **If you can't get in, please call me at: 734 223-3307** **Document source:**

**NEW LOCATION: 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). See the handy Parking Map - we recommend street parking. [Street Parking Map](https://docs.google.com/presentation/d/1u2A4fLNlxwLJn0KA_hKc8bnFlFHLvsHBDh-_8wzX_tk/edit?usp=sharing) 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 centralohpython@gmail.com

**NEW LOCATION: 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). Lonnie Morgan will be presenting information about the DLT Library. "The Python library `dlt` provides a powerful [REST API toolkit](https://dlthub.com/docs/dlt-ecosystem/verified-sources/rest_api/basic) to ingest data. Combined with our [LLM scaffolds](https://dlthub.com/workspace) and [MCP server](https://dlthub.com/docs/hub/features/mcp-server), you can build a custom connector for any of the 8k+ available sources in 10 minutes by following this guide. Building with LLMs is an iterative process. We will follow this general workflow and give practical tips for each step." See Our [Parking Map](https://docs.google.com/presentation/d/1u2A4fLNlxwLJn0KA_hKc8bnFlFHLvsHBDh-_8wzX_tk/edit?usp=sharing) 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 centralohpython@gmail.com