Predictive Analytics
Meet other local people interested in Predictive Analytics: share experiences, inspire and encourage each other! Join a Predictive Analytics group.
67,117
members
63
groups
Largest Predictive Analytics groups
Newest Predictive Analytics groups
Frequently Asked Questions
Yes! Check out predictive analytics events happening today here. These are in-person gatherings where you can meet fellow enthusiasts and participate in activities right now.
Discover all the predictive analytics events taking place this week here. Plan ahead and join exciting meetups throughout the week.
Absolutely! Find predictive analytics events near your location here. Connect with your local community and discover events within your area.
Predictive Analytics Events Today
Join in-person Predictive Analytics events happening right now
The Agentic Evolution Hackathon
Build in a day. Shape the future of AI Agents. Showcase on a global stage. This hackathon isn’t simply a one-day sprint; it’s an accelerator for your idea. Finalists will demo their projects LIVE at MongoDB.local London on May 7th.
AI agents are breaking free from passive chat interfaces and starting to learn, adapt, and grow alongside us as autonomous partners, driven by breakthroughs like OpenClaw’s viral action-taking runtime and Hermes’ self-improving, persistent skills.
Now, we need to architect the next stage: creating the integrations, memory systems, and self-evolution mechanisms that allow agents to build intelligence that embeds seamlessly into our everyday lives.
Build with MongoDB and London’s best hackers to define how agents evolve from chat-bound tools into indispensable, ever-improving intelligence.
Prizes include £15,000 in cash and partner credits, awarded across the top three teams.
**Notes**:
* This event is fully in-person in London. Space is limited. Maximum team size is four. All attendees must submit an application and be approved to attend.
* In order to be eligible to win, finalists must be available on May 7th to attend MongoDB.local London and present their project.
Register and learn more here:
[https://cerebralvalley.ai/e/mongo-db-london-hackathon](https://cerebralvalley.ai/e/mongo-db-london-hackathon)
4-Hour Saturday Long Pose: Life Drawing at The Garrett Centre
### **About this event**
Ready to move beyond quick sketches? Join us for the **Saturday Slow-Draw**—a dedicated 4-hour session designed for artists who want the luxury of time.
Whether you're a painter looking to capture light and tone, or a sketcher wanting to dive deep into anatomy, this is your space. We feature a **single, professional pose** held for the entire afternoon, allowing for a focused, uninterrupted creative flow.
**The Schedule:**
* **11:45 AM:** Doors open (Arrive early to get your favorite spot!)
* **12:00 PM:** Session begins with the main pose.
* **2:00 PM:** Halfway break with **complimentary snacks and refreshments.**
* **4:00 PM:** Session ends.
**The Vibe:** Relaxed, friendly, and self-directed. We provide the easels and drawing boards and all essential materials (charcoal, pencils, sharpeners etc).
**Price:**
* **£24** per session.
* You can **drop in** and pay on the day, stay as long as you like for £7.50 p/h or secure your spot in advance via our bookwhen [https://bookwhen.com/londonlifedrawing#focus=ev-soa46-20260418120000](https://bookwhen.com/londonlifedrawing#focus=ev-soa46-20260418120000)]
***
### **📍 Finding Us (The Secret Entrance)**
The Garrett Centre can be a little tricky to navigate!
1. Head to **117 Mansford St, Bethnal Green, E2 6LX**.
2. From the front of the building, **walk around to the right-hand side** toward the rear.
3. Take the **foot ramp down to the basement** level.
4. Turn left upon entry; our studio is the door on your **right**.
> **Check out our Instagram @adriandutton_life_drawing for a pinned "How to find us" video!**
Personality Testing & Consultation
\#\#\#\# Step 1: TAKE THE TEST
The Oxford Capacity Analysis identifies 10 vital personality traits that influence your entire future.
It is a factual, scientific analysis taken from your answers, and it takes about an hour to complete.
\#\#\#\# Step 2: GET YOUR RESULTS
After you complete the test, your personality analysis is generated and displayed. Within minutes your analysis will highlight your strengths and weaknesses—which personality traits to take advantage of and which need help.
\#\#\#\# Step 3: CONSULTATION
While the analysis graph shows distinct personality traits, it is the interrelationship of these traits that provides the greater picture of your personality.
We provide a complimentary consultation with one of our trained staff, who will give a detailed evaluation of your personality analysis.
In this one-on-one consultation, you gain a better understanding of your personality strengths and weaknesses, and establish the recommended path to your fast and lasting success.
🏐Volleyball Session📍Canary Wharf 📶Mid Intermediate
**BOOK HERE**: https://sportas.co.uk/games/45708
**Game Description:**
Come and play in a Saturday evening Mid-Intermediate & Above volleyball session in Canary Wharf 🏙️
❗️Please be considerate & only sign up to this game if you’re a MID-INTERMEDIATE player or above. If we think you are a beginner/lower-intermediate player we will cancel and refund you from the game❗️
💦 Water fountain, showers and changing rooms available on site
🧭Directions:
🚶♂️5 minute walk from Canary Wharf station
**Rules**
\- 3 teams of 6
\- Games to 15 points
\- Max 2 games in a row
\- Please be kind and respectful to all players 🧡
AI Web Design Course in London for Beginners | Start Your Own Agency
Learn how to build websites using AI and start your own web design business - no experience needed.
Includes training, tools, and a 12-month opportunity.
Official partner: Tide Bank \| Powered by Brand Backie and a custom AI website builder\.
**This isn't just a course. It's a business opportunity.**
We'll show you how to:
* Build websites using AI tools
* Start and grow your own web design business
* Find and sign up paying clients
* Get your entire business system set up for FREE for 12 months (conditions apply)
***
**PLEASE READ EVERYTHING BEFORE BOOKING**
***
**WHAT MAKES THIS DIFFERENT**
This course was created by the people who actually built the tools you'll be using:
* **Brand Backie** — an AI marketing tool that helps you promote your services and find clients
* **Custom AI Builder** — a brand new AI website building platform that lets you create websites without writing any code
We also work with **Tide**, a business banking platform that gives you the proper banking setup to run your business legally from day one.
We didn't just study this stuff — we built it, we use it, and we'll show you exactly how it works.
***
**WHO IS THIS FOR?**
This is perfect for you if you:
* Have no background in web design or tech
* Want to earn money online
* Are thinking about going freelance or starting a small agency
* Want to learn AI tools and "vibe coding" (building with AI instead of writing code)
***
**WHAT YOU'LL LEARN**
* How to find businesses that need a website
* How to reach out to potential clients and get them interested
* How to build a professional website using AI — fast
* How to deliver your work in a clean, professional way
* How to set up and run your own agency
***
**WHAT YOU GET**
* Hands-on training with AI website building tools
* Access to a custom AI builder with built-in lead generation features
* A step-by-step plan to launch your agency
* A chance to qualify for up to 12 months of free access to the full system
***
**THE OPPORTUNITY**
By the end of the session, you'll know exactly how this business model works and whether it's the right fit for you.
If you decide to move forward, you'll be guided to open a Tide business bank account. This is the banking layer you need to legally operate your agency. You'll deposit a small amount (usually around £100) into your own account to get things up and running — this is your money, not a fee.
Once that's done, you'll get:
* Up to 12 months of free access to the full AI agency system (conditions apply)
* Ongoing support as you get started
* Full access to the website building and lead generation tools
* A clear action plan to land your first clients
***
**WHY COME?**
* Start a real online business from scratch
* Learn a skill that can generate income
* Build websites in minutes, not days
* Get clarity on how to find and sign your first clients
* Leave with tools and a plan you can act on immediately
***
**FORMAT**
In-person, practical workshop
***
**SCHEDULE**
* 4:00 – 4:20 PM: Welcome and overview
* 4:20 – 4:50 PM: How to get clients (beginner-friendly system)
* 4:50 – 5:30 PM: Live AI website building demo
* 5:30 – 6:00 PM: Q&A and next steps
***
**ARRIVAL - Be on Time!**
This is a structured session - everyone starts together. Please arrive on time. If you're more than 15 minutes late, you won't be able to join, as it's disruptive to the other attendees.
***
**LOCATION**
Sierra Quebec Bravo, Canary Wharf, London. Ask reception when you arrive and they'll point you to the right room.
***
**WHAT TO BRING**
* A laptop (recommended)
* A willingness to learn and take action
***
**IMPORTANT**
The 12-month free system access is offered to eligible participants based on their commitment and suitability.
***
**BOOK YOUR SPOT**
If you've been thinking about starting something for yourself, this is a great place to begin. Spaces are limited — register now.
Follow us to hear about future workshops.
Lake District Hiking Camping weekend Adventure Final 1 Spot Left
**Lake District Camping & Hiking – Bank Holiday Weekend (1 Space Left!) 🚗🔥**
**WhatsApp**
**07590 919391**
**to secure final**
**1 seat remaining.**
**⚠️**
**LAST SEAT AVAILABLE – small, friendly group (avg age 35, age range 25–40)**
**✨ About This Adventure**
Looking for an epic Bank Holiday escape? Join us for a 3-day hiking & camping adventure in the breathtaking Lake District 🏞️
This is a fully organised, stress-free trip where you can just show up, relax, and enjoy the mountains, nature, and great company.
👉 **Only 1 seat left in the car – once it’s gone, it’s gone!**
**🚗 Trip Details**
📍 Departure: Friday 5:00 PM (meet 4:30 PM, North London)
📍 Return: Monday \~8:30–9:00 PM
🏕️ **Camping:**
Friday: Wild camping 🌌
Sat & Sun: Official campsite (toilets + showers 🚿)
👥 Group: Small & social (currently 3 women in their 30s) Space for 1 more. max group size 5.
**🥾 What We’ll Do**
🔥 **Saturday** – Scafell Pike (Highest Peak)
Short & scenic route from Wasdale
\~5–6 hours total
No heavy bags – everything stays at campsite
⛰️ **Sunday** – Helvellyn via Striding Edge
One of the UK’s most iconic hikes 😍
\~7 hours (with breaks)
Optional scrambling (alternative route available)
🌊 **Monday** – Chill & Explore
Visit a stunning waterfall 💧
Relaxed lakeside walk 🌅
Drive back to London
💸 Price: £295 (All-Inclusive) ✔️ All transport (London ↔ Lake District) ✔️ Campsite fees ✔️ Food & water 🍲 ✔️ Campfire experience 🔥 ✔️ Tents & air beds available ✔️ Full trip planning & guidance
👉 **Non-profit event – you only pay the actual cost**
**🌟 Why You Should Join**
✅ Two of the most famous peaks in England
✅ No planning stress – everything sorted for you
✅ Friendly, like-minded group 👌
✅ Perfect mix of adventure + relaxation
✅ An unforgettable weekend in nature 🌄
**⚠️** Important Info **Moderate fitness required Waterproof hiking gear essential Good head for heights recommended (alternative routes available) 📲 Secure the FINAL Spot This trip is almost fully booked and we’re looking for 1 more person to complete the group. 👉 Message now on WhatsApp to secure your place: 📞** 07590 919391\*\*\*\*
**🔥 Don’t Miss Out**
**This is more than just a trip… it’s a memorable mountain adventure with great people.**
**If you’ve been thinking about doing something exciting this Bank Holiday – this is your sign. 🌄✨**
....................,.......
............................
**Disclaimer:**
**The organiser does not take responsibility for your safety or wellbeing during this hiking camping trip. Every individual is responsible for his or her own health and safety and wellbeing. You understand that your health insurance Is your responsibility and your travel insurance is your responsibility if anything goes wrong.**
**By taking part you understand that the organiser is not held responsible for anything that may go wrong. This is a hobby group and not a commercial business. Most of our events are non-profit.**
**We charge you what it costs us to make the logistics of the event possible. such as Car hire amd fuel for the car and Food and camping gear and tents and campsite rental. etc......**
Heartwarming by Hans Rocha Ijzerman
In this event, we will discuss about a science or philosophy book chosen by London Science and Philosophy Book Club. The attendees will be divided into groups and each of them will focus on a chapter in the book. This month we will discuss about a fascinating book called Heartwarming by Hans Rocha Ijzerman. If you haven't read the book, it's no problem. I will bring you up to speed with the discussion materials.
We will meet in a nice lounge area at 6 p.m for introductions. Please come on time so you will not miss out on valuable discussion midway. If you end up in the waitlist, feel free to show up.
Book Description:
A hot cup of tea, coffee, or cocoa is calming and comforting but how can holding a warm mug affect our emotions? In Heartwarming, social psychologist Hans Rocha IJzerman explores temperature through the long lens of evolution. Besides breathing, regulating body temperature is one of the most fundamental tasks for any animal. Like huddling penguins, we humans have long relied on one another to maintain our temperatures; over millennia, this instinct for thermoregulation has shaped our lives and culture.
Temperature contributed to our evolution our upright walking, our loss of fur, and our big brains and now continues to affect our lives in unexpected ways, and the link from a warm mug to our emotions is anything but straightforward. Studies have shown, for example, that a chilly deliberation room can predispose a jury to convict and that a cold day can make us more likely to buy a house. Our mind-body connection works the other way, too: thinking about friendly or caring people can make us feel warmer. Understanding how we subconsciously strive to keep our temperature in an optimal range can help us in our relationships, jobs, and even in the world of social media.
As IJzerman illuminates how temperature affects human sociality, he examines fascinating new questions: How will climate change impact society? Why are some people chronically cold, and others overheated? Can thermoregulation keep relationships closer, even across a distance? The answers offer new insights for all of us who want to better understand our bodies, our minds, and each other. Heartwarming takes readers on an engaging journey through the world, seen from the perspectives of coldness and warmth.
Agenda:
6 p.m to 6:30 p.m: Introduction and Socializing
6:30 p.m to 9:30 p.m: Book Discussion
9:30 p.m to late night: Drinks, Dinner or Feel free to go home.
Predictive Analytics Events This Week
Discover what is happening in the next few days
Sun Holloway Road :: RSVP on FootyAddicts.com
http://photos4.meetupstatic.com/photos/event/5/a/a/2/event_234563202.jpeg
This series of games has been transferred to our new platform!
Register today for free on www.footyaddicts.com
Any problems, questions, comments please do not hesitate to contact us on info@footyaddicts.com or kos@footyaddicts.com
7 a side football @East London - RSVP via FootyAddicts.com
Sign up for this game only via http://www.footyaddicts.com
• 1 hour casual football
• Brand new 3G artificial grass surface
• Play for fun, no shouting, no aggressive behavior
If you want to sign up you need to register for free at www.footyaddicts.com
Free Personality Analysis - Find Your Strengths and Weaknesses
You want to do your best!
You want to realise your potential!
You want to make the right decisions at the right time!
Obviously- you want to be a success!
Do you have all the skills in place?
Do you have areas in your life or personality that are weaker and you feel can stop you or hold you back?
Would you like a free personal consultation to help locate your strengths and weaker areas?
We can help you to maximise on your potential.
If you would like a free 1 hour consult then register now!
We have various times available for your own personal consultation
This is hosted at the Scientology Life Improvement Centre in London.
We use the Oxford Capacity Analysis test.
https://www.scientology-london.org.uk/personality-test/
🏐 Volleyball Game📍Brixton 📶 Mixed Ability
**BOOK HERE**: https://sportas.co.uk/games/48032
**Game Description:**
Please be aware that our sessions are also on our own mobile app. Therefore, the number of participants you currently see may not reflect the total number of participants.
To participate in this session, your first step is to attend one of our coaching sessions and receive approval from one of our experienced coaches.
Our game is designed for players who possess a strong understanding of the sport and are eager for a more challenging experience.
With fast-paced rallies, strategic plays, and a competitive atmosphere, you'll have the opportunity to refine your technique, enhance your agility, and strengthen your teamwork. This environment provides the perfect platform to elevate your volleyball skills and strive for victory.
Join our vibrant community of passionate volleyball enthusiasts and prepare to showcase your talent on the court. Let's come together to play, learn, and excel in this exhilarating intermediate-level volleyball game!
Rules
By booking this session, you acknowledge and agree to comply with our terms and conditions, privacy policies, and cancellation policy, which can be found below.
Participation in this session requires prior approval from one of our coaches during our coaching sessions.
Kindly be aware that booking this session without a pre-existing invitation may lead to potential denial of entry, with no refund available.
Terms & Conditions at:
https://www.littlegiantsvc.com/terms-and-conditions
Privacy Policy at:
https://www.littlegiantsvc.com/privacy-policy
Cancellation Policy:
Bookings are non-refundable, non-transferable and non-exchangeable. This includes tournaments, volleyball camps, monthly memberships, 1-on-1 and 1 to 6 trainings & team membership fee. Social sessions are exchangeable if we are contacted within 24 hours prior to attendance at a social or coached session to transfer payment to your preferred date(within 30 days of the original booking) Little Giants VC will contact you in the event of postponement or cancellation to work with you.
Rabble - Fitness Through Games!
A Rabble session is 1 hour of fun and social team games.
Each game disguises high-intensity intervals within the rules, giving you an effective, all-body workout without even realising it.
We play a bunch of different games at each session (like British Bulldog, Capture the Flag, Dodgeball, Frisbee and many more), and every class is different.
Sessions are open to all, no matter your sporting ability. Each game is explained before we start, so there's no need to have played any of the games before.
Come solo or bring friends! And stay at the end for the social part!
Who knew getting fit could be this fun?
**TO BOOK**:
It's essential that you book onto sessions via our website, using the link below; due to restrictions on games and preparation times we cannot accept walk-ins, or late arrivals.
[https://joinrabble.com/locations/london/](https://joinrabble.com/locations/london/)
Use the code **FREEPLAY** to get your first game free!
***
We play every:
* Monday in Finsbury Park (19:00 - 20:00)
* Tuesday in Shoreditch Park (19:00 - 20:00)
* Wednesday in Elephant & Castle (19:00 - 20:00)
* Saturday in Southwark Park (10:30 - 11:30)
* Saturday in Finsbury Park (11:00 - 12:00)
* Sunday in Clapham Common (12:00 - 13:00)
We hope to see you playing soon!
PS. We have a group of dedicated regulars, so numbers are usually much higher than Meetup might suggest. Book your place here: [https://joinrabble.com/locations/london/](https://joinrabble.com/locations/london/)
**Love Rabble**
🏐Beginners Friendly - Adult Coaching Sessions📍Islington 📶Mixed Ability
**BOOK HERE**: https://sportas.co.uk/games/41471
**Game Description:**
Please be aware that our sessions are also on our own mobile app. Therefore, the number of participants you currently see may not reflect the total number of participants.
Elevate your volleyball skills at our adult coaching sessions! Led by expert coaches, our sessions cater to all levels, from beginners to experienced players. Develop your technique, agility, and teamwork through drills and gameplay. Join our vibrant community and unleash your full potential on the court. Let's play, learn, and excel together.
**Rules:**
By booking this session, you acknowledge and agree to comply with our terms and conditions, privacy policies, and cancellation policy, which can be found below
**Terms & Conditions at:**
https://www.littlegiantsvc.com/terms-and-conditions
**Privacy Policy at:**
https://www.littlegiantsvc.com/privacy-policy
🏐 Level Up Series📍In2Sports 📶 Mixed Ability
**BOOK HERE**: https://sportas.co.uk/games/46629
**Game Description:**
🎯 LEVEL UP YOUR VOLLEYBALL GAME 🎯
Ready to sharpen your skills and take your performance to the next level? The Level Up Series is built for players who want to grow their game through high-quality, personalised coaching in a competitive environment.
👊 Each session includes:
✅ 1 hour of focused coaching tailored to the group’s needs
✅ 1 hour of game scenarios to apply what you’ve learned in real time
✅ Individual feedback to help you progress faster
🏐 Led by Coach Chester – a dedicated libero and rising leader in the UK volleyball scene, focused on athlete development:
• 🏐 Coach for 2 LVA Pantheon Division 3 teams
• 💼 Former President, Treasurer & Social Secretary, King’s College London Volleyball
• 👑 Founder & CEO, Pantheon Volleyball
• 🤝 Key Connector for up-and-coming athletes and programmes
👨🏫 Chester also brings his coaching and leadership to:
• Pantheon Volleyball initiatives and talent development
• KCL Mixed Premier Team in LUSL League
• Volleyball England as a Level 1 Qualified Assistant Coach
With a unique blend of on-court experience, organisational leadership, and entrepreneurial drive, Chester is deeply committed to helping players unlock their potential and supporting the next generation of volleyball talent.
**Rules**
1\. Players should be respectful and follow the coach’s instructions when given
2\. Remain kind and courteous to players around you regardless of their skill level
3\. Enjoy yourself and remember to ask the coach if you have any questions \(hint: there are no stupid ones\)
Photos and videos may be taken during the sessions and used as promotional material for the Pantheon Volleyball Club. By signing up, you give your consent to be filmed and to be used for the purposes as mentioned above. If you would like to opt out of this, please send a message to the pantheon volleyball page.
Predictive Analytics Events Near You
Connect with your local Predictive Analytics community
CBusData - Practical AI for Power BI Developers
Practical AI for Power BI Developers
A year ago, “agentic AI” was mostly hype for Power BI teams. Today, it deserves your undivided attention. For Power BI pros, there is now a real opportunity to reduce repetitive development work, accelerate delivery, and help developers do more, but only when strong DataOps practices are in place to make AI workflows effective.
This session is a no-nonsense introduction to effective AI patterns for Power BI and Fabric development. Along the way, we will make sense of the growing pile of terminology, including skills, plugins, hooks, and MCP. You will see examples of how modern AI tooling can help with development tasks across Power BI and Fabric, along with the prerequisites, guardrails, and DataOps principles needed to use it responsibly.
Whether you're burned out on AI hype or already using Copilot CLI daily, this session will show you the foundations that are finally making AI-assisted development genuinely useful.
Data Cleansing using Data Bricks
The May Ohio North Database Training user group meeting will be held on **May 5th, 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/meet/287759659366576?p=kCaammjECnUCvZzEJv)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**: Elections, 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.
May Ann Arbor R Users' Group Meeting - AI in Positron
**We'll have two meetings covering AI - this second one is for Positron**
We will review which AI features are linked in for Positron, and how to use them.
**Source documents:** the repository is public, at: https://github.com/BarryDeCicco/AARUG_2026_04_09_AI_In_Positron
You can download documents, or clone/fork the repository.
**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/6658850479?pwd=Snd1UmZTT3pjZktENlczUXh4SERwUT09&omn=89012971377
Passcode: 940392
**If you can't get in, please call me at: 734 223-3307**
**The github repository is at: https://github.com/BarryDeCicco/AARUG_2026_04_09_AI_In_Positron**
Building Scalable Customer Identity Resolution Pipelines on AWS Using AI
Customer identity resolution becomes increasingly complex as organizations scale across multiple systems, regions, and data formats. Traditional rule-based approaches often fail to keep up with data variability, require constant manual tuning, and struggle with real-time processing needs.
This session presents a practical approach to building a scalable identity resolution pipeline using AWS services and modern AI techniques. The architecture combines data ingestion through Amazon S3 and AWS Glue, transformation pipelines using Spark on EMR, and machine learning models deployed via SageMaker for entity matching and standardization. Graph-based relationship modeling is implemented using Amazon Neptune to improve resolution accuracy by incorporating household and shared attribute context.
We will walk through how machine learning models can be used for name and address normalization, how intelligent blocking strategies improve matching efficiency, and how feedback loops can be introduced to continuously improve accuracy. The session also highlights how serverless components such as AWS Lambda can be used for orchestration and real-time processing.
**SPEAKER BIO**
Mosaic Syed is a Senior Data Engineering and Cloud Solutions Architect with over 20 years of experience designing and delivering scalable, secure, and high-performance data solutions across global enterprise environments.
https://www.linkedin.com/in/mosaic-basha-syed-92300856
**CALL FOR SPEAKERS**
Learn more: [https://www.awscolumbus.com/get-involved/](https://www.awscolumbus.com/get-involved/)
**THANK YOU** *VEEAM* for hosting our meetup! To learn more about *Veeam*, please visit their website: [https://www.veeam.com/](https://www.veeam.com/)
**DIRECTIONS**
8800 Lyra Dr #450 · Columbus, OH
go to 4th floor.
**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
What is AI? How can it benefit my business?
You have heard about AI. You know it can benefit your business.
\- Can it save you time?
\- Respond to customers faster?
\- Allow you to take extra profits?
Each meetup will break down 1-2 real example scenarios of how AI implementation can relieve stress or even push you further towards your goals.
Free. No hype. Just discussing how AI can be implemented in your small business.
Rise Commercial District
1509 Blatt Blvd
Gahanna, Ohio 43230
Conference Room:
Once inside building, conference room is down the left hallway
Central Ohio Radio Enthusiasts - Radio Signal Analysis Using SDRs and OpenWebRX+
Central Ohio Radio Enthusiasts—CORE—is an informal community for anyone enthusiastic or curious about radio—whether you're new to radio and want to learn or you've been tinkering for years and want to share. Ham radio operators, GMRS users, Meshtastic fans, software-defined radio nerds, makers, and technical and non-technical folks are all welcome. No experience required or expected.
This month we have **Radio Signal Analysis Using SDRs and OpenWebRX+**
with **Scott McCrory**.
Details are are [core.radio](https://core.radio/).
COhPy Monthly Meeting
**Improving Office in Franklinton**
Physical location:
Improving Office
330 Rush Alley Suite #150
Columbus, OH 43215
Schedule:
6:00 p.m.: Socialize, eat, and drink. Improving will be providing pizza and beverages.
6:30 to 8:00 pm. Main meeting and presentation(s).
Topic: This month John Lairson will share a notebook describing the Alpaca (Paper) Trading API and discuss different algorithms for evaluating stock trades.
We meet on the last Monday of each Month. Presentations are given by members and friends of this group. If you would like to do a presentation (small or large) on a python topic, please contact Central OH Python at centralohpython@gmail.com




























