Business Analytics

Hi Everyone, The sole purpose of this meeting is to give every member the chance to: Strengthen their business connections Share and get fresh ideas Raise awareness of your business and who you are Get access to opportunities Gain more knowledge from others Get support and build a community of likeminded individuals Build self-confidence LOCATION is to be determined either online or outdoors. Please leave a comment about which one you prefer. RSVP will close 2 days prior to the networking event, please book in advance! Join Zoom Meeting https://zoom.us/j/96956100248?pwd=YnBWbURxcXU0aVRCSXZsZmZDTzk0dz09 Meeting ID: 969 5610 0248 Passcode: CWMG Kind regards, Julia CWMG Digital Agency, Director julia@cwmg.co www.cwmg.co Schedule your free 1hr business coaching with me today! Call or Text: 07575884080

Organizational Sponsors: KEAP Close more leads consistently! Create a repeatable sales process for your team by making it easy to set-up appointments, track leads, and send quotes, all from your CRM. Get a FREE trial here: [https://keap.com/lp/get-the-business?utm_medium=affiliate&utm_source=i2ipo&utm_campaign=i2ipoweb&utm_content=](https://keap.com/lp/get-the-business?utm_medium=affiliate&utm_source=i2ipo&utm_campaign=i2ipoweb&utm_content=) Build and Grow Your Online Reputation with NiceJ[ob.com](http://ob.com/)! For a FREE trial, visit: [https://nicejob.grsm.io/idea-to-ipo](https://nicejob.grsm.io/idea-to-ipo) SEMrush WHERE GOOD MARKETERS BECOME GREAT! Join 4 million SEMrushusers Analyze data on more than 580 million domains and more than 16 billion key words! Find the most profitable keywords for your website! Get a FREE 7 Day TRIAL! Visit: [https://www.semrush.com/sem/?ref=9340528129&refer_source=&utm_source=berush&utm_medium=promo&utm_campaign=link_7-day_pro_trial](https://www.semrush.com/sem/?ref=9340528129&refer_source=&utm_source=berush&utm_medium=promo&utm_campaign=link_7-day_pro_trial) Need help with bookkeeping and accounting? Get a FREE trial with Bench! Visit: [https://bench.grsm.io/idea-to-ipo](https://bench.grsm.io/idea-to-ipo) @ideatoipo [www.idea-to-ipo.com](http://www.idea-to-ipo.com/) Subscribe to our YouTube Channels: [https://www.youtube.com/channel/UCjYga11avYH_CUpC0BSyDng](https://www.youtube.com/channel/UCjYga11avYH_CUpC0BSyDng) [www.youtube.com/ideatoipo](http://www.youtube.com/ideatoipo) This event is 100% online. Attendees can be located anywhere in the world! This event is FREE to attend! In order to attend, please register here: [https://trainings.techspeakforentrepreneurs.com/a/2147504306/9agLFgrB](https://trainings.techspeakforentrepreneurs.com/a/2147504306/9agLFgrB) The login link will be sent to registrants. Hurry! Slots are limited. Product-market fit is one of the most important Lean Startup concepts, yet it is also one of the least well defined. Join us for a FREE online masterclass, where Nelly Yusupova, CTO with 18 years experience, Startup Tech Advisor, and creator of [TechSpeak for Entrepreneurs](https://techspeak.co/), will share what is product market fit and the importance of reaching product market fit quickly. You will learn: * What is Product Market Fit (PMF) * Product Market Fit metrics * A method of reaching PMF quickly * How to define your MVP properly to reduce the cost and time of development * A framework for releasing code more often so you can learn faster * A tactic you can use to improve your product * And more! About the Speaker Nelly Yusupova is a CTO, with over 18 years experience, leading companies to technical excellence. She is a start-up tech advisor, outsourced CTO, and the creator of [TechSpeak for Entrepreneurs](https://techspeak.co/). Nelly is on a mission to help entrepreneurs minimize technology mistakes and through her online masterclass TechSpeak for Entrepreneurs, she provides the roadmap to successfully manage technology teams and projects. Just recently included in Fast Company’s, “League of Extraordinary Women”, Nelly has been at the forefront of the women’ s movement online since 1999 and is a Wall Street Journal’s “Woman on the IT Fast Track”. Nelly is a speaker and presenter for many organizations and major industries events including: Women’s Enterprise Center, NY Entrepreneurs Business Network, Small Business Summit, BlogHer, Social Media Jungle, Mom 2.0, BlogWorld, and has been featured in INC Magazine, NBC Today Show, Fast Company Magazine, NewsD[ay.com](http://ay.com/), O’Reilly, SmartMoney, SmallBiz, TechRepublic, Women’s Radio.

Encore un event Boost Your Skills et cette fois pour parler Machine Learning : Comment optimiser les modèles de Machine Learning ? L’optimisation des modèles de Machine Learning est un des principaux enjeux pour un Data Scientist. L'objectif est surtout d'obtenir de meilleures performances et d'augmenter la précision du modèle, en particulier dans des secteurs où les erreurs peuvent avoir un réel impact. On parle notamment d'optimisation des hyper-paramètres. Il existe plusieurs méthodes d'optimisation. Nous avons des techniques “classiques” avec les méthodes par grilles, faciles à mettre en place, mais qui présentent leurs limites. Ensuite nous avons les méthodes bayésiennes, où l'on capitalise sur les expérimentations précédentes pour s'orienter vers les bonnes valeurs. Contrairement aux précédentes méthodes qui évaluent chaque expérimentation de manière indépendante, l'optimisation bayésienne est vu comme LA méthode de choix pour les modèles longs à entraîner. Il s’agit d’un sujet clé pour gagner en efficacité. Voici le plan du Workshop : ✔️ Présentation des méthodes de recherche par grille ✔️ Présentation des méthodes bayésiennes ✔️ Lien avec l’AutoML ✔️ Cas d'application Etc … 🖥 L’optimisation en Machine Learning n’aura plus aucun secret pour toi suite à cet event. Blent Family 🔹

I am a business broker. I help my clients buy or sell a business at the best price possible and as quickly as possible. During our one-on-one private meeting, I will give you clear and concise answers to common questions like: Why do 75% of small businesses never sell? What happens to that 90% of an owner's total net worth that is tied up in the business? What does the buyer want as part of a transaction? What is my business worth? How long will it take to sell my business? What can I do to improve the value of my business and make it easier to sell? What are the benefits of using a business broker? What are the main steps in the actual buy/sell process? If you want the answers to these and other questions, sign up for my video conference! Business Broker's Biographical Profile -- Sal Acosta has over thirty years of business and financial experience, both as a small business entrepreneur and as a corporate executive for well-known global corporations. Sal knows first-hand the challenges of running a small enterprise because he has owned both an independent small business and a local service outlet for a national franchise. As an entrepreneur he has successfully started, bought, grown, and sold small businesses. As a corporate executive, he has been involved with multi-million-dollar sub-contracts, mergers, acquisitions, and divestitures. Sal has an Electrical Engineering degree from MIT and an MBA from Tulane University. In addition, he has traveled extensively for both business and pleasure and is bilingual in English and Spanish.

Join us this Tuesday at our weekly Hollywood Networking Events. Our Hollywood FL business referral group meets every Tuesday at 8:00 am on Zoom. We only allow one person per business type. For example, I represent the [web design](https://advertising-excellence.com/web-design/) category and that means no other web designers can attend our meetings. Please [contact us](https://professionalbusinessreferrals.com/contact-us/) and let us know what type of business you are involved with. As long as there is no conflict with another member, we'll send you the Zoom link.

Join us in a virtual "Lean Coffee" every other week. We appreciate hearing from all voices about whatever puzzles you about Lean & Agile topics... As well as other workplace challenges! Pro tips: * When possible, use a laptop so you can fully participate by adding questions to the board * Consider turning on your camera so we network more effectively! * Look for email 24 hours before our Meetup, where we share the password Use the following Zoom info to join the discussion: https://us02web.zoom.us/j/87077189170?pwd=U0lLNmZZVldTYkU4ODJseDZ1UFFUUT09 Meeting ID: 870 7718 9170 One tap mobile: +16465588656,,87077189170# US (New York) Dial by your location +1 646 558 8656 US (New York) +1 301 715 8592 US (Washington D.C) +1 312 626 6799 US (Chicago) +1 669 900 9128 US (San Jose) +1 253 215 8782 US (Tacoma) +1 346 248 7799 US (Houston) Find your local number: https://us02web.zoom.us/u/k688xqHid

Details What is Your Brand Personality? Increase Your Brand Value To Attract New Customers and Build Customer Loyalty The Importance of a Strong Brand: For businesses to succeed in today's saturated market, they require a strong brand to stand out from their competitors. Good branding goes beyond a logo and a company name. A strong brand encompasses core values, a vision, a mission and a compelling identity, which helps set a precedent of how a company would like to be perceived and valued by the public and by their customers. They will also be held accountable to uphold those standards established by their brand with their products, customer service, reputation, suppliers and employees. Workshop Overview: There are 11 essential elements to a strong brand, and for this workshop, we will focus on Brand Personality. We will cover the following: - What is brand personality? - Why it is critical to your business - Examples of brand personality behind global brands - 15 Min Exercise in developing your brand personality - Q&A RSVP Today! --- Kind regards, Julia Afdasta Business Coach & Director, CWMG Digital Agency E: julia@cwmg.co M: 07575884080 www.cwmg.co

Please RSVP with your email address to be sent a visitor information pack.

Who Is Your Ideal Customer - Building a Customer Avatar to Drive More Leads Do you know who your ideal customer is? Most entrepreneurs would say my products or services are for everyone but that can be a very costly and dangerous decision. Why? A customer who isn't your ideal customer can exhaust your time and resources, and even cost you more than what you would have gained. This workshop will focus on identifying who your ideal customers are, their buying behaviours, pain points and interest. This level of insight will help you understand your customers and it will help you create marketing strategies that will resonate to them, which can drive higher conversion rates. By understanding what your customers want, you can also develop and improve products or services in an effective way. RSVP Today! Kind regards, Julia Afdasta Life & Business Coach | Director E: julia@cwmg.co M: 07575884080 www.cwmg.co

We help sales professionals/small business owners increase their referral based business while creating community one member at a time, one city at a time. Our groups work at maintaining a friendly, nurturing environment. You will want to check us out if: • You have belonged to a networking group before but felt it was a bit stuffy or regimented. • You are a business owner or entrepreneur and would like to increase the number of sales you have. • You are in sales and would like to increase the number of referrals you get. • You like the idea of having a supportive team while you are building your business. We have openings for many categories!!! Check us out!!! Find out how YOU can do a 10 minute speech on your business.

We help sales professionals/small business owners increase their referral based business while creating community one member at a time, one city at a time. Our groups work at maintaining a friendly, nurturing environment. You will want to check us out if: • You have belonged to a networking group before but felt it was a bit stuffy or regimented. • You are a business owner or entrepreneur and would like to increase the number of sales you have. • You are in sales and would like to increase the number of referrals you get. • You like the idea of having a supportive team while you are building your business. We have openings for many categories!!!

I Take the Lead- this group meets every week from 9am until 10am. What is iTTL? A Referral Groups Organization? Yes….AND so much more!! i Take The Lead is a different leads group organization. Check us out at www.itakethelead.com, click on the “How we are a different leads group organization” tab and “about us” tab. Beyond that……. *We offer educational seminars around town. Some examples are: Social Networking- Linked In, Twitter, etc; NLP- what is it?; your Killer Elevator Speech; etc; http://www.itakethelead.com Events…then Denver for the entire list These are normally FREE. *Speed Networking gives another opportunity to network. These are FREE (good price). Find out what all the rage is about. Why pay up to $70 when you can join us for FREE!?!?!!? *Lead With Heart- we give back to the community, food baskets for families in need. We are a company with a heart and we prove that with these great acts. *Mixers- We periodically hold FREE mixers at various locations around town. Join us for this FREE opportunity to mix & mingle. We normally have new member orientations, theme speakers and GREAT people. These are FREE, FUN and PROFITABLE!!! Check us out at www.itakethelead.com, click on the FAQ tab for 20 frequently asked questions

We meet online every Thursday at 7:00 PM US Eastern. Please join the community to - * discuss topics on Python * problem solving * build coding skills Please download and import the following iCalendar (.ics) files to your calendar system. Weekly: [https://zoom.us/j/95353388661?pwd=UkVMUmZzQ3k4TlV2ZDVoVlZ6eU54dz09](https://zoom.us/j/95353388661?pwd=UkVMUmZzQ3k4TlV2ZDVoVlZ6eU54dz09) Join Zoom Meeting [https://zoom.us/j/95353388661?pwd=UkVMUmZzQ3k4TlV2ZDVoVlZ6eU54dz09](https://zoom.us/j/95353388661?pwd=UkVMUmZzQ3k4TlV2ZDVoVlZ6eU54dz09)

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.

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

**PLEASE BUY TICKETS THROUGH EVENTBRITE. RSVP THROUGH MEETUP IS NOT A TICKET PURCHASE CONFIRMATION.** Strive welcomes you to 'General Business Networking', Columbus' hottest networking event! We are set in the perfect central location in Downtown for all to join. Are you interested in business? Want to elevate your career? Meet Consultants, Analysts of all types, Bankers, Software Engineers, Entrepreneurs, and more who are active in the space or are eager to get started. **\*\*This will be a multi-vertical event\*\*** **There will be professionals with backgrounds in the arts, finance, tech, real estate, healthcare, and more. Come with an open mind, and leave with connections that wouldn't be possible otherwise!** Pack some business cards and come with an open mind! Meet your future business partners, employers, coworkers, investors, and friends. You don't want to miss this opportunity to expand your network and create a brighter future. We will have a space for our event to check-in. The event will go from 6:00 PM - 8:00 PM (feel free to come at any point in this timeframe). Name tags will be provided. Business casual dress code. Job fair attire. **Remember, it's not who you know, it's who you meet tomorrow!** We look forward to meeting you at the event! Sincerely, Strive Networking Team *Refund requests are permitted up to 24 hours after purchase, so long as we are not within 48 hours before the event start time. Refunds will be made in full and repaid to your method of payment. Note that we are unable to reimburse PayPal fees.* *Disclaimer: By attending Strive Networking events you agree to photos/videos taken during the event being used to promote future events.*

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!

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

**Building a great product is one thing—building momentum behind it is another.** Join **Senior Product Manager Adam Solaiman** and **User Experience Manager Tyson Smith** for a behind-the-scenes look at what it takes to turn complex ideas into scalable products inside large organizations. In this session, they’ll share how teams move from ambiguity to execution—navigating organizational complexity, aligning stakeholders, and continuously evolving products after launch. You’ll walk away with insights on how to: * Build and sustain momentum across teams * Adapt to changing priorities without losing direction * Scale products thoughtfully in complex environments Whether you're driving a new initiative or growing an existing product, this conversation will give you practical strategies to keep things moving forward. Come connect, learn, and swap stories with fellow product professionals. \-\-\- Food and drinks will be provided by Switchbox, our generous host. Free parking will be available at the front and back sides of the Switchbox Office.

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.