DAX Power BI

**Women’s Coffee & Connection Night** Join us for a relaxed and welcoming coffee meet-up designed for women who want to connect, share, and simply enjoy good conversation—no pressure, no expectations. Bring a smile, grab a coffee, and enjoy an easygoing evening of connection, laughter, and meaningful moments. Have you been wanting to meet new women, build meaningful connections, or step out of your routine but weren’t sure where to start? This gathering is perfect if you’re: * Looking to meet like-minded women * New to the group and want a gentle way to connect * An introvert ready to step out of your comfort zone at your own pace * Interested in listening, sharing stories, or just enjoying the company Whether you love to chat or prefer to ease into conversations, this is a safe, supportive space where genuine connections grow naturally. I will be at the table with a name tag Patricia - Don't hesitate to approach me and I will welcome you with a BIG HUG **Event:** Women’s Social Gathering **Location:** Panera Bread, 55 Square One Dr Unit #1, Mississauga, ON **Date:** Monday, May 4, 2026 **Time:** 7:00 – 9:00 PM Seats are limited, so please update your RSVP if you’re unable to attend. **Become a BCWG member Register on my site to receive Monthly Motivational Email and updates:** [Beyond Change Women's Group Member of Coffee Social ](https://patricia-lavigne.com/beyond-change-womens-group/) Seats are limited, so please update your RSVP if you’re unable to attend. Bring a smile, grab a coffee, or meal and enjoy an easygoing evening of connection, laughter, and meaningful moments in a warm and supportive space created for connection, conversation, and learning from one another’s life experiences. The discussions shared are based on personal perspectives and are meant to inspire, encourage, and build community. This gathering is not intended to replace professional advice or services. I can’t wait to connect with all of you! **Attendance:** If your not able to attend the event ensure to update your RSVP as seats are limited. **Disclaimer:** *I (Patricia Lavigne) will not be responsible for any food, bills or gratuity. Anyone attending will be responsible for related experiences or expenses that are solely handled by the venue.* Looking forward to seeing you, Patricia Lavigne [www.patricia-lavigne.com](http://www.patricia-lavigne.com/)

**Women’s Coffee & Connection Night** Join us for a relaxed and welcoming coffee meet-up designed for women who want to connect, share, and simply enjoy good conversation—no pressure, no expectations. Bring a smile, grab a coffee, and enjoy an easygoing evening of connection, laughter, and meaningful moments. Have you been wanting to meet new women, build meaningful connections, or step out of your routine but weren’t sure where to start? This gathering is perfect if you’re: * Looking to meet like-minded women * New to the group and want a gentle way to connect * An introvert ready to step out of your comfort zone at your own pace * Interested in listening, sharing stories, or just enjoying the company Whether you love to chat or prefer to ease into conversations, this is a safe, supportive space where genuine connections grow naturally. I will be at the table with a name tag Patricia - Don't hesitate to approach me and I will welcome you with a BIG HUG **Event:** Women’s Social Gathering **Location:** Panera Bread, 55 Square One Dr Unit #1, Mississauga, ON **Date:** Monday, May 4, 2026 **Time:** 7:00 – 9:00 PM Seats are limited, so please update your RSVP if you’re unable to attend. **Become a BCWG member Register on my site to receive Monthly Motivational Email and updates:** [Beyond Change Women's Group Member of Coffee Social](https://patricia-lavigne.com/beyond-change-womens-group/) Bring a smile, grab a coffee, or meal and enjoy an easygoing evening of connection, laughter, and meaningful moments in a warm and supportive space created for connection, conversation, and learning from one another’s life experiences. The discussions shared are based on personal perspectives and are meant to inspire, encourage, and build community. This gathering is not intended to replace professional advice or services. I can’t wait to connect with all of you! **Attendance:** If your not able to attend the event ensure to update your RSVP as seats are limited. **Disclaimer:** *I (Patricia Lavigne) will not be responsible for any food, bills or gratuity. Anyone attending will be responsible for related experiences or expenses that are solely handled by the venue.* Looking forward to seeing you, Patricia Lavigne [www.patricia-lavigne.com](http://www.patricia-lavigne.com/)

**This is a paid event. You must register and have a ticket to attend.** 👉 [https://luma.com/together-toronto-may-4-2026](https://luma.com/together-toronto-may-4-2026) **Together Toronto - the stories behind how companies actually get built here.** Together Toronto brings founders onto the stage to share what building in this city really looks like. Honest conversations about pivots, hard calls, and lessons learned, from people who've figured out how to keep moving. *** **Agenda** 5:00–6:00 pm — YC S26 Applicant Session (selected founders only) 6:00–7:00 pm — Doors open, networking 7:00–8:30 pm — Community open mic, speaker presentations & fireside chat 8:30–9:00 pm — Networking 9:00 pm — Afterparty (offsite) *** ***Speakers*** **JJ Tang** (Rootly) — founder of an AI-native incident management platform trusted by LinkedIn, NVIDIA, Canva, DoorDash and others. Forbes 30 Under 30. YC alum. 400% YoY revenue growth and a $15M Series A. **Mark Hlady** (SimpleHedge) — serial founder. His last company, Tripleplay, was acquired by Roblox in 2022. Previously Product Lead at Facebook and Engagement Manager at McKinsey. *More speakers to be announced.* *** ***YC S26 Applicants - there's a session for you*** Led by YC alumni, this one-hour pre-event gives active S26 applicants focused feedback on their application before the deadline. Spots are limited and require approval. **Select the YC (S26) Applicant Pass when registering.** *TechTO is not affiliated with, sponsored by, or endorsed by Y Combinator.* *** **This is a paid event. You must register and have a ticket to attend.** 👉 [https://luma.com/together-toronto-may-4-2026](https://luma.com/together-toronto-may-4-2026) *By attending you consent to photography and video recording and agree to receive the TechTO newsletter. Tickets are non-transferable and non-refundable.*

**Welcome to Miss Bachata & Miss Salsa!** **Spring is in the air, and with it comes the promise of new beginnings, fresh energy, and the joy of connection!** As the season of renewal unfolds, we invite you to step into the rhythm of community, dance, and celebration at Miss Bachata & Miss Salsa. My objective has always been to create a different kind of social gathering—one that is open, non-judgmental, and safe. A place where you can meet people just like you, where socializing and dancing come together to help build community and tear down the walls that separate us. Here, we make new friends, feel a sense of belonging, and enjoy the calmness that comes from knowing we are in a safe and welcoming space. Many times, I have been asked, “Why host an event on Monday night?” Many people escape on the weekend and dread Mondays when they return to work. I believe that if you dance and socialize on a Monday, you infuse your week with joy and positive energy, giving your life balance and helping you face your challenges with enthusiasm and confidence. We’re also thrilled to announce that our trial of advanced Bachata lessons, which began last September, has been a resounding success! Building on this momentum, we’re excited to offer an enhanced schedule for 2026. Our dance evenings will now feature three hours of classes: one hour of beginner to intermediate Bachata, one hour of advanced Bachata, and one hour of beginner to intermediate Salsa. As always, the entrance fee remains $15 for a night of 2 lessons and social dancing. For those interested in the advanced Bachata lessons, there will be an additional $5 fee. Here’s our updated schedule: **Miss Bachata – Main Ballroom** 🕖 7:00 pm – 8:00 pm: Beginner to Intermediate Bachata Lesson (No partner required) 🕗 8:00 pm – 12:00 am: Social Dancing **Miss Salsa – Round Room** 🕖 7:00 pm – 8:00 pm: Advanced Bachata Lesson (+$5) **NEW** 🕗 8:00 pm – 9:00 pm: Beginner to Intermediate Salsa Lesson 🕘 9:00 pm – 12:00 am: Social Dancing ✨ **Additional Details:** ✔️ Free Parking ✔️ Full Bar (Free Water, Beer: $5.75) Over the past decade, organizing Latin dancing events in Mississauga has been a labor of love. Our mission has always been to foster a sense of community, proving that the connections we share are far stronger than the differences that divide us. Loneliness is a growing concern, with over half of U.S. adults and many Canadians experiencing its effects. The COVID-19 pandemic has only heightened this issue. Harvard University's long-term study on happiness, which began in 1938, highlights the detrimental impact of loneliness on health. People with strong social connections experience slower mental and physical decline and greater overall happiness compared to those who are isolated. Here are some key findings from the study: 🌿 Close ties help delay mental and physical decline more than money, fame, social class, IQ, or genetics. 🌿 Relationship satisfaction is a better predictor of aging well than cholesterol levels in middle age. 🌿 A strong sense of community improves memory function. 🌿 Loneliness can be as harmful to health as smoking or alcoholism. And there’s hope! Strengthening our relationships and supporting community initiatives can combat loneliness and build healthier, happier lives. Miss Bachata & Miss Salsa provides a wonderful opportunity to make new friends, expand your social circle, and enjoy a safe, welcoming, authentic environment. Bring your open heart and a smile, and we’ll take care of the rest. 🌸 **Cheers to a season of renewal, joy, and community!** 🌸 **Anna G.** https://www.facebook.com/groups/1871491806494168/ https://www.facebook.com/EventsByAnnaG

**Set goals.** **Be accountable for them.** **Move your life forward with purpose.** Our goal is to cause greatness by mentoring men to live with excellence and, as mature masculine leaders, create successful families, careers and communities. If you have the desire to work on being the man that your legacy demands that you be (which means being the best you can be, we can work on what your legacy demands with you later) and the man you always wanted to be then we look forward to you attending. Our group is part of Mentor Discover Inspire (MDI). This group meets Mondays, North of Finch Avenue, usually indoors, outdoors in the summer but occasionally on Zoom. To confirm this week's location, please rsvp to Ricardo, call/text (647) 880-1488, or email ricardophilip@hotmail.com From MDI website[: https://goo.gl/3DQ6](https://goo.gl/3DQ6aY)aY From Toronto Sta[r: https://goo.gl/oDH](https://goo.gl/oDH3uX)3uX Regular attendees do not always RSVP, expect 6-8 men to be present.

**.... Do you *dread* speaking in front of others? .... Need to *present* an important meeting? .... Is it time to *enhance* your communication skills?** **Meeting Theme: 'Create Images with Powerful Words**' In Toastmasters we encourage the use of precise, vivid, and active language to engage audiences and convey ideas clearly. By stretching our working vocabulary and using more evocative word descriptions, we can easily expand our language skills and eventually improve our message. Gain new insights and benefit from the information provided by Toastmasters Speechcraft program. Join our meeting and experience the hands-on “how-to” instruction in public speaking. If you are an experienced Toastmaster or a guest exploring Toastmasters, you will acquire a new way of communicating your thoughts with increased clarity and impact. Each ‘discovery’ meeting will provide valuable tips to boost your confidence on stage. Don’t miss this opportunity to connect with like-minded individuals and learn from experienced speakers. **What is the Toastmasters Speechcraft Discovery meeting?** You will: * gain insights into principles and strategies from expert speakers, * hear speeches and learn from evaluations given by advanced Toastmasters, * experience what happens at a real Toastmasters meeting, * get familiar with the Toastmasters Speechcraft program and resources, * discover the benefits of Toastmasters Speechcraft for personal and club growth. **Register NOW for any FREE Discovery meeting.** **Discovery Meeting:** Tuesday, May 5, 2026 7:00PM to 8:30PM Doors open 6:45PM **Have a question, contact organizer:** Phoenixtmvppr@gmail.com **Sponsor:** Phoenix-Toronto Toastmasters Club Phoenix-Toronto Toastmasters empowers individuals to master the communication skills that drive personal achievement and confidence. Through practice and peer feedback, you will rapidly develop presentation abilities, persuasive influence, and leadership presence. Accelerate your audience impact and transform your trajectory with skills that will help you grow your opportunities. **Speechcraft Discovery Series** **Week 1 – Tuesday, Feb 3, 2026** ‘How to Choose a Topic’ **Week 2 – Tuesday, Mar 3, 2026** ‘How to Organize a Speech’ **Week 3 – Tuesday, Mar 17, 2026** ‘Know Your Speech Purpose’ **Week 4 – Tuesday, Apr 7, 2026** ‘How to Impact with Body Language’ **Week 5 – Tuesday, Apr 21, 2026** ‘How to Use Vocal Variety’ **Week 6 – Tuesday, May 5, 2026** ‘How to Create Images with Powerful Words’ **Week 7 – Tuesday, Jun 2, 2026** ‘Research Your Topic to Elevate Your Credibility’ **Week 8 – Tuesday, Jun 16, 2026** ‘Evaluate to Elevate’

We know you have a stash of unfinished WIPs and UFOs, but can't find the motivation to finish them. Come out and stitch with us! We'll be hosting a bi-weekly social stitch night to allow for folks to body double while knitting, crocheting, drawing, and more! It's a great opportunity to meet new people, exchange tips and tricks, all while working through your backlog of projects. Don't have a fiber project? Bring a canvas, ipad, some blank sneakers, or any other project. Seating fee of $5+tax/person. If you do not RSVP for the event OR pre-purchase your event ticket on our site by noon on the day of the event the price will be $8+ tax. Hope to see you there!

Get ready for an electrifying lineup of live tribute concerts at **Rama Gaming House Scarborough**. The **RGH Powerplay Series** brings legendary rock, pop, and soul to the stage with some of the most authentic tribute artists and bands in Canada. If you love classic hits, high-energy live performances, and unforgettable nights out in Scarborough, this series is for you. 🎶 **April 25 – Philcos** **25 Years of Live Music Excellence** Kick off the series with the seasoned sounds of Philcos. With over two decades of stage mastery, this band delivers a high-caliber performance covering a massive range of hits. Experience the precision, soul, and infectious energy that has made them a staple of the live music scene for 25 years. *Perfect for fans of premium live music and dance hits in Scarborough.* 🎤 **May 16 – The Beatle Band** **Relive The Beatles Live** Step back into the 1960s with the ultimate tribute to the Fab Four. The Beatle Band captures the look, the sound, and the magic of the British Invasion. From "She Loves You" to "Hey Jude," enjoy a nostalgic journey through the greatest discography in rock history. *A must-see Beatles tribute concert in Scarborough.* 👑 **June 06 – Memories of the King** **A World-Class Elvis Tribute Starring Bruno Nesci** Experience the charisma and vocal power of the King of Rock ‘n’ Roll. Starring the internationally acclaimed **Bruno Nesci**, this world-class tribute brings the 70s Vegas era to life with iconic costumes and show-stopping hits like "Suspicious Minds" and "Can't Help Falling in Love." *The premier Elvis Presley tribute experience in Scarborough.* 🎟 **Why Attend the RGH Powerplay Series?** * **Only $20 per ticket** (Limited Early Bird tickets with 25% off) * **Top-tier live concerts** in the heart of Scarborough * **Doors open at 7PM** – arrive early for the best spots * **High-energy performances** from world-class tribute acts * **Perfect night out** for music lovers and friends * Enjoy Pizza, Chicken Wings or Burger for just **$9.99** * **3 RGH Beers for only $10** Whether you are a fan of 60s nostalgia, classic rock, or the golden era of Vegas, the **RGH Powerplay Series** offers something for every music lover. Don't forget to sign up for **House Rewards** on-site to claim your **RGH Passport to Excitement!** 🎫 **Buy your tickets now and secure your spot.** These shows will sell fast. Visit **[ramagaming.com/events](https://www.google.com/search?q=https://ramagaming.com/events&authuser=2 "https://www.google.com/search?q=https://ramagaming.com/events&authuser=2")** or purchase in-house at 991 Kennedy Rd.

💌 **Online Speed Dating for London Singles — Real Connections, Long-Term Thinking** This is for singles who are done with apps that go nowhere. Done with casual. Ready for a genuine conversation with someone who might actually matter. Live on Zoom. Personality matched. Built for people who want something that lasts. **Choose your age group to register:** - Ages 18-32: [Register Here](https://tempodating.com/product?productId=477.0&productType=onlineSpeedDating&city=London&groupurlname=elevate-your-social-life-through-connection&ar=18-32&face_v=1.0) - Ages 30-46: [Register Here](https://tempodating.com/product?productId=477.0&productType=onlineSpeedDating&city=London&groupurlname=elevate-your-social-life-through-connection&ar=30-46&face_v=1.0) - Ages 40-58: [Register Here](https://tempodating.com/product?productId=477.0&productType=onlineSpeedDating&city=London&groupurlname=elevate-your-social-life-through-connection&ar=40-58&face_v=1.0) - Ages 55+: [Register Here](https://tempodating.com/product?productId=477.0&productType=onlineSpeedDating&city=London&groupurlname=elevate-your-social-life-through-connection&ar=55+&face_v=1.0) 🌿 RSVP here alone does not hold your place. Complete your registration through the link above and finish the short personality quiz. --- **How it works:** 1. Register via your age group link and complete the personality quiz. 2. Join Zoom at the event time — works on any device, no downloads needed. 3. Meet London singles in short one-on-one rounds matched by age and personality. 4. Mutual matches are shared after — take it forward at your own pace. 🤍 Spots are kept small to keep things personal. If you are serious about finding the right person, this is where it starts.

Get ready for an electrifying lineup of live tribute concerts at **Rama Gaming House Mississauga**. The RGH Powerplay Series brings legendary rock, soul, funk, and metal to the stage with some of the most authentic tribute bands in Canada. If you love classic rock concerts, high-energy live performances, and unforgettable nights out in Mississauga, this series is for you. ## 🎤 April 11 – Only Journey **The Ultimate Journey Tribute Experience** Relive the arena rock glory of Journey with soaring vocals and powerful renditions of classics like *Don’t Stop Believin’* and *Separate Ways*. Only Journey delivers an immersive, high-energy performance that transports fans back to the golden era of rock. Perfect for fans of classic rock concerts in Mississauga. ## 👑 April 18 – Queen’s Court **A Royal Tribute to Queen** Experience the theatrical brilliance and musical mastery of Queen. Queen’s Court recreates the iconic sound, harmonies, and stage presence that made Queen one of the greatest rock bands of all time. Expect powerful vocals, epic anthems, and a crowd-engaging live show. A must-see Queen tribute concert in Mississauga. ## 💜 May 2 – Soul Beautiful **A Celebration of Soul, Funk & R&B Classics** An electrifying tribute to Lionel Richie, Stevie Wonder, Chaka Khan, Prince, Earth, Wind & Fire, and more. Deep grooves, smooth vocals, and vibrant live energy make this the ultimate soul and funk party night. If you love R&B live music in Mississauga, this is your night. ## 🦅 May 9 – Motel California **The Eagles Tribute Experience** From *Hotel California* to *Life in the Fast Lane*, Motel California recreates the rich harmonies and signature dual-guitar sound of The Eagles. A polished and authentic concert experience celebrating one of the most influential bands in rock history. A classic rock tribute you do not want to miss. ## ⚡ May 23 – Hell’s Highway **The Ultimate AC/DC Tribute Experience** High voltage energy. Thunderous riffs. Nonstop rock and roll. Hell’s Highway delivers the raw power and explosive stage presence of AC/DC with crowd-shaking performances of *Highway to Hell* and *Back in Black*. For fans of hard rock concerts in Mississauga. ## 🎵 May 30 – Solitary Man **A Tribute to Neil Diamond** Experience the timeless hits of Neil Diamond performed with precision, charisma, and audience interaction. From *Sweet Caroline* to *Forever in Blue Jeans*, this show captures the magic of Diamond’s legendary 70s concert era. Sing along and relive the classics. ## 🔥 June 13 – Sandman **The Officially Licensed Metallica Tribute** Since 1994, Sandman has delivered crushing, note-for-note Metallica performances. Officially recognized and endorsed, this is the closest you will get to the real thing. Expect thunderous sound, explosive energy, and a true heavy metal experience. For fans searching for a Metallica tribute in Mississauga. 🎟 Why Attend the RGH Powerplay Series? * **Only $20 per ticket** (Limited Early Bird tickets with 25% off) * **Top-tier live concerts** in the heart of Mississauga * **Enjoy Pizza, Chicken Wings or Burger for just $9.99** * **3 RGH Beers for just $10** * **Doors open at 7PM** – arrive early for the best spots * **High-energy performances** from world-class tribute acts * **Perfect night out** for music lovers and friends Whether you are a fan of classic rock, soul, funk, or metal, the RGH Powerplay Series offers something for every music lover. 🎫 **Early Bird Tickets available for limited time. Buy your tickets now and secure your spot. These shows will sell fast.** Purchase tickets in-house or visit ramagaming.com/events

💌 **Online Speed Dating for Kitchener Singles — Real Connections, Long-Term Thinking** This is for singles who are done with apps that go nowhere. Done with casual. Ready for a genuine conversation with someone who might actually matter. Live on Zoom. Personality matched. Built for people who want something that lasts. **Choose your age group to register:** - Ages 18-32: [Register Here](https://tempodating.com/product?productId=477.0&productType=onlineSpeedDating&city=Kitchener&groupurlname=elevate-your-social-life-through-connection&ar=18-32&face_v=1.0) - Ages 30-46: [Register Here](https://tempodating.com/product?productId=477.0&productType=onlineSpeedDating&city=Kitchener&groupurlname=elevate-your-social-life-through-connection&ar=30-46&face_v=1.0) - Ages 40-58: [Register Here](https://tempodating.com/product?productId=477.0&productType=onlineSpeedDating&city=Kitchener&groupurlname=elevate-your-social-life-through-connection&ar=40-58&face_v=1.0) - Ages 55+: [Register Here](https://tempodating.com/product?productId=477.0&productType=onlineSpeedDating&city=Kitchener&groupurlname=elevate-your-social-life-through-connection&ar=55+&face_v=1.0) 🌿 RSVP here alone does not hold your place. Complete your registration through the link above and finish the short personality quiz. --- **How it works:** 1. Register via your age group link and complete the personality quiz. 2. Join Zoom at the event time — works on any device, no downloads needed. 3. Meet Kitchener singles in short one-on-one rounds matched by age and personality. 4. Mutual matches are shared after — take it forward at your own pace. 🤍 Spots are kept small to keep things personal. If you are serious about finding the right person, this is where it starts.

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.

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

We meet at lunch each week and each meeting follows a fairly organized agenda. First all participants pass their business cards around. Then each member and guest is invited to give a one-minute overview of their company and what is a perfect referral for the week. We always have a 10 minute presentation from one of the members about their business in more detail. And finally we pass referrals. You're welcome to visit. Nobody is ever put on the spot. Bring plenty of cards!

We will show how to build custom agents with Microsoft Agent Framework. Attendees will learn how to build and custom host agents when Microsoft Foundry is not a viable option.

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.

**A Transformative Half-Day Event** Welcome to Confidence Lab, the ultimate experience designed to help you step into your most confident self. This half-day event is packed with actionable strategies, inspiring sessions, and opportunities to connect with like-minded individuals who are ready to invest in their personal and professional growth. Whether you’re looking to advance in your career, deepen your self-belief, or simply embrace new challenges, Confidence Lab is your starting point. **What You’ll Experience** **Your Confidence Lab ticket includes:** * **Engaging Speaker Sessions**: Learn from experts about harnessing confidence in your career, relationships, and everyday life. * **Interactive Experiences:** Participate in dynamic activities designed to help you step into your most confident self. * **In-Depth Audience Q&A:** Get direct insights from speakers as they answer your most pressing questions about building confidence and stepping into leadership. * **Networking Opportunities**: Connect with a supportive community of professionals and confidence enthusiasts. **2026 Speaker Sessions:** * **Seeing Clearly** Understand how you show up - and what’s been getting in the way. * **Confidence in Relationship** Communicate, navigate conflict, and build trust more effectively. * **Sustainable Agency** Learn how to lead without burning out. Your energy is part of the strategy. * **Confidence in Service** Align how you show up with the impact you actually want to have. **This Is For You If…** * You’re ready to take up more space in your work or life * You want to communicate with clarity and confidence * You’re stepping into (or preparing for) leadership * You’re done second-guessing yourself **Our Speakers** **Lachandra Baker** Founder of LBB Edutainment and the kind of person who makes you realize you’ve been confusing confidence with performance your whole life. Lachandra blends psychology, research, and radical humanity to help individuals and teams stop code-switching their way through the day and start showing up as someone they actually recognize. Expect to be challenged, affirmed, and genuinely seen - sometimes all in the same breath. **Annette Santiago Reyes** Annette has a rare talent: she makes the way you communicate feel like a discovery, not a critique. A connection catalyst and culture strategist, she helps people understand why they show up the way they do, and how to bridge the gap between intention and impact. Whether you're navigating change, life’s challenges, or simply trying to better understand yourself and others. Annette gives you the language and the lens to get there. **Elizabeth Wangugi** Creator of The Nap Concert and the RESTOR™ framework, Elizabeth is here to tell you that rest is not a reward - it’s a strategy. Rooted in neuroscience and restorative practice, her work helps high-achievers stop running on fumes and start leading from a place of actual capacity. If your calendar is full and your tank is empty, Elizabeth might be the most important person you hear from at Confidence Lab. **Stephanie Andrews** Founder of Social Black Butterfly Training & Consulting, Stephanie knows what it takes to lead through complexity because she’s done it across social services, healthcare, and operations. She specializes in succession strategy and leadership development, equipping leaders to build trust, navigate the hard moments, and leave something worth inheriting. Stephanie doesn’t just develop leaders. She develops the kind of leaders people actually want to follow. **Lillian Morales-Laster** SVP Human Resources Director at United Midwest Savings Bank and Executive Director of the Empowering Latinas Leadership Academy (ELLA). Lillian has spent her career combining her passion for equity and inclusion with her experience in human resources to lead teams and organizations in the development of supportive work environments. She leads with a vision of ensuring Latinas' voices are included in crucial decision-making processes, because for Lillian, ELLA is more than just a program. It's a vibrant community of hermanas supporting and uplifting each other as they navigate their paths to leadership. A Columbus Business First Community Champion and Distinguished Hispanic Ohioan, her commitment to empowering others shows up everywhere she goes. **Rachyl Kershaw** Founder of Greater Columbus Consulting and the architect behind the Confidence Lab Annual Summit, Rachyl has a gift for cutting through the noise, helping high-achievers stop performing success and start living it. She asks the questions most people are afraid to, creates space for honest reckoning, and somehow makes the hard work feel energizing. If you’ve ever wondered why doing everything right still feels like something’s missing, you’re in exactly the right room. **Why Confidence Lab?** Confidence is the foundation for success in every area of life. Whether you’re navigating a career change, launching a business, or striving for personal growth, building your confidence is the key to unlocking your higher purpose. This is your chance to invest in yourself and start living boldly. **Join Us on May 4** Confidence Lab is more than just an event - it’s a movement. Step into your power, embrace your potential, and make this the year you thrive. Secure your spot today and take the first step toward a more confident YOU. Cost should never be a barrier to growth. If you'd like to request a complimentary community ticket, reach out to us at [hello@confidencelab.org](hello@confidencelab.org), no explanation needed. Read more and see additional ticketing options at [https://confidencelab.org/](https://confidencelab.org/)