Data Analytics
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Frequently Asked Questions
Yes! Check out data 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 data analytics events taking place this week here. Plan ahead and join exciting meetups throughout the week.
Absolutely! Find data analytics events near your location here. Connect with your local community and discover events within your area.
Data Analytics Events Today
Join in-person Data Analytics events happening right now
Dance & Freestyle Group Class (Adults & Teens, All Levels)
**For ages 14 and above.**
Unlock your inner dancer and explore a wide variety of dance & freestyle tricks with classes tailored to your individual progress!
Maximum class size of 6 persons.
### **Address**
100 Plus Promenade - Gate 21, National Stadium 397629
### **Schedule**
Sundays 215PM - 315PM
### **Booking Information**
* Please contact **98225900** to find out how to book this class.
* The instructor will reach out to you once you've booked the class.
TKG Manga Drawing Foundation Course
Welcome to the TKG Manga Drawing Foundation Course!
This is for young to not-so-young aspiring artists across a number of ages who wants to try manga drawing in a structured and guided face to face environment.
We have 4 categories:
A.9-11 years. They say the best manga talents start doodling at 4-7 years. This is the next best thing. Art in school is boring. You want to be better than your art teacher. This is it.
B. 12-18 years. Some of the best years for learning manga drawing early. Be mindful that this is not your usual school CCA. It is lit.
C. 19-28 years. You have decided to learn drawing at a more serious level. You like manga. You want to meet people of similar interest and who are equally serious about it. This is gonna be awesome.
D. 29-45 years. You have sort of put this off for some time and you decided that this is time to revisit this hobby again for whatever reason. You want to be professional while you still can because some damn 9 year old is starting on the dream you want and you are just salty. It could also be the last opportunity you can live your mangaka dream and you want to take the plunge. YOLO.
Classes are usually conducted on Saturdays or Sundays in 2 hours blocks from 2 pm onwards. Do let us know your schedule and we see if it works out. Go ahead and meet us for a chat. There are no obligations.
The starting cost is $280 per month for an equivalent of 8 hours or 4 sessions. We know it is not cheap. It should not be. Welcome to Singapore.
You can check out what we do at www.tkgcc.com. We are also involved in tabletop games and a variety of pop culture related muses. We are a living example of what manga drawing can lead to.
As a general overview, the TKG Comic Circle uses 3 tiers of advancement at the Bronze, Silver and Gold levels.
For a slightly more detailed breakdown of the content covered:
http://www.tkgcc.com/html/TATA%27S%20STUDIO/PROGRAMME%20GROUP/courseschedule.htm
For those interested in the portfolio of our associates and charges:
http://www.tkgcc.com/html/TATA%27S%20STUDIO/Tata%27s%20Studio.htm
Feel free to write us an email at admin@tkgcc.com but nothing beats meeting us in person for a chat over a lazy 2- 6 pm-ish afternoon tea session.
***
We are living in the era of Phase 2 - Covid 19. We need precautions and classes are conducted with the following measures.
***
Important Rules:
1. All participants are to wear face masks at all times unless you are consuming food and drink. Do note that you should not be using this excuse to keep your mask off longer than required.
2. All admissions into our premises will be via SafeEntry. All participants will need to bring their own mobile devices to scan the QR codes located at the entrance when entering and leaving.
3. Only a maximum of 8 participants are allowed in a course group, inclusive of your instructor.
***
If you have a portfolio, feel free to make a trip down for a chat. If you don't have one but will like to start somewhere, go ahead and come down as well.
Technique Tango III Group Class (Adults, Advanced)
**For ages 17 and above.**
Influenced by the Spanish and African culture, the Tango is sensual and passionate, one of the most fascinating dances. Stylized strides dominate this dance, along with periodical sharp and staccato movements. Tango’s passionate nature evokes a strong connection to the music, your partner and the audience, a dance that is exciting and often easy to learn. Its dramatic nature also makes Tango a very popular dance that is often featured in blockbuster movies; a favourite dance for those who enjoy drama within a dance.
### **Address**
795, North Bridge Rd, #02-01 797, 198763
### **Schedule**
Sundays 430PM - 530PM
### **Booking Information**
* Please contact **98225900** to find out how to book this class.
* The instructor will reach out to you once you've booked the class.
Pickleball Group Class (Beginner)
Step up, try Pickleball. Pickleball is a growing sport in the world, named the fastest growing sport in the US for the past 2 years.
Up to 6 pax per class.
### **Booking Information**
* Please contact **98225900** to find out how to book this class.
* The instructor will reach out to you once you've booked the class
### **Cancellation Policy**
Credits will be considered used if class is cancelled within 24 hours before the start of the lesson
⛰️ Train for the Peaks: Bukit Timah
As we prepare for our upcoming Mount Fuji expedition in July, this guided conditioning hike at Bukit Timah Nature Reserve is your opportunity to train with purpose — building the strength, stamina, and mindset needed for higher elevations.
This is more than a casual nature walk. It’s a structured training session designed to help you:
• Improve cardiovascular fitness
• Strengthen legs for sustained uphill climbs
• Build confidence on stairs and uneven terrain
• Develop the mental toughness required for mountain expeditions
Whether you’re gearing up for Mount Kinabalu or simply looking to elevate your outdoor fitness, this session provides a supportive and motivating environment to challenge yourself safely and effectively.
Surrounded by lush rainforest trails and steady ascents, you’ll leave feeling accomplished, energized, and closer to your mountain goals.
🥾 Event Details
🗓️Date: 7 Jun 2026 Sunday
⌛Start Time: 3.00 p.m. to 5.00 p.m.
📍Meeting Point: Beauty World MRT (Passenger Service)
⌛Meeting Time: 2.45 p.m.
🗺️ 🥾 Route Overview
• Bukit Timah Nature Park
• Bukit Timah Summit – Loop Trail
• Wallace Trail
• Dairy Farm
Hut
• Return to Bukit Timah Nature Park
Expect stair climbs, steady inclines, and natural forest terrain — ideal for building hiking-specific endurance in a safe local setting
⚠️ Important Note
• Strict punctuality — departure at 2.45 PM shar
• Proper hiking or sports shoes are require
• Bring sufficient drinking wate
• Be prepared for sustained climbs and uneven groun
• Optional: light snacks, sunblock, insect repellen
📝 Disclaimer
Participation is voluntary and undertaken at your own risk. Each participant is responsible for their personal safety and well-being throughout the session. Please follow instructions carefully and inform the organizer immediately if you feel unwell
Outdoor activities involve inherent risks, including slips, falls, and fatigue. The organizer will not be liable for any injury, loss, or incident arising from participation
✨ Start Strong. Finish Stronger
Train intentionally. Build resilience. Take a meaningful step toward your mountain ambitions
📝 Secure your spot today — limited slots available
🌍 Upcoming International Expedition
🏔️ Mount Fuji, Japan (July 2026)
⛰️ Yushan (Mount Jade), Taiwan (Dec 2026)
🏞️ Mount Rinjani, Indonesia (2027)
🏞️ Mount Kinabalu, Panalaban basecamp Malaysia (2027)
🏞️Mount Kinabalu, Ferrata, Malaysia (2027)
⛰️Annapurna Base Camp (ABC), Nepal (2027)
Train local. Prepare smart. Conquer global peaks
Data Analytics Events This Week
Discover what is happening in the next few days
Guided Intro Group Class (Adults & Teens, Beginner)
**For ages 13 and above.**
These classes are for climbers who just started their bouldering journey and want an introduction to the basics of bouldering. Experience a thoughtfully crafted introductory class for beginners.
* Highly recommended for first-timers
* One hour guided session, one hour free and easy gym access
* Guided mobility warm-up
* Safety briefing: learn how to fall safely and identify falling zones
* Introduction to bouldering and basic terms
* Basic climbing techniques
### **Address**
61 Robinson Rd, #05-03/04, Singapore 068893
### **Schedule**
Sundays 6PM - 8PM
### **Booking Information**
* Please contact **98225900** to find out how to book this class.
* The instructor will reach out to you once you've booked the class.
Summit Conditioning Trek @Bukit Timah 🏔️🔥
**Summit Conditioning Trek @ Bukit Timah🏔️🔥**
**Every great mountain begins with one small step.**
**Join us as we train locally in Singapore to prepare for amazing international hiking adventures such as:• Mt. Fuji 🇯🇵• Mt. Kinabalu 🇲🇾• Mt. Rinjani 🇮🇩…and many more!**
**This group is designed for beginners, intermediate hikers, and anyone who wants to build stamina, confidence, teamwork, and mental strength through hiking.**
**Our local training hikes help you:✅ Improve fitness & endurance✅ Prepare for high altitude trekking✅ Learn hiking techniques & pacing✅ Build discipline and resilience✅ Meet positive and supportive hiking friends**
**Whether your dream is to stand above the clouds at Mt. Fuji or conquer the summit of Rinjani, your journey starts here.**
**Train together. Climb together. Grow together**
**Date: 07 Jun 2026 Sunday**
**Start Time: 3p.m. to 5.30 p.m.**
**Meeting Point: Beauty World MRT (Passenger Service)**
**Meeting Time: 2.45 p.m. SHARP**
***Route Plan***
**Start Point:**
* **Bukit Timah Nature Park**
* **Bukit Timah Summit (loop)**
* **Wallace Trail**
* **Dairy Farm Hut**
* **Bukit Timah Summit (loop)**
* **Bukit Timah Nature Park**
**End**
**Please come with hiking or sports shoes, a small towel, and enough water to stay hydrated.**
**Also do not forget with positive mindset.😛😘**
Tap Dance Group Class (All Ages, Beginner)
**For ages 10 and above.**
Tap is a popular style of American theatrical dance distinguished by percussive footwork that marks out precise rhythmic patterns on the floor. Dancers develop a keen sense of rhythm and balance. This beginner level class will teach you the basics needed to start having a blast!
### **Address**
Dance On Us, 8 Claymore Hill, #01-03/04/06, Singapore 229572
### **Schedule**
Sundays 430PM - 530PM
### **Booking Information**
* Please contact **98225900** to find out how to book this class.
* The instructor will reach out to you once you've booked the class.
Mixed netball (Sun) - 7 June, 6-8pm, KNC court 4
Hello & welcome! Some thing to note:
PRE-REQUISITE to joining our sessions:
1. Familiarity with competitive netball rules (eg. Obstruction, contact, held ball, stepping/ footwork, over a third etc)
1. Some level of fitness (continuous 10 min game time with short interval breaks) & basic netball skills (footwork/throwing/catching)
https://powerplay.co.uk/app/resources/downloads/Power%20Play%20Netball%20Playing%20Rules.pdf
https://youtu.be/V1qINnI-Dis?si=I8MXJfQSa9Kg1sUF
** game fee is $2/pax, unless otherwise stated. To be paid on site.
**no-show / any cancellations within 24h to game time, a fee of $2 shall be imposed. Thanks for your understanding.
** Please drop me a PERSONAL MESSAGE via MEETUP if it’s your first time attending a session. If appreciate if you could inform if you’ve played netball before (even if long time ago) & at which capacity / level.
*If you are NEW to the sport & can’t play by the rules, you may be politely disallowed to play onsite, if you still turn up. Beginners are encouraged to join other groups/ games which cater to beginners level.
**wet weather conditions: A Decision on whether the session is on will be made 1hr before game starts (ie. 5pm) so as to allow for travel time to KNC. Pls Look out for the comment by the Host on the Event page
**We are a sporting group with the sole purpose of keeping fit & enjoying the sport. If any player is found to have any intentions apart from playing & contributing to a conducive game, the host reserves the rights to ban the person from the group.
Thanks in advance for your cooperation!
Looking forward to have you!
Data Analytics Events Near You
Connect with your local Data Analytics community
Data & Analytics Wednesday - Finding Product Insights
**The Behavior Gap: Where Products Win or Lose**
Teams today have more data than ever, and yet many still struggle to understand why customers adopt, engage with, or abandon their products. Teams sprint, ship faster, and chase more signals… all while metrics stall and confidence drops. The missing piece isn’t more data. It’s often the behavioral insight between the metrics, explaining why the numbers move in the first place. Dashboards can tell you what customers did, but understanding why they did it (and how to influence what they do next) requires a deeper blend of insights. This session is about closing that gap.
Drawing from real-world experience designing and scaling products as [ZoCo Design](https://zocodesign.com/)’s CEO, [Lacey](https://www.linkedin.com/in/laceypicazo/) will share how to cut through the noise and identify the insights that actually change behavior—moving people, and moving metrics. You’ll learn:
* Why understanding customer behavior is a quant and qual challenge
* How to spot the signals that actually predict behavior change
* Where AI accelerates insight, and where it creates distraction
* How to get meaningfully closer to customers, without adding more tools
This talk reframes how to evaluate performance and identify what levers actually improve it, helping your team to make smarter bets with greater confidence. Every meaningful outcome is driven by behavior change. And when you know how to design for behavior, you stop guessing, and start building things that work.
**About Our Speaker**
[Lacey Picazo](https://www.linkedin.com/in/laceypicazo/) is the Founder and CEO of ZoCo, a healthcare product studio that turns complex, high-stakes ideas into products that drive real-world adoption. She partners with healthcare organizations to uncover critical care delivery insights, focus product strategy through behavior design, and build solutions that patients and providers actually use.
Thanks to our 2026 sponsors:
[Clarivoy](https://www.clarivoy.com), [What Box Consulting Group](https://www.whatboxconsultinggroup.com), [Conductrics](https://www.conductrics.com), and [Piwik PRO](https://piwik.pro)
More info at [cbusdaw.com](https://cbusdaw.com)
June 2026 AWS Columbus - Topic to be announced
Topic to be announced.
**THANK YOU** *Franklin University* for hosting our meetup! To learn more about *Franklin University*, please visit their website: https://www.franklin.edu/
**DIRECTIONS**
Franklin University
Fisher Hall
300 E. Main St, Columbus, OH 43215
Map: https://maps.app.goo.gl/jxjBA2hUmS5qrvhq8
Parking is FREE! Please park in Lot C in front of Fisher Hall. See attached map.
NOTE: Map the address only. When mapping with Google Maps it may use the Fisher Hall at OSU, which is NOT correct.
**Want to sponsor the pizza and/or bar tab?**
Please contact me if you would like to sponsor this meetup's pizza and/or bar tab: angelo@mandato.com
DoJo (Informal Python Meeting)
**Latest Dojo Location!**
**Knotty Pine Brewing**
1765 W 3rd Ave,
Columbus, OH 43212
We're going to try a new dojo location for a few weeks and see how it works
Dojos are informal Python group study sessions where everyone interested in Python gathers to learn about Python, help others with Python, or just hang out. Everyone is welcome from Python beginners to experts. Bringing a laptop is encouraged (we'll have extension cords and power strips). If there's something you want to learn leave a comment on this invite so we can plan ahead.
We're looking for speakers for our Monthly Meetups! Fill out the form if you are interested in presenting to the Python Community.
https://forms.gle/ehSfUAC2WgR34Crq9
Stop Guessing: A Product Person's Guide to AI Adoption
## 🤝 Host Information
A co-hosted event by ProductTank Columbus & Women in Product Columbus
💡 About the Workshop
AI adoption is stalling across organizations — not because of a lack of motivation or tools, but because it's fundamentally a behavior design challenge.
This hands-on workshop applies proven Behavior Design models and methods to help you move from a vague organizational wish to boost AI adoption to 3-5 concrete, testable interventions you can act on starting tomorrow.
Whether you're a product manager, on a product team, or just someone trying to get AI to actually stick at work, you'll leave with a clear picture of what's worth focusing on, what to ignore, and how to drive real, sustained adoption — no guesswork required.
🛠️ What to Bring
Laptop: Fully charged and ready to go.
AI Assistant: Have your favorite AI assistant pulled up. (Dom will be using Claude, but feel free to use whichever assistant you prefer!)
🍕 Logistics & Perks
Food & Drink: Pizza and drinks provided!
Parking: Plenty of free spaces available on-site.
###
Efficient Region-of-Interest Detection with Guidance
**Abstract:** Motivated by the challenges of detecting extremely rare failures in sophisticated circuit design specifications, we study the problem of efficiently identifying multiple disjoint regions of interest (ROIs) — regions of a continuous, high-dimensional parameter space where a complex, expensive-to-evaluate target function falls below or above a pre-specified threshold. We reframe this problem as a Bayesian sequential decision-making problem and, more broadly, as an instance of strategic agent behavior in continuous spaces: an agent that must allocate a hard evaluation budget intelligently, updating its belief about the unknown function after each observation and choosing the next query to maximize coverage of all disjoint failure regions rather than convergence to a single optimum.
This is a *hybrid* event. To attend online, join us on Zoom here at 6pm:
[https://iit-edu.zoom.us/j/89379230295?pwd=NdETyE5sdYuSrvsrBZXSBFkUESBVkg.1](https://iit-edu.zoom.us/j/89379230295?pwd=NdETyE5sdYuSrvsrBZXSBFkUESBVkg.1)
Meeting ID: 893 7923 0295
Passcode: 5t5WYn
**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 Jun 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.
QA or The Highway 2026
QA or the Highway is a one-day, affordable, regional, professional conference featuring real-world experience and thought leadership in the QA and testing industry.
This is a ticketed event please register here:
https://www.qaorthehwy.com/
Featured Keynote Speakers:
**Matthew-Hope Eland** **(Wizard at Leading EDJE)** \- An AI Specialist and Wizard at Leading EDJE who is known to teach software engineering\, AI\, and data science concepts in the most ridiculous ways possible\. Matt has used machine learning to settle debates over whether Die Hard is a Christmas movie\, reinforcement learning to drive the behavior of digital squirrels\, data analytics to suggest improvements to his favorite TV show\, and AI agents to play board games and create an AI agent with the personality of a dog\. Matt is the author of "Data Science in \.NET with Polyglot Notebooks" and "Refactoring with C\#" as well as several LinkedIn Learning courses\. Matt helps organize the Central Ohio \.NET Developer Group\, runs several blogs and a YouTube channel\, has a Master’s of Science in Data Analytics\, and is a current Microsoft MVP in AI and \.NET\.
**Tatyana Arbouzova** **(CEO at Innovate QA)** \- Tatyana Arbouzova is an engineering and business leader with a strong background in Quality Engineering across multiple industries\, including Big Tech\, Healthcare\, and Entertainment\. She has held leadership roles at world\-class companies such as Microsoft\, VMware\, Disney\, and The Pokémon Company International\, where she focused on building quality\-driven cultures and scaling teams to deliver high\-impact products\. With decades of experience\, Tatyana has helped organizations transform their quality practices so teams can deliver software efficiently\, confidently\, and with measurable business outcomes\. Today\, Tatyana advises software companies on adopting AI to optimize quality practices and improve how software is delivered at scale\. She is also a passionate community builder and the founder of Innovate QA\, a thriving Seattle\-based community and conference for quality professionals\.
ServiceNow Knowledge 26 Recap + Topgolf Happy Hour
Couldn't make Knowledge? Or want to debrief the dancing robots or Autonomous Workforce? Join us for a Knowledge '26 recap, insights sharing, a couple rounds of golf, and fun at Topgolf. As always, drinks and food will be provided. More details to come — mark your calendar, RSVP, and save your spot today!



















