Digital Rights

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Join us to play some games while meeting new friends!!! Enjoy your gaming time with our free flow of snacks and drinks with a plentitude of selections available The Mind Cafe holding our monthly trivia night! The trivia portion of the night will start at 7:30pm with prizes to be won! Feel free to participate with the team of your choice or if you would like help finding on when you're here we can do that for you too! If you would like a challenge you may also opt to take on the trivia alone! After the trivia portion, feel free to stay and have fun playing board games from our selection of over 500 games! There are plenty of fun games available for all and it is a great chance to meet new friends to have fun together with! 📅 **Date:** First Monday of Every Month 🕕 **Time:** 6:30 PM - 10:30 PM (Triva to start at 7:30) **💲Price**: $13 **Location:** THE MIND CAFE MEGA 30 Prinsep Street #01-01 Singapore 188647 **What to Expect:** * **Diverse selection of board games** * You can enjoy yourselves with our plentitude of selection of board games. We have over 500 games for your gaming pleasure! Suitable for gaming groups of all sizes! * **Friendly and welcoming atmosphere** * Our game hosts will gladly help you get started with any games of your choosing. Whether you have something in mind or not, we will be able to find a group for you to join where you can meet like minded individuals. * **Game demos for beginners** * Unsure of how to play? Spoilt for choice with our vast selection? Not to worry, we can definitely recommend some games for you to try! * **Snacks and refreshments provided** * Enjoy our entire range of snacks and drinks which will be provided free flow throughout your entire gaming night! **RSVP:** To secure your spot, please RSVP to the event! This special price will only be available for those who RSVP to the event! **Bring Your Own Games:** Feel free to bring your favorite board games to share with the group. Let's make it a night of variety and discovery! Photos will be taken for promotional purposes. Please inform us if you do not want to appear in any of our photos

### **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 ###

**Date/Time:** Saturday, 11 April 2026, 10am-1pm **Venue:** Open Government Products 51 Bras Basah Rd, #04-08 Lazada One, Singapore 189554 **Venue Sponsor:** Open Government Products [https://www.open.gov.sg](https://www.open.gov.sg) ====================== ***\*\*NO FOOD PROVIDED FOR THIS MEETUP\*\**** Topic: Git Good Presenter: Chay Choong, Software Engineer, Bifrost LinkedIn: https://www.linkedin.com/in/chaychoong/ This workshop imparts the principles, knowledge, and tools for telling a story with your git history - a skill that will change your perspective on what makes a good pull request. Participants should bring their laptops **About the trainer** I am a Platform Engineer, which is just the trendy way of saying "DevOps/SRE/Backend". I currently work at Bifrost, a startup that specialises in creating realistic digital worlds using 3D software. ====================== **House Rules to note:** * Air-con switches off at 1pm. * No food or drinks (bottled water is fine). * If you generate litter, please take it with you.

* **[RSVP here](https://www.eventbrite.sg/e/1985291651773/?aff=oddtdtcreator)** \- Attendance is strictly by confirmed registration due to limited seating capacity\. Guests who have not completed registration and received confirmation via Eventbrite will not be admitted\. We appreciate your understanding and look forward to welcoming you at a future session\. Art is often seen as decoration or a luxury reserved for elites. But could it also be an alternative investment? In this session, **Ms. Christine Lok**, a young collector and art advisor, shares her perspective on the evolving art market and why people buy art today — from personal passion and cultural branding to social status and long-term value preservation. Together with **Mr. Chung Ting Fai**, they will explore how collectors approach art beyond aesthetics, and how a new generation of buyers is reshaping the market. Attendees will gain practical insights into viewing art not just as beautiful objects, but also as meaningful assets. **Date & Time:** 9 Apr 2026 Thur 6.30-8.30pm * **[RSVP here](https://www.eventbrite.sg/e/1985291651773/?aff=oddtdtcreator)** - **Attendance is strictly by confirmed registration due to limited seating capacity. Guests who have not completed registration and received confirmation via Eventbrite will not be admitted. We appreciate your understanding and look forward to welcoming you at a future session.** **Agenda:** 18:30 - 19:00 Registration and Greetings 19:00 – 19:10 Club welcoming and introduction 19:10 - 20:00 Art as an Asset Class: Understanding Value Beyond Finance & Art Funds, Fractional Ownership, and Tokenisation of Art 20:00 - 20:30 Q&A, Mingling & Wrap Up **Speaker:** **Christine Lok, Art Advisor and Young Collector** **Topic: Art as an Asset Class: Understanding Value Beyond Finance** **Speaker:** **Chung Ting Fai, Founder of Chung Ting Fai & Co** **Topics: Art Funds, Fractional Ownership, and Tokenisation of Art** * **[RSVP here](https://www.eventbrite.sg/e/1985291651773/?aff=oddtdtcreator) Attendance is strictly by confirmed registration due to limited seating capacity. Guests who have not completed registration and received confirmation via Eventbrite will not be admitted. We appreciate your understanding and look forward to welcoming you at a future session.** **Christine Lok, Art Advisor and Young Collector** Christine Lok is a young collector and art advisor who specialized in Western oil painting and watercolour at LASALLE McNally School of Fine Arts, Singapore, with a focus on Modern and Contemporary Western Art History. She is certified in art market economics, contemporary art theory, and art law (Christie’s Education), as well as Tangible Things (HarvardX). Christine regularly travels globally to attend major art fairs, such as Art Basel and Frieze, gaining first-hand insight into the evolving international art market. Christine works closely with collectors, family offices, galleries, and art experts across Europe, the United States, and Asia, collaborating on the acquisition and sourcing of blue-chip works, such as Yayoi Kusama and Yoshitomo Nara, as well as primary market sales locally. She is a private member of Frame & Flame, an international collectors’ group founded by @theartmarketguy and Artscapy. Her personal collection focuses on digital art, including video art, AI-generated works, and photography. **Mr Chung Ting Fai, Founder of Chung Ting Fai & Co** A veteran lawyer with more than three decades’of experience my practice straddles both contentious and non-contentious work. For non-contentious work, his focus is on wealth management and private clients’matters be it in Singapore or China where Mr.Chung is well regarded by the legal profession in China. Mr.Chung received many referrals from well established laws firms in China including Yingke, Jingshi and Han Sheng just to name a few. Mr.Chung advise wealthy families and family office from China, Japan, ASEAN and Africa on business structuring, investment immigration, trusts, legacy and estate planning. **Location:** Warehouse on River Promenade / Jiak Kim House 5 Jiak Kim St, Jiak Kim House, Singapore 169425 **\*Light refreshments will be served during the session. Guests are encouraged to continue the evening over dinner or cocktails from our club menu, including a specially curated set dinner at $50, with exclusive privileges available.** * **[RSVP here](https://www.eventbrite.sg/e/1985291651773/?aff=oddtdtcreator) \- Attendance is strictly by confirmed registration due to limited seating capacity\. Guests who have not completed registration and received confirmation via Eventbrite will not be admitted\. We appreciate your understanding and look forward to welcoming you at a future session\.** Note: As we aim to encourage a professional atmosphere at the event, Multi Level Marketing activities and any form of harassment are strictly prohibited.After the RSVP, you will receive the address & contact so please keep an eye on the confirmation page, confirmation email & reminder email. Who is the Host? [Eric Tse](https://www.linkedin.com/in/eric426/) See you!

**NTU Alumni Club / VIbe@6** **2 Handy Rd, #06-10 The Cathay, Singapore 229233** Meeting Investment: S$70 (Refreshments included) **To register, use the form in the URL** https://fly.bniorigins.sg/visit • What we'll do The Purpose Let's network and connect businesses using a well-structured and efficient format. We meet to network and also learn new skills. It's not just about exchanging contact information, but we also share experiences and other business contacts to help each other grow. **A Guide for New Visitors** • BE ON TIME Our meeting starts at 8.00am sharp and ends at 9.30am. Please come at 7:45am for the networking session. • FARM & COLLABORATE We gather together not to hunt business deals from one another but rather to explore means and opportunities to build our businesses through referrals and collaborations together. We appreciate that you don't push your business to our members and other visitors. • PREPARE A 15-SECOND INTRODUCTION Don't worry, despite sitting through numerous meetings, some of us are still as nervous as you. Just share a little about yourself, what you do, and how you can collaborate with the people present. 15 seconds go by really quickly anyway. • STAY FOR OPEN NETWORKING Don't be in a hurry to rush off after 9.30am. Many of our members and visitors stay for open networking well after the meeting, so do stay on and mingle with us for another 30 minutes to an hour. • MOST IMPORTANTLY, COME WITH AN OPEN MIND What makes BNI unique and efficient is the system and structure in place for business owners like us. Come with an open mind and understand why we are willing to sign up for the chapter and meet every week at 7.45am.

* **[RSVP here](https://www.eventbrite.sg/e/1985291651773/?aff=oddtdtcreator) \- Attendance is strictly by confirmed registration due to limited seating capacity\. Guests who have not completed registration and received confirmation via Eventbrite will not be admitted\. We appreciate your understanding and look forward to welcoming you at a future session\.** Art is often seen as decoration or a luxury reserved for elites. But could it also be an alternative investment? In this session, **Ms. Christine Lok**, a young collector and art advisor, shares her perspective on the evolving art market and why people buy art today — from personal passion and cultural branding to social status and long-term value preservation. Together with **Mr. Chung Ting Fai**, they will explore how collectors approach art beyond aesthetics, and how a new generation of buyers is reshaping the market. Attendees will gain practical insights into viewing art not just as beautiful objects, but also as meaningful assets. **Date & Time:** 9 Apr 2026 Thur 6.30-8.30pm * **[RSVP here](https://www.eventbrite.sg/e/1985291651773/?aff=oddtdtcreator) Attendance is strictly by confirmed registration due to limited seating capacity. Guests who have not completed registration and received confirmation via Eventbrite will not be admitted. We appreciate your understanding and look forward to welcoming you at a future session.** **Agenda:** 18:30 - 19:00 Registration and Greetings 19:00 – 19:10 Club welcoming and introduction 19:10 - 20:00 Art as an Asset Class: Understanding Value Beyond Finance & Art Funds, Fractional Ownership, and Tokenisation of Art 20:00 - 20:30 Q&A, Mingling & Wrap Up **Speaker:** **Christine Lok, Art Advisor and Young Collector** **Topic: Art as an Asset Class: Understanding Value Beyond Finance** **Speaker:** **Chung Ting Fai, Founder of Chung Ting Fai & Co** **Topics: Art Funds, Fractional Ownership, and Tokenisation of Art** * **[RSVP here](https://www.eventbrite.sg/e/1985291651773/?aff=oddtdtcreator) Attendance is strictly by confirmed registration due to limited seating capacity. Guests who have not completed registration and received confirmation via Eventbrite will not be admitted. We appreciate your understanding and look forward to welcoming you at a future session.** **Christine Lok, Art Advisor and Young Collector** Christine Lok is a young collector and art advisor who specialized in Western oil painting and watercolour at LASALLE McNally School of Fine Arts, Singapore, with a focus on Modern and Contemporary Western Art History. She is certified in art market economics, contemporary art theory, and art law (Christie’s Education), as well as Tangible Things (HarvardX). Christine regularly travels globally to attend major art fairs, such as Art Basel and Frieze, gaining first-hand insight into the evolving international art market. Christine works closely with collectors, family offices, galleries, and art experts across Europe, the United States, and Asia, collaborating on the acquisition and sourcing of blue-chip works, such as Yayoi Kusama and Yoshitomo Nara, as well as primary market sales locally. She is a private member of Frame & Flame, an international collectors’ group founded by @theartmarketguy and Artscapy. Her personal collection focuses on digital art, including video art, AI-generated works, and photography. **Mr Chung Ting Fai, Founder of Chung Ting Fai & Co** A veteran lawyer with more than three decades’of experience my practice straddles both contentious and non-contentious work. For non-contentious work, his focus is on wealth management and private clients’matters be it in Singapore or China where Mr.Chung is well regarded by the legal profession in China. Mr.Chung received many referrals from well established laws firms in China including Yingke, Jingshi and Han Sheng just to name a few. Mr.Chung advise wealthy families and family office from China, Japan, ASEAN and Africa on business structuring, investment immigration, trusts, legacy and estate planning. **Location:** Warehouse On River Promenade 5 Jiak Kim street, Singapore 169425 **\*Light refreshments will be served during the session. Guests are encouraged to continue the evening over dinner or cocktails from our club menu, including a specially curated set dinner with exclusive privileges available.** * **[RSVP here](https://www.eventbrite.sg/e/1985291651773/?aff=oddtdtcreator) Attendance is strictly by confirmed registration due to limited seating capacity. Guests who have not completed registration and received confirmation via Eventbrite will not be admitted. We appreciate your understanding and look forward to welcoming you at a future session.** Note: As we aim to encourage a professional atmosphere at the event, Multi Level Marketing activities and any form of harassment are strictly prohibited.After the RSVP, you will receive the address & contact so please keep an eye on the confirmation page, confirmation email & reminder email. Who is the Host? [Eric Tse](https://www.linkedin.com/in/eric426/) See you! * **Attendance is strictly by confirmed registration due to limited seating capacity. Guests who have not completed registration and received confirmation via Eventbrite will not be admitted. We appreciate your understanding and look forward to welcoming you at a future session.**

* **[RSVP here](https://www.eventbrite.sg/e/1985291651773/?aff=oddtdtcreator) Attendance is strictly by confirmed registration due to limited seating capacity. Guests who have not completed registration and received confirmation via Eventbrite will not be admitted. We appreciate your understanding and look forward to welcoming you at a future session.** Art is often seen as decoration or a luxury reserved for elites. But could it also be an alternative investment? In this session, **Ms. Christine Lok**, a young collector and art advisor, shares her perspective on the evolving art market and why people buy art today — from personal passion and cultural branding to social status and long-term value preservation. Together with **Mr. Chung Ting Fai**, they will explore how collectors approach art beyond aesthetics, and how a new generation of buyers is reshaping the market. Attendees will gain practical insights into viewing art not just as beautiful objects, but also as meaningful assets. **Date & Time:** 9 Apr 2026 Thur 6.30-8.30pm * **[RSVP here](https://www.eventbrite.sg/e/1985291651773/?aff=oddtdtcreator) Attendance is strictly by confirmed registration due to limited seating capacity. Guests who have not completed registration and received confirmation via Eventbrite will not be admitted. We appreciate your understanding and look forward to welcoming you at a future session.** **Agenda:** 18:30 - 19:00 Registration and Greetings 19:00 – 19:10 Club welcoming and introduction 19:10 - 20:00 Art as an Asset Class: Understanding Value Beyond Finance & Art Funds, Fractional Ownership, and Tokenisation of Art 20:00 - 20:30 Q&A, Mingling & Wrap Up **Speaker:** **Christine Lok, Art Advisor and Young Collector** **Topic: Art as an Asset Class: Understanding Value Beyond Finance** **Speaker:** **Chung Ting Fai, Founder of Chung Ting Fai & Co** **Topics: Art Funds, Fractional Ownership, and Tokenisation of Art** * **[RSVP here](https://www.eventbrite.sg/e/1985291651773/?aff=oddtdtcreator) Attendance is strictly by confirmed registration due to limited seating capacity. Guests who have not completed registration and received confirmation via Eventbrite will not be admitted. We appreciate your understanding and look forward to welcoming you at a future session.** **Christine Lok, Art Advisor and Young Collector** Christine Lok is a young collector and art advisor who specialized in Western oil painting and watercolour at LASALLE McNally School of Fine Arts, Singapore, with a focus on Modern and Contemporary Western Art History. She is certified in art market economics, contemporary art theory, and art law (Christie’s Education), as well as Tangible Things (HarvardX). Christine regularly travels globally to attend major art fairs, such as Art Basel and Frieze, gaining first-hand insight into the evolving international art market. Christine works closely with collectors, family offices, galleries, and art experts across Europe, the United States, and Asia, collaborating on the acquisition and sourcing of blue-chip works, such as Yayoi Kusama and Yoshitomo Nara, as well as primary market sales locally. She is a private member of Frame & Flame, an international collectors’ group founded by @theartmarketguy and Artscapy. Her personal collection focuses on digital art, including video art, AI-generated works, and photography. **Mr Chung Ting Fai, Founder of Chung Ting Fai & Co** A veteran lawyer with more than three decades’of experience my practice straddles both contentious and non-contentious work. For non-contentious work, his focus is on wealth management and private clients’matters be it in Singapore or China where Mr.Chung is well regarded by the legal profession in China. Mr.Chung received many referrals from well established laws firms in China including Yingke, Jingshi and Han Sheng just to name a few. Mr.Chung advise wealthy families and family office from China, Japan, ASEAN and Africa on business structuring, investment immigration, trusts, legacy and estate planning. **Location:** Warehouse On River Promenade 5 Jiak Kim street, Singapore 169425 **\*Light refreshments will be served during the session. Guests are encouraged to continue the evening over dinner or cocktails from our club menu, including a specially curated set dinner with exclusive privileges available.** * **[RSVP here](https://www.eventbrite.sg/e/1985291651773/?aff=oddtdtcreator) Attendance is strictly by confirmed registration due to limited seating capacity. Guests who have not completed registration and received confirmation via Eventbrite will not be admitted. We appreciate your understanding and look forward to welcoming you at a future session.** Note: As we aim to encourage a professional atmosphere at the event, Multi Level Marketing activities and any form of harassment are strictly prohibited.After the RSVP, you will receive the address & contact so please keep an eye on the confirmation page, confirmation email & reminder email. Who is the Host? [Eric Tse](https://www.linkedin.com/in/eric426/) See you!

Hello everyone! Join us for an IN PERSON Apache Kafka® x Apache Flink® meetup on Apr 10th from 6:30pm, hosted by Credit Agricole CIB in Singapore! **📍 Venue:** Mapletree Business City Blk 20 West 20 Pasir Panjang Road Singapore, 117439 , Level 13 \*\*\* **🗓 Agenda:** * 18:30pm-19:00pm: Food, Drinks & Networking * 19:00pm-19:30pm: Zabeer Farook, Technical Architect, Credit Agricole CIB * 19:30pm-20:00pm: ​Dominique Ronde, Staff Solution Engineer, Confluent * 20:00pm-20:30pm: Networking \*\*\* **💡 Speaker:** ​Dominique Ronde, Staff Solution Engineer, Confluent **Talk:** Guardians of the Stream: Kafka, Flink, and the Rise of GenAI **Abstract:** In this session we will explore how Kafka and Flink can seamlessly integrate with GenAI to build intelligent systems capable of real-time learning, automation, and decision-making. Discover the next frontier in data streaming and artificial intelligence, where Kafka, Flink, and GenAI take center stage in shaping the future of industries. **Bio:** ​**Dominique Ronde** is a Staff Solution Engineer at Confluent, a pioneer in enterprise event-streaming platforms. With previous roles as a Big Data Architect and Data Scientist at freeyou, SAP, and Allianz, Dominique brings deep expertise in digital transformation, Java, AWS, and Apache Kafka®. Since 2016, he has worked extensively with Apache Flink and currently serves as a subject matter expert in the APAC region. Dominique is a frequent speaker at conferences worldwide, with a recent focus on innovative data use cases in the insurance industry. Outside of work, he enjoys experimenting with Arduino microcontrollers, IoT home devices, and traveling. \-\-\-\-\- **💡 Speaker:** Zabeer Farook, Technical Architect, Credit Agricole CIB **Talk:** Natural Language Analytics in the Lakehouse : Why is it harder than it looks? **Abstract:** AI agents and the Model Context Protocol finally make natural language analytics on your lakehouse technically plausible — any LLM can discover your schema, plan a query strategy, and return results in seconds. But connect an agent directly to your Iceberg stack and something uncomfortable happens: it returns confident, fluent, wrong answers with no signal that anything is amiss. This talk demonstrates exactly why — wrong metric formulas, invented business terms, incorrect join paths — and introduces the architectural layer that fixes it: the unified semantic layer, exposed as an MCP API. A glimpse at what becomes possible when agents call meaning, not just schema. **Bio:** Zabeer is a seasoned Technology Architect with nearly 20 years of experience in enterprise software across FSI and fintech, including retail banking, wealth management, KYC, regulatory reporting, and payment systems. He brings strong expertise in digital transformation, legacy modernization, and data engineering, with hands-on experience in AWS, Kubernetes, Kafka, Flink, Spark, APIs, and DevOps. Actively contributes to the Singapore tech community, co-hosting Kafka meetups and delivering technical talks, with a strong focus on real-time data streaming and event-driven architecture. \*\*\* ***DISCLAIMER*** BY ATTENDING THIS EVENT IN PERSON, you acknowledge that risk includes possible exposure to and illness from infectious diseases including COVID-19, and accept responsibility for this, if it occurs. As the classroom is a mask-on setting, please be reminded that masks should still be worn at all times unless actively eating or drinking NOTE: We are unable to cater for any attendees under the age of 18. \*\*\* If you would like to speak or host our next event please let us know! [community@confluent.io](mailto:community@confluent.io)

Join us again this Saturday for drinks and sweets at this delicious Vegan co-op bakery. Mingle with likeminded Columbus Vegans. We will aim to sit outside after purchasing items and hopefully taking in cooperative weather. Special note on parking: Please try to park along Acton, Richards and/or Chatham streets so as to free up the lot at the back of the building for pick-up orders. Thank you. 😊 Patty Cake offers everything from cupcakes, cookies, cakes, muffins, whoopie pies, as well as gluten free goodies. They also have coffee, oat milk and cold brew

Pay attention! We’re delaying a week for those of you who may be on Spring break and/or celebrating the holiday. Ok, no pancakes, but waffles-a-plenty. Join the local UX and Digital Design community for a casual monthly breakfast. Look for us upstairs!

AI is changing how art is made. But when does it stop being your work and start being the machine’s? This month we're going to be doing a panel with with digital image, music, and written word artists, talking about at what point, while using AI in the creation process, does the work become not the artist creation? We encourage audience participation during this event that will be moderated by Chris Slee. Whether you’re deep in the field or just getting curious, come connect with others building and exploring AI in Columbus. Sponsored by [Transform Labs](https://www.transformlabs.com/services)

Join us for a night of board gaming with FANG (Fem All Night Gaming). **We are an all fem board game group** in Columbus, Ohio. No cis-men, please! We play modern hobby board games! If you're unsure what that is, we can teach you! We'll be meeting at Round Table Games in Dublin! They have snacks and drink. They allow outside food if you want more than a snack. We will be playing in the store on the right when you walk in!

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 **WiFi HaLow: Introduction and Practical Use** with **Alex Barbur**. Details are are [core.radio](https://core.radio).

We are a real world Martial arts group. \ Called DO JUNG ISHU (the art of fighting) \ Based off of Jeet kune do we just continued where Bruce Lee left off. \ We have been around a while. \ We are donation based. Every week we get together and work technical skills and live pressure testing. \ Almost all of the instructors have been in everything from altercations in the real world to the ring and some still compete in the cage. \ If you want to take your skills up, improve your confidence, gain self defense skills, get in better shape, test yourself or just want to kill some time and possibly get hit a bit come on down. \ We will be located at 3923 N High St, Columbus, OH 43214 inside the whetstone rec in the auditorium, center upstairs in classroom B or outside in the grass between the playground and horseshoe area. our instructors are normally in a black and red art of fighting shirt \ if you can not find us call or text me at 6143570295 Saturday 1pm Wednesday 5:30pm From Age 16 and up. attendees under the age of 18 must have a guardian with them. \ \ You must have a free leisure card for the rec center and must be registered for our class specifically .\ Wear workout clothing \ Bring a MOUTHPIECE! \ WE HAVE GLOVES. \ Hope to see you soon :-).\ We are run off of donations. \ let me know if you have any questions :)

The Fellowship of the Star Schema: Transforming OLTP Data for Power BI One does not simply build reports on OLTP data. Join us on an epic journey from the depths of raw, normalized tables to the shining halls of a well-modeled star schema fit for Power BI greatness. We will demystify the differences between OLTP and OLAP, walk through star schema vs snowflake (and why Power BI has a clear favorite), and show you the compression differences between normalized and columnar storage that will make you never look at an OLTP model the same way again. We will cover the different types of dimensions, when to use them, and how to handle Slowly Changing Dimensions without losing your mind. You will leave knowing exactly how to identify a bad model, how to convert OLTP data into a clean star schema, and how to forge relationships that rule them all. Whether you are a data wizard, a curious hobbit, or somewhere in between, your models will never be the same.