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This 20th Eindhoven Data Community meetup is about a tool that is high on the favorites list of Analytics Engineers: dbt!

The Data build tool (dbt) is an open source tool that helps analysts and engineers transform data in their warehouse more effectively. During this meetup we will take you into the world of the possibilities and impossibilities of dbt. We will make this is an engaging meetup that will attract both data enthusiasts who are unfamiliar with dbt and those who are experienced with it.

Location: Skybar, Microlab Eindhoven, Kastanjelaan 400, Eindhoven.

The Data Control Plane Through the Eyes of an Analytics Engineer During his career Giancarlo felt the need for a structured data control plane, something that brings order, visibility, and efficiency to fast-paced analytics workflows. In this talk he explores that journey, from the early struggles of managing transformations manually to discovering dbt Cloud as the perfect solution. He is sharing real-world insights on how dbt Cloud streamlines data transformation, governance, and collaboration, making life easier for analytics teams, data practitioners and data users.

Make your boss love dbt: Bringing value though best practice Back in 2020, when Ricardo started his journey as Analytics Engineer, his first assignment was to create a PoC to showcase what dbt could bring to the table for the company. In this talk, Ricardo will share all the tips, tricks, and anecdotes of how he convince his Boss to implement dbt across a organization and cut big bucks in costs in there cloud pipelines.

Program

  • 17:00 – 18:00 Food
  • 18:00 – 18:10 Welcome
  • 18:10 – 19:00 Giancarlo Gavotti: The Data Control Plane Through the Eyes of an Analytics Engineer
  • 19:00 – 19:15 Break
  • 19:15 – 20:00 Ricardo Granados: Make your boss love dbt: Bringing value through best practices
  • 20:00 - 21:00 Drinks

Giancarlo Gavotti \| Solutions Architect at dbt Labs Half Italian, half Spanish, with a background in Information Systems Management. After university, Giancarlo started working in data at a healthtech startup, where he discovered dbt (and fell in love with it) and quickly became an Analytics Engineer. Later, he moved to fintech, where he implemented dbt from scratch and led a team of Analytics Engineers. Now, as a Solutions Architect at dbt Labs, he helps teams scale their data practices efficiently; and he is loving it!

Ricardo Granados \| Author\, Analytics Engineer at Xebia Data Ricardo Granados, co-author of Fundamentals of Analytics Engineering,  is an analytics engineer specializing in data engineering and analysis. With a master’s in IT management and a focus on data science, he is proficient in using various programming languages and tools. Ricardo is skilled in exploring efficient alternatives and has contributed to multicultural teams, creating business value with data products using modern data stack solutions. As an analytics engineer, he helps companies enhance data value through data modeling, best practices, task automation, and data quality improvement.

20th Eindhoven Data Community meetup: Everything about dbt

We’re excited to return to ASML for our annual meetup! This year, we have two concurrent tracks featuring a total of four talks. We're also thrilled to welcome a special guest from the US coming over to ASML: Joe Reis, author of "The Fundamentals of Data Engineering," who will be doing an AMA.

Joe \| Ask Me Anything about Data Engineering or Otherwise Joe Reis is here to answer all of your questions about data engineering, the state of the industry and technology, and anything else on your mind. This is a very rare change to have a free-flowing conversation with Joe Reis.

Cristiano & Shashank\| Automating Creating Trusted Data Products: a developer experience-driven approach Creating high-quality data products is a complex task that often burdens data professionals with repetitive activities. Our trusted dataset creation framework aims to alleviate this challenge by providing a comprehensive mechanism that automates essential processes in data product development. This presentation will delve into how it not only simplifies workflows but also improves developer experience by enhancing feedback loops and cognitive load.

Juan \| Standardization of Predictive Maintenance Pipelines Juan will show how his team, The Model Factory, is currently setting up a framework that ensures that all our predictive maintenance pipelines follow standards that ensure 1) Short time-to-market, 2) maintainability, and 3) interpretability of outputs and intermediate calculations.

Ismael & Ricardo \| Airflow 3.0: A New Perspective on MLOps and GenAi The new version of Airflow is more than just a tool for data orchestration, and is coming up early 2025. Airflow It's evolving to meet the needs derived by the explosion of GenAi applications, and it is even changing its internal architecture to be faster and more flexible. In this talk, we'll discuss how Airflow 3.0 is evolving to support the requirements of modern applications. We'll also provide a practical example of using Airflow with a RAG implementation. It's a look at the future of Airflow, and we hope you'll join us.

Program 17:00 – 18:00 🍕 Food

Track 1

  • 18:00 – 18:10 🎤 Welcome
  • 18:10 – 19:00 🎤 Joe \| Ask Me Anything about Data Engineering or Otherwise
  • 19:00 – 19:15 ⏸️ Break
  • 19:15 – 20:00 🎤 Cristiano & Shashank \| Automating Creating Trusted Data Products: a developer experience-driven approach

Track 2

  • 18:00 – 18:10 🎤 Welcome
  • 18:10 – 19:00 🎤 Ismael & Ricardo \| Airflow 3.0: A New Perspective on MLOps and GenAi
  • 19:00 – 19:15 ⏸️ Break
  • 19:15 – 20:00 🎤 Juan \| Standardization of Predictive Maintenance Pipelines

20:00-21:00 🥤 Drinks 20:15-21:00 Tour ASML experience center

Joe Reis \| Author\, data engineer\, "recovering data scientist" Joe Reis, a "recovering data scientist" with 20 years in the data industry, is the co-author of the best-selling O'Reilly book, "Fundamentals of Data Engineering." He’s also the instructor for the wildly popular Data Engineering Professional Specialization on Coursera, created with DeepLearning.ai and AWS. Joe’s extensive experience encompasses data engineering, data architecture, machine learning, and more. He regularly keynotes major data conferences globally, advises and invests in innovative data product companies, writes at Practical Data Modeling and his personal blog, and hosts the popular data podcasts "The Monday Morning Data Chat" and "The Joe Reis Show." In his free time, Joe is dedicated to writing new books and articles, and thinking of ways to advance the data industry.

Cristiano Rocha \| Lead Data Engineer Cristiano is a lead engineer at ASML with an educational background in Distributed and Parallel Computing. With over 15+ years of experience in on-premise and cloud data-based solutions, Cristiano has a wealth of knowledge in building and maturing high-impact data platforms and self-service analytics programs for large organizations. He has extensive experience in a variety of roles, including data infrastructure engineer, self-service analytics platform engineer, data engineer, big data competence lead, DataOps competence lead, machine learning engineer, and data analyst.

Shashank Shekhar \| Senior Data Engineer Shashank is a Senior Data Engineer at ASML with extensive expertise in cross-cloud technologies and architecting and optimizing data pipelines that drive actionable insights. Over 7 years in the industry, Shashank has successfully executed complex data projects, enabling organizations to harness the full potential of their data.

Juan Manuel Ortiz Sevillano \| Machine Learning Engineer Juan is originally a Data Scientist who turned into a Machine Learning Engineer driven by the need to make ML models produce actual value. He currently focuses on reducing time-to-market and improving maintainability of Predictive Maintenance pipelines at ASML

Ismael Cabral \| Author\, Machine Learning Engineer Ismael is a Machine Learning Engineer and Airflow trainer at Xebia Data in The Netherlands. At the same time, he is currently co-authoring the 2nd version of “Data Pipelines with Apache Airflow”.

Ricardo Granados \| Author\, Analytics Engineer Ricardo Granados, co-author of Fundamentals of Analytics Engineering,  is an analytics engineer specializing in data engineering and analysis. With a master’s in IT management and a focus on data science, he is proficient in using various programming languages and tools. Ricardo is skilled in exploring efficient alternatives and has contributed to multicultural teams, creating business value with data products using modern data stack solutions. As an analytics engineer, he helps companies enhance data value through data modeling, best practices, task automation, and data quality improvement.

Note: For security reasons, we must register all visitors in advance. When registering, we ask for additional information such as first and last name, e-mail address and possibly license plate of your vehicle if you want to use a parking facility. Please use the extra field "Reason for visiting" to register your license plate.

Please note: bring a valid ID!

Eindhoven Data Community meetup 19 - ASML
NL dbt meetup: 4th Edition 2024-01-16 · 16:30

Get ready for the 4th dbt Meetup in the Netherlands!

This time, brought to you by our friends at i-spark & Orange Valley — with an excellent programme and a great opportunity to toast together to the new year!

We will live-stream this meetup as well, via https://meet.google.com/ggt-fdop-rca.

Schedule:

17:30 – 🍕 Welcome.

18:00 – 🎤 Tony Zeljković (Data Engineering Consultant at Curative) — Tackling Data Tech Debt: Practical Strategies for Enhancing Data Quality in Fast-Paced Environments.

18:30 – 🎤 Jeroen Visser, (CDO at i-spark) — How to integrate the dbt Semantic Layer with BI tools. It will cover a live setup of a metric in dbt and then make it actionable by visualizing it in Klipfolio Powermetrics.

19:00 – 🎤 Ricardo Granados Lopez (Analytics Engineer at Xebia) — Bringing value refactoring legacy code with dbt.

19:30 –🥤 Drinks

--- About the speakers:

Tony Zeljkovic Tony is an expert in transcending legacy thinking and delivering state-of-the-art solutions that scale, automate, and accelerate startups and scale-ups in the healthcare and technology sectors. Fluent in the languages of science, technology, and business, Tony's interdisciplinary approach enables him to drive innovation and create value in fast-paced, disruptive environments.

With extensive experience working alongside fast-paced unicorn tech startups disrupting the healthcare space, Tony has honed his ability to deliver results under tight deadlines and adapt to evolving industry needs. His versatile background positions him as a powerful force in driving meaningful change in the healthcare and technology sectors.

Jeroen Visser Jeroen is the Chief Data Officer at i-spark and Coalesced. He's passionate about driving data-driven transformation and architecting cutting-edge data solutions for strategic growth. His expertise is centered around empowering businesses with actionable solutions by using best-of-breed data technology, mostly for eCommerce and subscription-orientated businesses.

Ricardo Angel Granados López Ricardo Granados is an analytical engineer at Xebia Data with strong background in data engineering and analysis, he is a quick learner with passion for data and technology, consistently delivering valuable insight and solutions to a range of industries including energy, transport and fintech.

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Join the dbt Slack community: https://community.getdbt.com/

Join the conversation in the #local-netherlands channel in dbt Slack to connect with other data practitioners locally.

To attend, please read the Required Participation Language for In-Person Events with dbt Labs: https://bit.ly/3QIJXFb

NL dbt meetup: 4th Edition
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