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Critical need to knows for Data Engineers in 2026. Includes Deep Research Papers, Audio Deep Dives and Video Explainers, along with relevant summary slide decks

A guide for those starting out on your data journey to learn core concepts and outcomes of good quality data management.

EARLY ACCESS: The premier of the Accelerated Learning Guide for the: Fundamentals of Data Engineering by Joe Reis & Matt Housely

A Data Scientist's perspective on AI Engineering in the Enterprise. Join Sheng Lan as he steps you through different use cases, resources and talks on Enterprise AI deployments with IBM watsonx.

Understanding the basics of a Data Vault approach to managing large information sets.

A searchable archive of videos, webinars, and podcasts. A repository for Data Vault 2.0 Methodology tips, tools and best practices.

Discover upcoming community events near you. Be a part of a day filled with knowledge transfer, learning, and networking.

Explore our past community events, discover their highlights, get impressions and gain access to resources.

The best option for Data Vault Automation on Azure. Augment any cloud tools with DV2 Automation.

Learn about the people who have shaped modern data methods, tools and approaches

This class offers specialised WhereScape resources with a focus on Microsoft Fabric, Databricks, and Data Vault 2.0.

Explore handpicked Datavault Builder resources about Data Vault, Data Warehousing and more. Deep dive into use case stories and learn how to use the Datavault Builder. Explore advanced topics like CI/CD pipelines, bi-temporal data processing, data modeling, and real-time analytics. Gain the skills to deliver successful data warehousing projects faster and more efficiently.

Help and guidance for students onboarding for Data Vault courses run by Scalefree. Contact us at [email protected]

Help and guidance for students onboarding for Data Vault courses run by Ignition (ignition-data.com/datavault/training). Contact us at [email protected].

Got questions about Data Vault and need help from the experts? The Data Vault Q&A series brings together practical questions and expert answers on designing, building, and scaling modern data platforms. Hosted by Julien Redmond and featuring Data Vault expert Nols Ebersohn, each episode tackles real-world challenges faced by data teams, from modelling decisions and governance to Lakehouse architecture, automation, and change over time.

In a data fuelled world that's constantly changing and evolving, the guiding principles behind how data professionals collect, curate and care for the data of others is more important than ever. In this Classroom, Richard Harris, from Data Design Consulting introduces students to the 9 Data Privacy Principles, and why they are so important for data management.

A comprehensive study guide for data science fundamentals structured using the three-act narrative framework. This course takes you through the complete journey from introduction to practical application, covering essential principles and hands-on exercises to master data science concepts.

Join us for a series of Webinars, hosted by Ignition Data and Nexus Data, exploring how to best drive real growth using data, analytics and insights to ensure the best ROI and business outcomes.

Welcome to the First Weekly Challenge! Over July we're going to publish a new challenge for you to try! You get to pick the challenge level and when you're done, give us a screenshot of your work and post it in the Weekly Challenge thread in the Community Section!