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Data Engineering Videos
Tutorials, Talks & Community Content

FEATURED VIDEO

Welcome to the Data Engineering Videos hub — a collection of talks, tutorials, and community content for data professionals.

Explore practical sessions covering modern data engineering topics including data pipelines, cloud data platforms, data architecture, and analytics engineering.

This video library is part of the Data Community, helping data engineers and analytics professionals learn from real-world use cases, industry experts, and community discussions.

All Videos

What Most People Get Wrong About Data Mesh
28:43
From Monolith to a Contract-Driven Mesh - with Data Vault as the Foudation
52:25
Why AI Needs Ontologies with Juha Korpela - The Business Thinking Podcast
23:46
Designing AI That Understands Your Data
22:11
Semantics in Data Architecture - Real Life Learnings
52:27
Data Automation on dbt with VaultSpeed & AutomateDV
44:21
Data Community Conference 2026
07:53
Giving Your Organisation a Competitive Edge in the AI Era
39:07

Browse all videos from the Data Community, including expert talks, community webinars, conference presentations, and technical tutorials. Our video library covers data engineering, data architecture, Data Vault, analytics, cloud technologies, and modern data platforms, helping data professionals learn from real-world experiences and industry best practices.

Data Community Presentations

From Monolith to a Contract-Driven Mesh - with Data Vault as the Foudation
52:25
Semantics in Data Architecture - Real Life Learnings
52:27
Data Automation on dbt with VaultSpeed & AutomateDV
44:21
Giving Your Organisation a Competitive Edge in the AI Era
39:07
Optimising Snowflake Data Storage for Speed and Efficiency
47:03
Template-Driven Data Vault: A Code Centric Approach to Master Complexity
43:37
Giving Your Organization a Competitive Edge in the AI Era - Stephen Nwoye - The Data Community Event
41:57
Data-Centric Engineering at scale: How do we automate workflows for large-scale emissions reductions
33:13

Explore presentations from Data Community events, webinars, and conferences, featuring insights from data professionals, architects, engineers, and industry experts. These sessions cover a wide range of topics including data engineering, data architecture, Data Vault, analytics, cloud platforms, and modern data practices. Learn from real-world experiences, technical deep dives, and practical solutions shared by members of the global data community.

NEW Data Community Podcast

What Most People Get Wrong About Data Mesh
28:43
Why AI Needs Ontologies with Juha Korpela - The Business Thinking Podcast
23:46
Data Community Conference 2026
07:53
Designing AI That Understands Your Data
22:11

The Data Community Podcast explores the people, ideas, and experiences shaping today's data profession. Join conversations with data leaders, practitioners, technology experts, and community members as they share their career journeys, lessons learned, industry insights, and perspectives on the future of data. From data engineering and architecture to leadership, innovation, and professional growth, each episode brings real-world stories from across the global data community.

NEW Technical Webinars

Data Automation on dbt with VaultSpeed & AutomateDV
44:21

Our Technical Webinars are designed for data professionals looking to go beyond the basics. Discover expert-led sessions covering data engineering, data architecture, Data Vault, cloud technologies, analytics, and modern data platforms. Through practical demonstrations, technical deep dives, and real-world examples, these webinars help you develop skills and gain valuable insights from across the data community.

Case Studies & Success Stories

Semantics in Data Architecture - Real Life Learnings
52:27
Data-Centric Engineering at scale: How do we automate workflows for large-scale emissions reductions
33:13
McDonald’s Nordics: Enabling improved focus on modelling and the business​​
43:08
When Everything Changes Overnight: Data's Impact on Healthcare Reform in Finland
50:58
Interview with Mirvac about their experiences adopting AutomateDV (formerly known as dbtvault)
10:26
Data Vault User Group Case Studies Webinar: Lessons from 3 Data Vault Users
46:17

Explore real-world case studies and success stories from organisations across the data industry. These sessions showcase how teams have tackled data challenges, delivered business value, modernised their data platforms, and successfully implemented data engineering, analytics, and architecture initiatives. Learn from practical experiences, lessons learned, and proven approaches shared by data professionals and industry leaders.

Product Demos

Data Automation on dbt with VaultSpeed & AutomateDV
44:21
Optimising Snowflake Data Storage for Speed and Efficiency
47:03
IRiS – Simplifying Data Vault Automation
34:17
Perfect Harmony: Modeling Data with Ellie & Haley for the Willibald Team
48:03
Data Mesh & Data Vault on Snowflake
01:05:48
How Twine can efficiently move data from Data Vault to Data Mart
38:14
Data Vault Performance & Constraints on Snowflake
47:32
Why Data Vault Won’t Work Long Term Without End-to-End DataOps
37:06

Our Technical Webinars are designed for data professionals looking to go beyond the basics. Discover expert-led sessions covering data engineering, data architecture, Data Vault, cloud technologies, analytics, and modern data platforms. Through practical demonstrations, technical deep dives, and real-world examples, these webinars help you develop skills and gain valuable insights from across the data community.

TOPIC Data Mesh

What Most People Get Wrong About Data Mesh
28:43
From Monolith to a Contract-Driven Mesh - with Data Vault as the Foudation
52:25
Data Mesh & Data Vault on Snowflake
01:05:48
Data Mesh and Data Vault
52:43
Data Mesh & Data Vault - Can they really work together?
43:40
How decentralising your data with a Data Mesh can improve analytics
37:30
Cutting Data Fabric and Mesh to measure with Dr Barry Devlin
41:45

Explore our Data Mesh video collection, featuring expert talks, community discussions, and practical insights into one of the most talked-about approaches in modern data management. Learn about Data Mesh principles, domain-oriented ownership, data products, organisational change, and real-world implementation experiences. Whether you're evaluating Data Mesh, planning an adoption strategy, or looking to understand its impact on data architecture and engineering teams, these sessions provide valuable perspectives from practitioners and industry experts.

TOPIC Machine Learning & AI

Why AI Needs Ontologies with Juha Korpela - The Business Thinking Podcast
23:46
Designing AI That Understands Your Data
22:11
Giving Your Organization a Competitive Edge in the AI Era - Stephen Nwoye - The Data Community Event
41:57
Data-Centric Engineering at scale: How do we automate workflows for large-scale emissions reductions
33:13
Giving Your Organisation a Competitive Edge in the AI Era
39:07
From Data Foundations to AI Impact: Building Trust, Scale & Value - The Data Community Event
29:52
The Best Data Model for AI - Francesco Puppini's talk from The Data Community Event
43:19
Machine Learning in the Cloud, without any panic!
44:43

Discover talks, presentations, and discussions focused on Machine Learning and Artificial Intelligence. Featuring insights from practitioners, technology leaders, and industry experts, these sessions explore generative AI, machine learning, automation, data science, and the opportunities and challenges shaping the future of the data profession. Learn how organisations are applying AI technologies to drive innovation, improve decision-making, and create business value.

TOPIC Data Vault

Template-Driven Data Vault: A Code Centric Approach to Master Complexity
43:37
From Monolith to a Contract-Driven Mesh - with Data Vault as the Foudation
52:25
Conceptual Data Modelling is the key to Success with Data Vault
37:17
How supercharged CI/CD & Data Vault ensures data quality and development agility
38:56
Hear what the data is telling you! Build an enrichment platform with Data Vault
46:16
Data Mesh and Data Vault
52:43
How testing can speed up delivery of business value with Data Vault
51:16
Data Vault Performance & Constraints on Snowflake
47:32

Explore community talks, tutorials, and conference sessions covering Data Vault modelling, automation, implementation patterns, and real-world case studies from experienced practitioners.

Video Cover - 8 Year Old Interviews a Data Engineer
Video Cover - JOINing your data teams with dbt Mesh
Video Cover - Automating your Data Platform for Self-Service
Video Cover - Hubs are things of interest to the business
Video Cover - 4 Rules for Successful Data Vault Projects
Video Cover - Make sense of your data at face value

Watch our full library of videos on the Business Thinking YouTube channel

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