AgileData Blogs

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Data Engineering Patterns with Chris Gambill

Join Shane Gibson as he chats with Chris Gambill about a number of Data Engineering patterns.

Tesla and SpaceX with Joe Justice
Tesla and SpaceX with Joe Justice

In this episode, we talked to Joe Justice about how Tesla and Space X have developed a new operating model based on self-organizing teams that continuously discover, deliver, and improve to achieve a thousand year goal. It’s like the most radical combination of open space agility, OKR’s, Continuous Discovery, Continuous Delivery and Continuous Improvement, you can think of. Whatever you think of Elon Musk, these companies are way ahead of most other companies and accelerating further. Tune in for a fascinating discussion about how Tesla and Space X work.

Essence with Ivar Jacobson
Essence with Ivar Jacobson

Join Murray Robinson and Shane Gibson as they chat with Ivar Jacobson about Essence; a standard to develop patterns and pattern libraries that is being used by Scrum, SAFE, Lean and Kanban organisations. We discuss object oriented software engineering, use cases, UML, RUP, Essence and AI assisted method coaching. Join us to hear from one of the founders of the software engineering industry.

Attribution Model Patterns with Yorgos Moschovis
Attribution Model Patterns with Yorgos Moschovis

Explore the intricacies of marketing attribution with Yorgos Moschovis on the Agile Data Podcast. Dive into the complexities of tracking customer behavior across various channels and the challenges of connecting online and offline data. Learn about Yorgos’s journey from the Office of the Auditor General to a leader in data analytics, navigating through companies like Spark New Zealand and Silicon Graphics. Understand the evolution of attribution modeling, from basic first and last touch to sophisticated, multi-touch approaches. Discover the impact of third-party cookie demise on tracking and the emergence of identity management solutions. Gain insights into how different industries, like retail and insurance, approach customer journey mapping and the significance of continuous touches versus deeper histories. Hear Yorgos’s perspective on the diminishing role of static demographics in favor of digital behavior analysis. The conversation also delves into operational improvements through actionable insights, emphasising real-world applications and AB testing over theoretical model complexities.

Building a vibrant community with Scott Hirleman
Building a vibrant community with Scott Hirleman

Explore the art of building vibrant communities with Scott Hirleman on the Agile Data Podcast. Uncover key insights into community growth, operational strategies, and sustainability. Discover how Scott transitioned from a stock market enthusiast to a community management expert, specifically in tech and data spaces. Learn about the rapid expansion of the Data Mesh Learning Community, the importance of engaging members, and the role of timely content and responses. Delve into the operational nuances of community building, including automated onboarding, managing different fluency levels, and establishing community vibes. Understand the critical need for investment, sustainability, and how to overcome founder dependence. Gain insights into ideal team structures for community management and the significance of adaptability and realism in community growth. These comprehensive strategies and experiences offer valuable lessons for anyone looking to nurture and grow a successful community in the tech and data sectors.

Layered Data Architectures with Veronika Durgin
Layered Data Architectures with Veronika Durgin

Dive into the Agile Data Podcast with Shane Gibson and Veronika Durgin as they explore the intricacies of layered data architecture, data vault modeling, and the evolution of data management. Discover key insights on balancing data democratisation with governance, the role of ETL processes, and the impact of organisational structure on data strategy.

How can data teams use Generative AI with Shaun McGirr
How can data teams use Generative AI with Shaun McGirr

Discover the transformative impact of generative AI and large language models (LMS) in the world of data and analytics. This insightful podcast episode with Shane Gibson and Shaun McGirr delves into the evolution of data handling, from manual processes to advanced AI-driven automation. Uncover the vital role of AI in enhancing decision-making, business processes, and data democratization. Learn about the delicate balance between AI automation and human insight, the risks of over-reliance on AI, and the future of AI in data analytics. As the landscape of data analytics evolves rapidly, this episode is a must-listen for professionals seeking to adapt and thrive in an AI-driven future. Stay ahead of the curve in understanding how AI is reshaping the role of data professionals and transforming business strategies.

The patterns of Activity Schema with Ahmed Elsamadisi
The patterns of Activity Schema with Ahmed Elsamadisi

In an insightful episode of the AgileData Podcast, Shane Gibson hosts Ahmed Elsamadisi to delve into the evolving world of data modeling, focusing on the innovative concept of the Activity Schema. Elsamadisi, with a rich background in AI and data science, shares his journey from working on self-driving cars to spearheading data initiatives at WeWork. The discussion centers on the pivotal role of data modeling in enhancing scalability and efficiency in data systems, with Elsamadisi highlighting the limitations of traditional models like star schema and data vault in addressing complex, modern data queries.

Data Consulting Patterns with Joe Reis
Data Consulting Patterns with Joe Reis

Dive into the world of data consulting with Shane Gibson and Joe Reis on the Agile Data Podcast. Explore their journey from traditional employment to successful data consulting, covering client acquisition, business models, financial management, reputation, sales strategies, employee management, and work-life balance.

Modern Product Management with Pawel Huryn

Join Murray Robinson and Shane Gibson as they chat with Pawel Huryn about product management. What it is, and isn’t? How to motivate teams and what makes a product succeed. We discuss the difference between product management, which focuses on discovery and project management, which focuses on delivery. And how to do both at the same time in one empowered product team. We talk about how you can become a product manager and the best product management tools to use. Join us as we uncover valuable insights to help you succeed in this critical role.

Data Lineage Patterns with Tomas Kratky

In this episode of the AgileData Podcast, Shane Gibson has an insightful discussion with Tomas Kratky on the evolution and importance of data lineage, especially in large enterprises. Tomas Kratky, a traditional software engineer turned data enthusiast, shared his journey to founding Manta, a company focused on data lineage. The conversation highlighted the significance of data lineage, not just as an end in itself, but as a powerful tool for unlocking potential in large enterprises, enhancing visibility, and fostering agility.