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The 3 patterns of AgileData AI
Having AI embedded in your product have become table stakes it seems.
I have been thinking about our approach to AI in our product for a while and landed on 3 patterns that I use as a reference.
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Assisted AI
Automated AI
Knowledge Graphs with Juan Sequeda
Dive deep into the world of knowledge graphs with Juan Sequeda on the Agile Data Podcast, hosted by Shane Gibson. Explore key insights from Juan’s journey in computer science, his pivotal role in semantic web development, and the transformative power of knowledge graphs in data integration. Discover how these technologies are reshaping the landscape of data management and the exciting future prospects with the advent of Large Language Models (LLMs). Tune in to understand the practical applications, challenges, and the future of knowledge graphs in enterprise data strategy.
Data Storytelling with Kat Greenbrook
Explore the Art of Data Storytelling with Kat Greenbrook on the Agile Data Podcast. Dive into Kat’s transformative journey from aspiring vet to a data storytelling expert, and discover the power of the ABT (And, But, Therefore) narrative framework in conveying compelling data insights. Uncover common pitfalls and learn crucial differences between data visualization and storytelling. Enhance your business communication skills with practical tips and insights from ‘The Data Storyteller’s Handbook.’ Perfect for professionals in data analytics, business intelligence, and anyone keen to master the art of turning data into impactful stories.
Mobius loop with Gabrielle Benefield
In this episode, we talked with with Gabrielle Benefield, the inventor of the Mobius loop, an outcome focused product development framework. Gabrielle shares her journey in agile product development from Silicon valley to Yahoo. And the importance of focusing on outcomes of outputs and improving decision speed. We discuss why organisations don’t focus on outcomes, the problem with contracts and scaling an outcome based approach. And finally, we talk about how you can use an experimental approach to bring an outcome driven, focus to your organisation.
Demystifying CDP’s vs. Data Warehouse’s
In this article we describe the concepts of Customer Data Platforms (CDP) versus Data Warehouses.
The magic of DocOps
TD:LR Patterns like DocOps provide massive value by increasing collaboration across team members and automating manual tasks. But it still requires a high level of technical skills to work in a DocOps way. For the AgileData App and Platform, we want to delvier those...
Iterations create milestone dates, milestone dates force trade off decisions to be made
Data teams struggle to not “boil the ocean” when doing data work.
Use milestones as a pattern to help the data team to focus on what really needs to be built and manage the trade-off decisions for what doesn’t.
Sprint Goals with Maarten Dalmijn
In this episode, Murray Robinson chats with Maarten Dalmijn about Sprint Goals. We discuss how sprint goals should act as a primary mission for a sprint, around which everyone’s tasks should revolve, rather than focusing on individual deliverables. We talk about challenges to implementing this approach, the importance of measuring outcomes over output, and the need for competency and trust in the team. This conversation highlights the importance open dialogue with stakeholders, and the necessity of adaptability in the face of uncertainty.
Your data team are mercenaries, define your ways of working based on this
Modern data teams are transient, often staying less than 5 years, unlike past decades of long-term loyalty.
Companies should adapt by defining robust Ways of Working (WoW) that endure beyond individual tenures.
Balancing in-house teams with reliable data vendors for continuity and efficiency may also be a useful pattern as part of your WoW.
AgileData App
Explore AgileData features, updates, and tips
Network
Learn about consulting practises and good patterns for data focused consultancies
DataOps
Learn from our DataOps expertise, covering essential concepts, patterns, and tools
Data and Analytics
Unlock the power of data and analytics with expert guidance
Google Cloud
Imparting knowledge on Google Cloud's capabilities and its role in data-driven workflows
Journey
Explore real-life stories of our challenges, and lessons learned
Product Management
Enrich your product management skills with practical patterns
What Is
Describing data and analytics concepts, terms, and technologies to enable better understanding
Resources
Valuable resources to support your growth in the agile, and data and analytics domains
AgileData Podcast
Discussing combining agile, product and data patterns.
No Nonsense Agile Podcast
Discussing agile and product ways of working.
App Videos
Explore videos to better understand the AgileData App's features and capabilities.
The Enchanting World of Data Magicians: Marketing Analytics vs. Product Analytics
Marketing Analytics involves analysing data from various channels, such as social media, email, and websites, to assess the performance of marketing efforts.
Product Analytics focuses on understanding and improving user experience and satisfaction with digital products or services.
What is Data Lineage?
TD:LR AgileData mission is to reduce the complexity of managing data. In the modern data world there are many capability categories, each with their own specialised terms, technologies and three letter acronyms. We...
Agile Security
Join Shane and guest Laura Bell as they discuss how you can eat the security elephant in an agile way.
Data Mesh 4.0.4
TD:LR Data Mesh 4.0.4 is only available for a very short time. please ensure you scroll to the bottom of the article to understand the temporal nature of the Data Mesh 4.0.4 approach.This article was published on 1st...
Abracadabra! Unravel the Mysteries of Data Catalog
Data catalogs are comprehensive inventories of an organisations data assets, helping data analysts and information consumers to quickly find, understand, and utilise relevant information. They foster collaboration, maintain data governance, and ensure compliance.
Catalog & Cocktails Podcast – agile in the data domain
Early in 2022 Shane Gibson was lucky enought to talk to the Catalog and Cocktails podcast crew about agile in the data domain. Watch or listen to the episode.
Whats the hottest new data thing in 2022 — Data Mesh or Metric Store
There is a lot of vendor washing going on A lot of data vendors are vendor washing their technologies to pretend they enable "Data Mesh" as they are punting on Data Mesh being the new thing for 2022. I think they are...
Data Observability Uncovered: A Magical Lens for Data Magicians
Data observability provides comprehensive visibility into the health, quality, and reliability of your data ecosystem. It dives deeper than traditional monitoring, examining the actual data flowing through your pipelines. With tools like data lineage tracking, data quality metrics, and anomaly detection, data observability helps data magicians quickly detect and diagnose issues, ensuring accurate, reliable data-driven decisions.
Analyst vs Analytics Engineer – Benn Stancil
Join Shane and guest Benn Stancil as they discuss the difference between the age old analyst role and the new emerging role of analytics engineer (amongst a few other interesting things)
3 agile architecture things
Join Shane and guest Brian McMillian as they discuss the art of architecture in an agile data world. We discuss 3 things: 1. the 4x approach2. data vault3. everything is code
AgileBI – Raphael Branger
Join Shane and guest Raphael Branger as they discuss combining agile ways of working with the world of data and business intelligence (BI).
Agile and Analytics – Shaun McGirr
Join Shane and special guest Shaun McGirr as they discuss the combining of agile ways of working with analytics teams.
AgileData >>> Modern Data Stack
TD:LR AgileData's mission is to reduce the complexity of managing data. A large part of modern data complexity is selecting, implementing and maintaining a raft of different technologies to provide your "Modern Data...
A selection of practical agile patterns when using Data Vault
In 2021 Shane Gibson was lucky enough to present “A selection of practical agile patterns when using Data Vault” at the Knowledge Gap Conference
Agile DataOps
TD:LR Agile DataOps is where we combine the processes and technologies from DataOps with a new agile way of working, to reduce the time taken and increase the value of the data we provide to our customers What's in a...
The magic of Agile Data teams vs Agile Software teams – Lynn Winterboer
Join Shane and special guest Lynn Winterboer as they discuss the core differences between teams that leverage an agile way of working while managing data versus creating software.
Agile Data Testing Techniques, a magical list of testing TLA’s
Join Shane and Nigel as they discuss the many notions you should understand to start your journey on the DataOps and automated data testing path.
Data Lineage, mapping your way to magic
Join Shane and Nigel as they discuss data lineage, what it is, why people want it and what it can actually be used for.
The Magic of Serverless
Join Shane and Nigel as they discuss what serverless actually means, and the value of leveraging serverless components within your data platform.
The “Killer” Feature
One feature to rule them all As product managers we are always looking for the next “killer feature” for our product. You know the one, that feature that will become the magical thing that will have customers flooding...
Data Layers, the magic of the right data in the right place
Join Shane and Nigel as they discuss what data layers and how we apply data layers as a core part of the AgileData.io Agile-Tecture.