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Blogs

Thanks for reading. Here you will find a huge range of information in text, audio and video on topics such as Data Science, Data Engineering, Machine Learning Engineering, DataOps and much more. The show notes for “Data Science in Production” are also collated here.

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AI Machine Learning Generative AI
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Toyosi Babayeju
Intelligent Pricing Model: Powered by ML, Guided by GenAI
Introduction Assessing an individual’s creditworthiness has always relied on a complex blend...

18th December, 2025

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Christopher Durow
Design Considerations for your AI Framework
Futureproofing for MCP, A2A collaboration, and the next 24 months of change Introduction I’ll...

11th December, 2025

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AI Generative AI
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Tom Radburn
How Advancing Analytics is Transforming Customer Service
How Advancing Analytics’ “Analytics Support” Is Transforming Customer Service Imagine...

1st December, 2025

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AI Data Governance Analytics Generative AI LLM
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Ust Oldfield
Tags as AI Labels: Why Generative AI Needs Metadata It Can Trust
Generative AI systems, especially those using retrieval-augmented generation (RAG), depend not...

22nd November, 2025

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Engineering Case Study Data Governance Databricks Insurance
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Sargithan Senthilselvan
Early Insights from Applying the Databricks Data Quality DQX...
Introduction Are you suffering from poor data quality? Find out how we are helping an...

12th November, 2025

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Databricks data quality unity catalog
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Craig Porteous
Make Data Quality Simpler with Databricks
Data quality is the kind of topic that gets the same reception as "Documentation" when...

3rd November, 2025

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Chief Data Officer Data Governance Analytics Data Strategy
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Ust Oldfield
Tagging is Metadata’s Metadata: Why Good Tags Matter
What Are Tags, Really? Tags are often dismissed as technical conveniences — tiny labels stuck...

29th October, 2025

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AI Data Science Generative AI LLM Python
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Dean Kennedy
Prompt Optimisation: An Introduction to DSPy
What is Prompt Optimisation? Prompt optimisation is the process of systematically improving...

24th October, 2025

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AI Generative AI Data Strategy Databricks
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Toyosi Babayeju
Why Databricks is the Leading Platform in the AI Era
How Databricks Saw the AI Future Coming Databricks didn’t stumble into GenAI, it engineered...

17th October, 2025

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AI Generative AI
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Christopher Durow
Microsoft Agent Framework: Why composability actually matters this...
Introduction Microsoft just dropped the Agent Framework, and honestly, my first reaction was...

13th October, 2025

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