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machine-learning

Welcome to the Advancing Analytics blog. We’re a bunch of data and AI specialists who build modern platforms and make messy data behave.

You'll find a trove of posts and video here, focused on AI and machine learning, data engineering and analytics. Our blogs are all based on what we’re seeing in the real world - with lessons learned from the sharp end of delivery. 

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Recent Blogs

Machine learning
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AI Data Science Machine Learning LLM
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Toyosi Babayeju
Building PII Redaction That Reasons, Not Just Recognises
Introduction How we cut false positive PII detections significantly in a marine insurance...

24th February, 2026

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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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AI MLOps Machine Learning Databricks Azure DevOps
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Toyosi Babayeju
Databricks MLOps For Businesses & Techies - A Case Study
Every month millions of customers slip away, but what if you could spot them before it's too...

14th July, 2025

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AI Data Science Machine Learning Generative AI Databricks
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Toyosi Babayeju
Agentic Audio Insurance Claims Assistant
Introduction Insurance claim processing is often burdened by slow, manual steps that frustrate...

22nd April, 2025

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Data Science MLOps Machine Learning Databricks
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Dean Kennedy
Why Databricks is the Key for MLOps Success in 2025 and Beyond!
A Brief Introduction to MLOps Machine Learning Operations (MLOps) is the practice of building,...

25th March, 2025

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AI Data Science Machine Learning
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Gavita Regunath
Azure OpenAI vs OpenAI: What's the Difference?
Written by Gavita Regunath and Anna Wykes TL;DR: Azure OpenAI Service provides a safe and...

23rd April, 2023

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AI Data Science Machine Learning
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Gavita Regunath
Simplifying Machine Learning Deployment with Azure’s Managed Endpoints
This blog post was written jointly by Gavita Regunath, Principal Data Scientist at Advancing...

19th April, 2023

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AI Data Science Machine Learning
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Gavita Regunath
10 reasons why Azure Databricks for Machine Learning Rocks!
The world of machine learning is constantly evolving, and businesses today face many...

14th February, 2023

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AI Data Science Announcements Machine Learning
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Gavita Regunath
Partnering with Dataiku: Enhancing Our Data Science and Machine...
Advancing Analytics are thrilled to announce that we have teamed up with Dataiku, the platform...

30th January, 2023

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AI Data Science Machine Learning
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Gavita Regunath
Maximising Customer Value with 360 View and Machine Learning
We all know the phrase "customer is king"— it's all about putting the customer at the centre...

27th January, 2023

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