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Blogs

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

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Data Engineering
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Falek Miah
Introduction to Databricks SQL
Databricks SQL is a powerful tool for querying and analysing data in Databricks Lakehouse. It...

11th May, 2023

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Ed Oldham
Medallion Architecture: What is it?
Businesses are currently in a data Gold Rush. With the vast array of Data Sources and types of...

1st May, 2023

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Ayodeji Ogunlami
A Hybrid Approach to Fraud Detection
Image from Financial IT Being able to detect fraud is one of the major issues faced by...

25th April, 2023

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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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Dylan Jones
Tips for the Databricks Certified Data Engineer Associate...
After passing the Databricks Certified Data Engineer Associate certification in July of last...

19th 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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Alexander Billington
MLOps - Hints and Tips for more Robust Model Deployments
Introduction Machine learning (ML) model deployment is a critical part of the MLOps lifecycle,...

30th March, 2023

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Alexander Billington
MLOps - A Quick and Easy Guide to Model Deployment using Azure...
Introduction Deploying machine learning (ML) models into production can be challenging, as it...

23rd March, 2023

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Events
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Diversity & Inclusion Team
Supporting Colleagues during Ramadan
The Basics What is Ramadan? Ramadan is the 9th month of the Islamic calendar. It is considered...

22nd March, 2023

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Shannon Bloye
An Introduction to SunBeam
SunBeam™ is a data modelling approach established at Advancing Analytics by our resident Power...

2nd March, 2023

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