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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

What is Microsoft Fabric? An Introduction
What is Microsoft Fabric? Fabric is Microsoft’s shiny new all-encompassing...
Using Databricks SQL in VSCode
Recently, I had the opportunity to explore the Databricks SQL extension for VSCode, and I was...
Introduction to Databricks SQL
Databricks SQL is a powerful tool for querying and analysing data in Databricks Lakehouse. It...
Medallion Architecture: What is it?
Businesses are currently in a data Gold Rush. With the vast array of Data Sources and types of...
A Hybrid Approach to Fraud Detection
Image from Financial IT Being able to detect fraud is one of the major issues faced by...
Azure OpenAI vs OpenAI: What's the Difference?
Written by Gavita Regunath and Anna Wykes TL;DR: Azure OpenAI Service provides a safe and...
Tips for the Databricks Certified Data Engineer Associate...
After passing the Databricks Certified Data Engineer Associate certification in July of last...
Simplifying Machine Learning Deployment with Azure’s Managed Endpoints
This blog post was written jointly by Gavita Regunath, Principal Data Scientist at Advancing...
MLOps - Hints and Tips for more Robust Model Deployments
Introduction Machine learning (ML) model deployment is a critical part of the MLOps lifecycle,...
MLOps - A Quick and Easy Guide to Model Deployment using Azure...
Introduction Deploying machine learning (ML) models into production can be challenging, as it...
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