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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

Announcement: Microsoft Triple Gold Partner
We are incredibly pleased to announce that we have obtained another Gold Partner accreditation...
Identifying Data Outliers in Apache Spark 3.0
The secret to getting machine learning to work effectively is in ensuring that the data we are...
We only have one planet, let’s look after it!
Advancing Analytics - CarbonNeutral® company certification From the beginning, Advancing...
Deploy models (almost) anywhere with ONNX.ai
We often talk about productionisation of Machine Learning being the hardest problem in Data...
Will Koalas replace PySpark?
One of the first of many big announcements at the 2020 Spark and AI Summit was the official...
Working with Data Schemas and Models in Scala: Case Classes
This is the third of my blogs in the Scala Parlour Series, in which we explore Scala, and why...
Understanding Azure Synapse Analytics
You might have seen that I’ve been pretty busy recently, digging into the new Azure Synapse...
Scala For Big Data Engineering – Monads
This is the second of my blogs in the Scala Parlour Series, in which we explore Scala, and why...
Azure Synapse Analytics - Microsoft's Flagship Lakehouse Now in...
Today’s the day! There’s much buzz & excitement as we FINALLY get to see Azure Synapse...
Selecting the right Recommendation System
Introduction Putting the right products in front of your customers at a time they are...
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