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advancing-spark

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

Advancing spark
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Data AI Advancing Spark Generative AI Data Strategy LLM
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Toyosi Babayeju
Azure CosmosDB for GraphRAG: A Single-Platform Solution for GenAI
Introduction In the evolving landscape of enterprise architecture, organisations often find...

17th January, 2025

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Data Engineering Advancing Spark
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Jordan Witcombe
Liquid Clustering 101 - How you should be storing & optimising your...
Liquid Clustering (LC) was designed to replace table partitioning and the ZORDER command, to...

18th October, 2024

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Engineering Advancing Spark
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Falek Miah
Databricks Delta Cache and Spark Cache
As data sizes and demand increases as time goes on, you often see slowness on Databricks this...

26th September, 2021

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Advancing Spark
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Terry McCann
Spark 3.0 Questions and answers from the Data AI Summit
At the Data + AI Summit, Simon delivered a session on “Achieving Lakehouse Models with Spark...

19th November, 2020

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AI Advancing Spark
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Tori Tompkins
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...

21st October, 2020

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Advancing Spark Data Science
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Tori Tompkins
Will Koalas replace PySpark?
One of the first of many big announcements at the 2020 Spark and AI Summit was the official...

5th July, 2020

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