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data-science

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

A Beginner’s Guide To Understanding Feature Stores
Feature stores are rapidly gaining popularity in the machine learning environment. When I...
Optimisation in Business
Introduction The word optimisation is thrown about in the business world, quite often due to...
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...
Caching and Persisting data in Apache Spark and Azure Databricks
Every day this month we will be releasing a new video on Azure Databricks. Today we are...
Using PySpark to Join DataFrames In Azure Databricks
Every day this month we will be releasing a new video on Azure Databricks. Today we are...
Working with Partitioned Data in Azure Databricks
Every day this month we will be releasing a new video on Azure Databricks. Today we are...
Apache Spark Transformations and Actions in Azure Databricks
Every day this month we will be releasing a new video on Azure Databricks. Today we are...
Version Controlling Notebooks in Azure Databricks and Azure DevOps
Every day this month we will be releasing a new video on Azure Databricks. Today we are...
Creating Your First Machine Learning Model in Azure Databricks
Every day this month we will be releasing a new video on Azure Databricks. Today we are...
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