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Blogs

Thanks for reading. Here you will find a huge range of information in text, audio and video on topics such as Data Science, Data Engineering, Machine Learning Engineering, DataOps and much more. The show notes for “Data Science in Production” are also collated here.

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Recent Blogs

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...
Supporting Colleagues during Ramadan
The Basics What is Ramadan? Ramadan is the 9th month of the Islamic calendar. It is considered...
An Introduction to SunBeam
SunBeam™ is a data modelling approach established at Advancing Analytics by our resident Power...
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Vector (46) dise