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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

Slowly Changing Dimensions (SCD Type 1) with Delta and Databricks
From Warehouse to Lakehouse Pt.1 SCD Type 1 in SQL and Python Introduction With the move to...
Terraform Databricks Labs
In late 2020, Databricks introduced Databricks Labs a collection of Terraform Providers that...
An Introduction to Serverless Computing and Function-as-a-Service
What is Serverless Computing? The term serverless computing can be misleading; how can you...
6 Ways AI is Transforming the Finance Industry
"AI is the 'new electricity' … just as electricity transformed many industries roughly one...
Azure Data Lake ACL Introduction
Introduction to ACL’s Access Control Lists (ACLs) offer low-level control of access to the...
Databricks Labs: Data Generator
Databricks recently released the public preview of a Data Generator for use within Databricks...
Data Mesh Deep Dive
In a previous post, we laid down the foundational principles of a Data Mesh, and touched on...
What is Data Mesh?
To be able to properly describe what Data Mesh is, we need to contextualise in which...
Facebook Prophet and the Stock Market (Part 2)
Understanding how Prophet does what it does. Prophet-generated FTSE100 fitting and forecast....
Explainability AI
Written by Dan Lantos, Ayodeji Ogunlami and Gavita Regunath TL;DR SHAP values are a...
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Vector (46) dise