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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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Engineering
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Falek Miah
Databricks Execution Plans
The execution plans in Databricks allows you to understand how code will actually get executed...

10th October, 2021

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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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Chris Williams
Slowly Changing Dimensions (SCD Type 2) with Delta and Databricks
From Warehouse to Lakehouse Pt.2 SCD Type 2 in SQL and Python Introduction For more...

26th September, 2021

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Engineering
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Chris Williams
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...

6th September, 2021

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Engineering Infrastructure As Code
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Falek Miah
Terraform Databricks Labs
In late 2020, Databricks introduced Databricks Labs a collection of Terraform Providers that...

1st September, 2021

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Engineering Serverless Computing
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Grace OHalloran
An Introduction to Serverless Computing and Function-as-a-Service
What is Serverless Computing? The term serverless computing can be misleading; how can you...

1st September, 2021

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Gavita Regunath
6 Ways AI is Transforming the Finance Industry
"AI is the 'new electricity' … just as electricity transformed many industries roughly one...

25th August, 2021

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Engineering
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Zach Stagers
Azure Data Lake ACL Introduction
Introduction to ACL’s Access Control Lists (ACLs) offer low-level control of access to the...

12th August, 2021

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Ust Oldfield
Databricks Labs: Data Generator
Databricks recently released the public preview of a Data Generator for use within Databricks...

8th August, 2021

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Ust Oldfield
Data Mesh Deep Dive
In a previous post, we laid down the foundational principles of a Data Mesh, and touched on...

4th August, 2021

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