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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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Grace OHalloran
Computer Network Basics
Introduction My motivation for writing this blog post was largely to share my own journey in...

21st December, 2021

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AI
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Gavita Regunath
Understanding The Difference Between AI, ML, And DL: Using An...
I debated whether to write this piece for a long time. This was due to several factors. At a...

15th December, 2021

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Engineering DevOps
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Anna Wykes
DevOps for Databricks: Getting Started
As a consultant and Data Engineer I’ve lost count of the number of times I’ve been asked “how...

13th December, 2021

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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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