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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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Tori Tompkins
How to Fix Different Types of Model Drift
Introduction Model drift refers to the decline of model performance due to changes in data and...

11th January, 2022

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Data Science
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Luke Menzies
Optimisation in Business
Introduction The word optimisation is thrown about in the business world, quite often due to...

11th January, 2022

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Anna Wykes
DevOps for Databricks: Using Rest API & Python in YML CI/CD Pipelines
Welcome to the third instalment in my DevOps for Databricks blog series. Here we will take the...

4th January, 2022

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Anna Wykes
DevOps for Databricks: Databricks Rest API & Python
In this blog series I explore a variety of options available for DevOps for Databricks. This...

21st December, 2021

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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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