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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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Alexander Billington
Recommender Systems — Using Snorkel for Relevance Labelling
Introduction to Snorkel Created in Stanford in 2016, Snorkel is a system for programmatically...

19th January, 2022

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Grace OHalloran
On-Premise Self Hosted Integration Runtime for Azure Data Factory:...
Introduction In this post I will discuss the solution to a problem that plagued me on a client...

19th January, 2022

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Tori Tompkins
Getting Started with Graph Analysis in NetworkX
Introduction NetworkX is a Python package for the creation, manipulation, and study of the...

18th January, 2022

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AI Data Science
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Gavita Regunath
A Beginner’s Guide To Understanding Feature Stores
Feature stores are rapidly gaining popularity in the machine learning environment. When I...

13th January, 2022

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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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