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A Guide to Kubernetes (Part 2): Different ways to deploy your application.
Deployments, Jobs, CronJobs and their use cases.
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Aurimas Griciūnas
2

August 2023

SAI Notes #10: Data Contracts in the Data Pipeline.
And the new Newsletter Discounts.
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Aurimas Griciūnas
The SwirlAI Data Engineering Project Master Template: The Collector (Part 1).
And how to run it on Kubernetes.
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Aurimas Griciūnas
6
A Guide to Kubernetes (Part 1).
And why you want to master it as a Data Professional.
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Aurimas Griciūnas
6
A Guide to Optimising your Spark Application Performance (Part 2)
A cheat sheet to refer to when you run into performance issues with your Spark application.
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Aurimas Griciūnas
2

July 2023

SAI Notes #09: Database Sharding.
And implementation architectures.
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Aurimas Griciūnas
Evolving Maturity of MLOps Stack in your Organisation.
And why less is sometimes better.
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Aurimas Griciūnas
1
The SwirlAI Data Engineering Project Master Template.
And why you should consider implementing it as a Data Engineer looking to up-skill in the field.
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Aurimas Griciūnas
Levels of Data Freshness in Machine Learning Systems
And what is needed to move between levels.
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Aurimas Griciūnas
A Guide to Optimising your Spark Application Performance (Part 1).
A cheat sheet to refer to when you run into performance issues with your Spark application.
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Aurimas Griciūnas
13

June 2023

SwirlAI Table of Contents
Find the topics of interest with ease.
 • 
Aurimas Griciūnas
SAI Notes #08: LLM based Chatbots to query your Private Knowledge Base.
And how you can build one easily.
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Aurimas Griciūnas
9
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