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ML-Guy

Architecting a Successful Modern Data Analytics Platform in the Cloud

After we discussed the concepts for Building a Successful Modern Data Analytics Platform in the Cloud, it is time to architect it. This…

12 min readFeb 5, 2021

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Architecting a Successful Modern Data Analytics Platform in the Cloud

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Pinned

ML-Guy

Building a Successful Modern Data Analytics Platform in the Cloud

I worked with dozens of companies migrating their legacy data warehouses or analytical databases to the cloud. I saw the difficulty to let…

12 min readOct 20, 2019

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The three layers of a modern data analytics platform

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ML-Guy
in
AWS in Plain English

Building an Organization Ontology

Part 1: Scalable serverless solution for managing organizational charts and other large enterprise structure data.

9 min readMar 14, 2024

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Building an Organization Ontology

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ML-Guy
in
AWS in Plain English

AWS Step Functions (unofficial) FAQ

The problem with AWS is not that you can’t do things with it but that there are too many ways to do the same thing, and it is hard to know…

9 min readJan 22, 2024

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AWS Step Functions (unofficial) FAQ

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ML-Guy
in
AWS in Plain English

Automate Your Work at Scale in 5 Steps

How do you transition from manually completing individual tasks to creating a full-scale service that automates them? In this post, we…

12 min readOct 9, 2023

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Automate Your Work at Scale in 5 Steps

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ML-Guy
in
AWS in Plain English

AWS Managed Services Cons and Pros

The decision of when to use a managed service in the AWS cloud or an alternative, such as the open-source version of the same service, is…

7 min readJul 3, 2023

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AWS Managed Services Cons and Pros

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ML-Guy

20 Additional Business Problems Amazon is Trying to Solve with Machine Learning — Part I

In the previous post, we described 5 big business problems Amazon is trying to solve with machine learning. However, Amazon changed some…

19 min readJan 20, 2023

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20 Additional Business Problems Amazon is Trying to Solve with Machine Learning — Part I

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ML-Guy
in
DataDrivenInvestor

The short tale about the long tail

A lot has changed since Chris Anderson published a famous 2004 article in Wired about the long tail. Back then, Amazon, Netflix, and…

8 min readNov 11, 2022

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The short tale about the long tail

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ML-Guy

1–2–3-Many?

What can we learn from how birds count and triathlon races to help us improve software product development?

10 min readJun 18, 2022

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1–2–3-Many?

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ML-Guy

The Future According to Tesla

Five lessons from buying, driving, and owning a Tesla car about the future of automobiles and the world. On top of the obvious predictions…

10 min readMar 26, 2022

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The Future According to Tesla

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ML-Guy

ML-Guy

Guy Ernest is the co-founder and CTO of @aiOla, a promising AI startup that closes the loop between knowledge, people & systems. He is also an AWS ML Hero.

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