Maria Karanasou – Medium

Maria Karanasou

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Maria Karanasou

Machine Learning Interpretability — Shapley Values with PySpark

Interpreting Isolation Forest’s predictions — and not only

10 min readMar 20, 2021

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Machine Learning Interpretability — Shapley Values with PySpark

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Maria Karanasou

Thank you for the walk-through, I am on the team that created AI Chat.

One note: as of yesterday, it is now open to all browsers :)

1 min readApr 4, 2024

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Maria Karanasou

Handling Big(-ish) Data in Postgres with Data Partitioning

TL;DR

8 min readAug 18, 2023

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Handling Big(-ish) Data in Postgres with Data Partitioning

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Maria Karanasou

Minimizing the soul-sucking part of working with Spark, one bug at a time

PySpark debugging pt. 2

5 min readJan 5, 2023

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Minimizing the soul-sucking part of working with Spark, one bug at a time

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Maria Karanasou

Bot-hunting with Baskerville

Leverage Machine Learning to defend against DDoS

6 min readAug 6, 2021

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Bot-hunting with Baskerville

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Maria Karanasou

Thank you for your kind words!

1 min readMay 13, 2021

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Maria Karanasou

Very happy to know the article and code were useful to you.

1 min readApr 21, 2021

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Maria Karanasou

Great reasoning, just a small question about the other allowed characters like `-`, `?`,

Also, would you do anything differently if there was a requirement to include urls in other languages

1 min readApr 21, 2021

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Maria Karanasou

First of all, I really enjoyed your thorough analysis, excellent article, thanks!

For the highlighted part, I of course agree about the NoSQL case, but the `no relationship` part is not exactly true, right? I mean there…

1 min readApr 21, 2021

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Maria Karanasou
in
The Startup

A Spark Attack

Time to check your spark clusters

3 min readNov 28, 2020

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A Spark Attack

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Maria Karanasou

Maria Karanasou

A mom and a Software Engineer who loves to learn new things & all about ML & Big Data. Buy me a coffee to help me keep going buymeacoffee.com/mkaranasou

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