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Deliberate Machine Learning

Laszlo Sragner

Deliberate Machine Learning: Machine Learning Product Management & How to write better code as a DS?

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Substack
PricingOnly free issuesPublishesWeekly
Issues98Founded6 years agoLast Issuea year ago
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Latest Issues

Async Python for Data Scientists

This post is about async Python and gives a brief explanation and a set of tools to get from zero to one. If you are interested in this kind of content, please subscribe:

Code for the post can be found here, together with the Mocking and F...

a year ago
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Faking OpenAI - Unit testing in the age of LLMs (Part Two)

This is the continuation of unit testing in GenAI. Please read the previous one before continuing: Mocking OpenAI - Unit testing in the age of LLMs (Part One)

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In this case, we will structure the code slightly differently to...

a year ago
6

Mocking OpenAI - Unit testing in the age of LLMs (Part One)

I haven’t written for a while because I was heads down on a GenAI project. But recently I ran into something which I think is noteworthy.

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Just because everyone uses LLMs and code generators, it doesn’t mean we don’t have to...

a year ago
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Python Project Essentials course for $25

For $25, you get an hour of interactive exercises on Github Codespaces, teaching you:

  • how to use a package manager

  • automated code formatting

  • setting up automated testing

  • debugging in VSCode and Juypter

LINK: https://...

2 years ago
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Ruff - the new king of Python code formatting

After long hesitation, I switched to Ruff in a new project, and I realised I should have done that long ago.

Why do we use automated code formatters and linters? How do we do it exactly?

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Black and code formatting

We all...

2 years ago
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    Doing Machine Learning is frustrating. Our mission is to change that.

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