Sarah Glasmacher
Sarah Glasmacher
my journey through ML and studies
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Machine Learning

How to Validate Config YAML with Pydantic in Machine Learning Pipelines
ML Ops

How to Validate Config YAML with Pydantic in Machine Learning Pipelines

1. Why Use Config Files (in ML)? In ML projects, you always want to keep data and code separate. The
How I Set Up a Machine Learning Project with `uv` and `pyproject.toml`
ML Ops

How I Set Up a Machine Learning Project with `uv` and `pyproject.toml`

One of the biggest challenges in machine learning is ensuring that an experiment can be reliably reproduced. Of course, this
Intro to Scene Text Recognition - Guide to Image-to-Text Conversion
Machine Learning

Intro to Scene Text Recognition - Guide to Image-to-Text Conversion

Recognizing text in a photo - something we're quite good at, but neural networks struggle quite a bit
3 Lessons from the paper "Attention Is All You Need" as a Beginner
Machine Learning

3 Lessons from the paper "Attention Is All You Need" as a Beginner

With the recent surge of news about image, or even art, generating AI, I'm sure I'm
Learning

5 Tips for Reading Scientific proof-based Papers

When I started working towards my master thesis I got overwhelmed with 30 page papers where each proof made ZERO