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Machine Learning & AI

Rapid Machine Learning Prototyping in Rust

Rust? Yes, Rust. Not even I, the one writing this article, am familiar with the language, if we don’t count this past week. So why am I writing about it with such limited knowledge? Well, first of all, it’s my blog, and I can write whatever I want. Secondly, the Linfa library looks pretty sick! […]

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Machine Learning & AI

Generating Synthetic Data for Your ML Models

Maybe it’s your first time hearing the term “synthetic data.” What could it be? Synthetic data is like fuel for your ML models, made from non-organic materials. Okay, jokes aside, what actually is synthetic data? It’s a little complex, but in simple terms, it’s artificially generated data that mimics real data. First, we tried to […]

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Machine Learning & AI

Why Your Model Deceives You With High Accuracy (Overfitting in ML Models)

Let’s be honest. Few things are more misleading in machine learning than a model showing 99% (or even 100%) accuracy because of overfitting. On paper, that number looks great. But just like a first date that feels a little too perfect, something usually feels off. And most of the time, it is. That shiny accuracy […]