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title: "#machine-learning-python-data-science-scikit-learn-classification articles | Hashnode"
description: "Explore 2 articles tagged #machine-learning-python-data-science-scikit-learn-classification on Hashnode. Tutorials, guides, and how-tos from the community."
url: "https://hashnode.com/tag/machine-learning-python-data-science-scikit-learn-classification"
---

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# #machine-learning-python-data-science-scikit-learn-classification

2 posts · 0 followers

[Arun Sundar](https://hashnode.com/@arunsundar) · [Jul 31, 2025](https://hashnode.com/posts/introducing-prunedtree-smarter-decision-trees-with-automatic-depth-pruning/688bad2f66ed6088b7f34451)

### [Introducing PrunedTree: Smarter Decision Trees with Automatic Depth Pruning](https://introducing-prunedtree-machine-learning.hashnode.dev/introducing-prunedtree-smarter-decision-trees-with-automatic-depth-pruning?utm_source=hashnode&utm_medium=feed)

Motivation: Decision Trees are a popular choice in machine learning due to their interpretability and ease of use. However, they often suffer from a major issue: overfitting.Most practitioners/Data scientists manually tune the max\_depth hyperparamete...

2 min read · [introducing-prunedtree-machine-learning.hashnode.dev](https://introducing-prunedtree-machine-learning.hashnode.dev/introducing-prunedtree-smarter-decision-trees-with-automatic-depth-pruning?utm_source=hashnode&utm_medium=feed)

[Abraham Huerta](https://hashnode.com/@pixelitydev) · [Feb 3, 2024](https://hashnode.com/posts/todo-lo-que-aprendi-clasificando-flores-con-python-y-machine-learning/67f01fcb423f982a2cedbbff)

### [Todo lo que aprendí clasificando flores con Python y Machine Learning](https://pixelitydev.hashnode.dev/todo-lo-que-aprendi-clasificando-flores-con-python-y-machine-learning?utm_source=hashnode&utm_medium=feed)

Aprende paso a paso cómo usar Python y scikit-learn para entrenar modelos de clasificación multiclase con el dataset Iris.

7 min read · [pixelitydev.hashnode.dev](https://pixelitydev.hashnode.dev/todo-lo-que-aprendi-clasificando-flores-con-python-y-machine-learning?utm_source=hashnode&utm_medium=feed)