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MSMrinal Sharanlearningthehumanway.hashnode.devJul 29, 2025 · 13 min read

From Theory to Practice: My Machine Learning Development Journey

Hey everyone, I’m an incoming senior at the University of Oxford. I’ve been involved in the ML field for over an year now, following up with the latest developments and participating in various competitions. While I had gained a lot of knowledge, I f...

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AVAli Vijdaanvijdaancoding.hashnode.devJun 19, 2024 · 2 min read

Finding the Best Model For You - A Guide to Grid Search CV

I remember first starting out as a data scientist and manually changing hyper-parameters for hours. It was frustrating. It was time-consuming. Sometimes I would change the model all-together. That was until I started using GridSearchCV. What is GridS...

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SMsatish Mishratechtonics.hashnode.devApr 7, 2023 · 3 min read

Demystifying fit_transform and transform in Scikit-learn: Which Method to Use for Data Preprocessing and When?

Machine learning models often require data preprocessing before being trained. Preprocessing involves transforming the raw data into a format that is more suitable for machine learning algorithms. In scikit-learn, there are two methods used for data ...

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SKStylianos Kampakiscryp.toJan 20, 2023 · 7 min read

How to use Gradient-Boosted Decision Trees in Python?

Gradient-Boosted Decision Trees is one of the most popular techniques in machine learning and for a good reason. It is one of the most powerful algorithms in existence, works fast and can give very good solutions. In this article, we will look at how...

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#scikit-learn-library

Trending tags this week

From Theory to Practice: My Machine Learning Development Journey

Finding the Best Model For You - A Guide to Grid Search CV

Demystifying fit_transform and transform in Scikit-learn: Which Method to Use for Data Preprocessing and When?

How to use Gradient-Boosted Decision Trees in Python?