Author name: Shruthika Sunku

Optimization of Modeling Pipeline Optimization with scikit-learn

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Hello! We’re going to explore how to optimize a modeling pipeline using scikit-learn, one of the most popular machine-learning libraries in Python. Optimizing your pipeline can greatly enhance the performance of your models by automating the process of selecting the best parameters and improving the overall workflow. We will be using the famous Iris dataset, …

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Naive Bayes Classification using sklearn in Python

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Hey there! Ready to explore the world of classification using machine learning? In this tutorial, we’ll learn how to use scikit-learn(sklearn) in Python to perform Navie Bayes classification. Naive Bayes is a simple yet effective algorithm, perfect for text classification. Let’s get started! Building a Naive Bayes Classification Model with sklearn Step 1: Setting up …

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