Understanding Machine Learning Interpretability
Delving into why understanding ML model decisions is crucial and common techniques like LIME and SHAP.
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Thoughts, tutorials, and insights on data science, technology, and my learning journey.
A Beginner's Guide to Pandas for Data Analysis
An introduction to the fundamental Pandas operations for data cleaning, transformation, and analysis.
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Setting Up Your Data Science Environment in VS Code
Tips and tricks for configuring VS Code for an efficient data science workflow, from extensions to settings.
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