Extracting human understandable insights from any Machine Learning model Photo by Pixabay from Pexels It’s time to get rid of the black […]
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Understanding the Mathematics behind Gradient Descent.
A simple mathematical intuition behind one of the commonly used optimisation algorithms in Machine Learning. PC: Pexels/Pixabay “Premature optimization is […]
Understanding the ROC and AUC metrics.
Taking the confusion out of classification metrics. Photo by Daniele Levis Pelusi on Unsplash “The definition of genius is taking the […]
Word Clouds in Tableau: Quick & Easy.
Using Tableau to create word clouds with ease. A Word cloud, also known as a Tag cloud, is a visual representation […]
Image Segmentation using Python’s scikit-image module
An overview of the scikit-image library’s image segmentation methods. source Sooner or later all things are numbers, including images. People […]
Is your Machine Learning Model Biased?
How to measure your model’s fairness and decide on the best fairness metrics. Photo by rawpixel on Unsplash Machine learning models are […]