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Machine Learning from Scratch: Decision Trees

Image from Pexel  Decision trees are one of the simplest non-linear supervised algorithms in the machine learning world. As the name suggests they are...

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5 Free Courses to Master Linear Algebra

Data Science is the buzzword, and a lot of enthusiasts are interested in learning its fundamentals to make a lucrative career in this field....

The ABCs of NLP, From A to Z

Photo by Towfiqu barbhuiya on Unsplash  There is no shortage of text data available today. Vast amounts of text are created each and every day,...

Which Metric Should I Use? Accuracy vs. AUC

Source   Accuracy and AUC (Area Under the Curve) are measures to evaluate the goodness of model performance. Both are helpful to gauge the model...

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