Awesome Guides

Data Science Awesome Guides Learning SQL the Hard Way

A Data Scientist who doesn’t know SQL is not worth his salt

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Data Science Awesome Guides The 5 most useful Techniques to Handle Imbalanced datasets

Have you ever faced an issue where you have such a small sample for the positive class in your dataset that the model is unable to learn?

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Data Science Awesome Guides Take your Machine Learning Models to Production with these 5 simple steps

Creating a great machine learning system is an art.

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Awesome Guides Data Science How to write Web apps using simple Python for Data Scientists?

A Machine Learning project is never really complete if we don’t have a good way to showcase it.

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Deep Learning Computer Vision Awesome Guides Implementing Object Detection and Instance Segmentation for Data Scientists

Object Detection is a helpful tool to have in your coding repository.

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Deep Learning Computer Vision Awesome Guides Demystifying Object Detection and Instance Segmentation for Data Scientists

I like deep learning a lot but Object Detection is something that doesn’t come easily to me.

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Data Science Awesome Guides The Simple Math behind 3 Decision Tree Splitting criterions

Decision Trees are great and are useful for a variety of tasks.

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Data Science Awesome Guides P-value Explained Simply for Data Scientists

Recently, I got asked about how to explain p-values in simple terms to a layperson.

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Awesome Guides Data Science The 5 Classification Evaluation metrics every Data Scientist must know

What do we want to optimize for? Most of the businesses fail to answer this simple question.

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Data Science Awesome Guides Data Scientists, The 5 Graph Algorithms that you should know

We as data scientists have gotten quite comfortable with Pandas or SQL or any other relational database.

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