Awesome Guides

Big Data Data Science Awesome Guides Practical Spark Tips for Data Scientists

I know — Spark is sometimes frustrating to work with.

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Big Data Data Science Awesome Guides 5 Ways to add a new column in a PySpark Dataframe

Too much data is getting generated day by day. Although sometimes we can manage our big data using tools like Rapids or Parallelization , Spark is an excellent tool to have in your repertoire if you are working with Terabytes of data.

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Awesome Guides Learning Resources Become a Data Scientist in 2023 with these 10 resources

I am a Mechanical engineer by education. And I started my career with a core job in the steel industry.

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Data Science Awesome Guides Confidence Intervals Explained Simply for Data Scientists

Recently, I got asked about how to explain confidence intervals in simple terms to a layperson.

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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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