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Julia for Data Science by Zacharias Voulgaris PhD

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CHAPTER 5: Julia Goes All Data Science-y

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Before we dig into using Julia to help with our data science endeavors, let’s take a look at the data science pipeline, in order to get a sense of perspective. The high level pipeline will be covered in this chapter, and subsequent chapters will get into the details.

Data Science Pipeline

Unlike other types of data analysis (e.g. statistics), data science involves a whole pipeline of processes, each stage intricately connected to each other and to the end result, which is what you ultimately share with the user or customer. As we demonstrated in Chapter 1, Julia fits in well in almost all of these processes, ...

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