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After buying an M1 Mac, I realized how confusing is to properly set up Python with all data science packages (and non-data science packages) on the new Mac models.

According to this long Anaconda guide to the Apple Silicon, there are 3 options for running Python on the M1 —…


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Getting a data science job isn’t easy. Most companies usually require candidates to have a minimum of 2 years of experience in the field. This makes it extremely complicated for most people to break into data science.

However, there are some ways to get real-world data science experience on your…


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One common task data scientists have to deal with when collecting and cleaning data is working with strings. This involves formatting as well as joining strings (also known as string concatenation).

Joining strings in Python — and other programming languages — is as simple as using the plus operator +


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Python is one of the most popular programming languages used in data science. It offers a high number of libraries that provide great functionality to deal with mathematics, statistics, and scientific function.

However, Python has applications beyond data science, so there’s a good number of Python libraries that you will…


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Learning Python with books, guides or tutorials might not be enough for all Python students. Sometimes it’s good to help our brain retain more by playing interactive games with high graphic quality and great gameplay.

If you grew up playing hundreds of video games like me, you know that the…


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Coca-Cola outsells every soft drink in almost all countries around the world, but there are at least 3 brands that could defend its home market: Inca Kola, Irn-Bru, and Vimto.

They used similar marketing campaigns that led consumers to identify themselves with their own local products.

Although some of them…


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If you’ve been following my data visualization guides, you probably know that I like creating nice-looking and readable visualizations in Python without getting too technical and wasting a lot of time.

Interactive visualizations are no exception, so I’ve been searching for friendly libraries in Python for quite some time. …


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Writing a good resume is tough. You have to sum up all the good things you did in your professional life, tailor your resume to a job description and even create a good-looking resume to distinguish yourself from the pack.

But you’re neither a creative writer nor a graphic designer…


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It doesn’t matter if you’re a new hire or an experienced professional, everyone has expectations when starting a fresh job.

You might’ve taken data science courses, solved projects, and heard a lot about real-world data science experience, but what you will find when starting a job as a junior data…

Frank Andrade

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