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Installing CLT, Xcode, Hombrew, Python, and Pip for beginners

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This blog is part of an ongoing series of tutorials called Data in Day. Follow these tutorials to create your first end-to-end data science project in just one day. This is a fun easy project that will teach you the basics of setting up your computer for a data science…

Learn how to create virtual environments for your Python data science projects using Pyenv, Virtualenv, and Pip on Mac OS Big Sur

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This blog is part of a series of tutorials called Data in Day. Follow these tutorials to create your first end-to-end data science project in just one day. This is a fun easy project that will teach you the basics of setting up your computer for a data science project…

Learn the Python basics so that you can use it for your data science projects.

Artistic rendering of Python Code
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This blog is part of a series of tutorials called Data in Day. Follow these tutorials to create your first end-to-end data science project in just one day. This is a fun easy project that will teach you the basics of setting up your computer for a data science project…

A series of tutorials designed to guide beginners through a quick, easy, and end-to-end data science project with Python, Jupyter, Pandas, Matplotlib, and Seaborn.

An abstract photo of melting clocks.
Image by Gerd Altmann from Pixabay

Successful data scientists often prescribe projects as the best way to learn data science. Yet, completing an end-to-end project can be daunting as a beginner. There are often bumps in the road when creating a data science environment for the first time and cryptic error messages can be discouraging. …

In Pandas II, we began to clean up the Metal Bands by Nation data set. We eliminated an unneeded column and filled some missing values. Now, we are going to examine the other columns, assess their data types and value, and take action as needed.

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This blog is part of a series of tutorials called Data in Day. Follow these tutorials to create your first end-to-end data science project in just one day. This is a fun easy project that will teach you the basics of setting up your computer for a data science project…

In Pandas I tutorial, we used Jupyter Notebooks and Pandas to begin working the Metal Bands by Nation spreadsheet. We used a few different Pandas methods to do an initial inspection. In this tutorial, we will try to clean up and improve the data frame for analysis.

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This blog is part of a series of tutorials called Data in Day. Follow these tutorials to create your first end-to-end data science project in just one day. This is a fun easy project that will teach you the basics of setting up your computer for a data science project…

Begin learning the essential Pandas methods to begin creating data science projects with Python, head(), info(), sum(), and describe().

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This blog is part of a series of tutorials called Data in Day. Follow these tutorials to create your first end-to-end data science project in just one day. This is a fun easy project that will teach you the basics of setting up your computer for a data science project…

Learn how to use GitHub repositories to share and collaborate on data science projects

This blog is part of a series of tutorials called Data in Day. Follow these tutorials to create your first end-to-end data science project in just one day. This is a fun easy project that will teach you the basics of setting up your computer for a data science project…

Learn how to install a kernelspec to access your Python data science virtual environments within Jupyter Notebook

A human standing in front of Jupiter
Image by Reimund Bertrams from Pixabay

This blog is part of a series of tutorials called Data in Day. Follow these tutorials to create your first end-to-end data science project in just one day. This is a fun easy project that will teach you the basics of setting up your computer for a data science project…

In Virtual Environments I, I explained how to install package managers, the latest release of Python, and Pyenv and Virtualenv. Now that those items are installed, we can set up a virtual environment for a Python project.

Python data science packages, Jupyter, Pandas, Seaborn, Matplotlib
Python Data Science Packages

This blog is part of a series of tutorials called Data in Day. Follow these tutorials to create your first end-to-end data science project in just one day. This is a fun easy project that will teach you the basics of setting up your computer for a data science project…

Christine Egan

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