Data Science Tutorials

Kevin Systrom published a really interesting article on estimating $R_t$, the measure known as effective reproduction number. We will use the same approach outlined by Kevin in his article to estimate COVID-19's Rt in real-time.

Learn about Python Docstrings. Find different examples & format types of docstrings for Sphinx, Numpy and Pydoc.

Learn about Arrays in R, including indexing with examples, along with the creation and addition of matrices and the apply() function.

Learn about R's Strings: its rules, concatenation, along with essential properties of the string, extracting and replacing a character string, and formatting a string.

Learn why there is a need for documenting code and best practices to do it. Further, learn to leverage the potential of the Pydoc module for documenting purposes.

In this tutorial, you'll learn all about R variables including how to define variables, remove variables, and much more.

Learn what Global Interpreter Lock is, how it works, and why you should use it.

Learn about the fundamentals of Logging in Python.

Learn all about the Python Dictionary and its potential. You will also learn how to create word frequency using the Dictionary.

This is a beginner guide that is designed to save yourself a headache and valuable time if you decide to install R yourself.

Learn about different categories of variables in Tableau and how they can be leveraged to analyze data through insightful visualizations.

Learn about the Python range() function and its capabilities with the help of examples.