R Functions Tutorial: Writing, Scoping, Vectorizing, and More!
Learn how to use R functions, including how to use built-in generic functions, how to use vectorization, and how to write your own custom functions.
How to Use If-Else Statements and Loops in R
Learn to use if-else statements, for loops, and while loops to build complex conditional programs in R, a valuable skill for aspiring data scientists and R programmers alike.
The Basics of Python For Loops: A Tutorial
Learn how to master Python for loops and statements like break and continue to iterate through lists and clean and analyze large data sets quickly.
Tutorial: Introduction to Git and Github
Learn the basics of version control with Git and Github in this introductory tutorial designed to get you up and running fast.
Tutorial: Why Functions Modify Lists and Dictionaries in Python
In this beginner Python tutorial, we’ll take a look at mutable and immutable data types, and learn how to keep dictionaries and lists from being modified by our functions.
Data Science Project: Profitable App Profiles for App Store and Google Play
Learn to do a complete data analysis project using only basic Python to find out what genre of apps an app developer should focus on.
Python Dictionary Tutorial: Analyze Craft Beer with Dictionaries
Learn to use Python dictionaries to store, sort, and access data in this in-depth tutorial analyzing craft beer data to master dictionary techniques.
Tutorial: Basic Statistics in Python — Probability
Explore statistics for data science by learning probability is, normal distributions, and the z-score — all within the context of analyzing wine data.
Jupyter Notebook for Beginners: A Tutorial
The Jupyter Notebook is an incredibly powerful tool for interactively developing and presenting data science projects. A notebook integrates code and its output into a single document that combines visualisations, narrative text, mathematical equations, and other rich media. The intuitive workflow promotes iterative and rapid development, making notebooks an increasingly popular choice at the heart […]
Tutorial: Python Functions and Functional Programming
Learn about functions in Python and master the basics of functional Python programming in this in-depth tutorial for data scientists and programmers.
28 Jupyter Notebook Tips, Tricks, and Shortcuts
Jupyter Notebook is a powerful tool for data analysis. Here are 28 tips, tricks, and shortcuts to turn you into a Jupyter notebooks power user!