Category: Data Science Tutorials

Tutorial: Getting Music Data with the Last.fm API using Python

Create a dataset from the Last.fm API in this Python tutorial. Includes authentication with API keys, pagination, rate limiting, and more!

Tutorial: Transforming Data with Python Scripts and the Command Line

Learn to create Python scripts for data analysis using the Command Line in this intermediate Python tutorial digging into Hacker News headlines.

xlwings Tutorial: Make Excel Faster Using Python

Pythons xlwings is a tool that allows you to use Python code to control and analyze data in Excel spreadsheets. This tutorial will help you get started.

How Much Have You Spent on Amazon? Analyzing Amazon Data

How much have I spent on Amazon? That’s a scary question, but if you want to know the answer, here’s how you can find it…and a lot more!

Pandas Tutorial: Analyzing Video Game Data with Python and Pandas

Pandas is a Python library that can make data analysis much simpler. In this tutorial, we’ll use Python and pandas to analyze video game data.

Tutorial: Inserting Records and DataFrames Into a SQL Database

Master the art of the SQL Insert to add data to SQL and MySQL databases using SQL queries, as well as from within Python, and when using pandas.

Tutorial: Install Linux on Windows with Windows Subsystem for Linux

Here’s how to install Linux on Windows 10 machines so that you can access the Unix command line for data science workflows.

Tutorial: Advanced For Loops in Python

If you’ve already mastered the basics of iterating through Python lists, take it to the next level and learn to use for loops in pandas, numpy, and more!

Python Machine Learning Tutorial: Predicting Airbnb Prices

Learn about machine learning in Python and build your very first ML model from scratch to predict Airbnb prices using k-nearest neighbors.

Data Cleaning and Preparation for Machine Learning

Learn data cleaning for a machine learning project by cleaning and preparing loan data from LendingClub for a predictive analytics project.