Data Cleaning Project Walkthrough

In our Data Cleaning Project Walkthrough course, you will get a lot of practice applying your Python data cleaning skills and as we walk you through a real-world data cleaning project from start to finish.

In the first three missions of the course, you will walk through each 'phase' of the data cleaning and visualization process. You'll learn how to combine multiple related data sets to create a single data set that is ready for analysis. You will also learn how to compute correlations in pandas, and we’ll cover how correlations can help you understand some of your data better.

After analyzing and visualizing the data, you’ll build a final portfolio project by performing additional analysis using maps and visualizations.

When you’ve gotten through these missions, you'll be able to showcase your data cleaning skills to your future employers and you’ll feel confident in your ability to clean and combine messy datasets.

But that’s not the final challenge! Next, you'll test your data cleaning skills by cleaning up after the Avengers. If you're able to complete this challenge, you'll dive into yet another guided project analyzing survey data to better understand Star Wars fans. In this project, you will get a chance to compute summary statistics and map column values in pandas.

By the end of this course, you'll be able to: