Engineering and Technology
Learn how to explore, visualize, and extract insights from data using exploratory data analysis (EDA) in Python.
This course offers a comprehensive guide on how to effectively analyze and explore data. It begins by providing an understanding of the contents of a dataset and how to incorporate exploration findings into a data science workflow. Using real-world examples of unemployment figures and plane ticket prices, participants will learn how to utilize Python to summarize and validate data. They will also gain the skills to calculate, identify, and replace missing values, as well as clean both numerical and categorical data. Throughout the course, participants will be able to create visually appealing Seaborn visualizations to gain a deeper understanding of variables and their relationships. For instance, they will explore the correlation between alcohol use and student performance. Furthermore, the course will demonstrate how exploratory findings can be utilized in data science workflows. Participants will learn how to create new features, balance categorical features, and generate hypotheses based on their findings. Upon completion of this course, participants will have the confidence to conduct their own exploratory data analysis (EDA) using Python. They will also be able to effectively communicate their findings visually to others and propose the next steps for extracting insights from the data.
by DataCamp
Learn how to explore, visualize, and extract insights from data using exploratory data analysis (EDA...
by DataCamp
Learn how to explore, visualize, and extract insights from data.
by DataCamp
Take vital steps towards mastery as you apply your statistical thinking skills to real-world data se...
by DataCamp
Enhance your reports with Power BI's Exploratory Data Analysis (EDA). Learn what EDA is for Power BI...
by DataCamp
Learn how to use graphical and numerical techniques to begin uncovering the structure of your data.
by DataCamp
Learn how to explore what's available in a database: the tables, relationships between them, and dat...
by DataCamp
Use data manipulation and visualization skills to explore the historical voting of the United Nation...
by DataCamp
Explore HR data analysis in Tableau with this case study.
by DataCamp
Take your reporting skills to the next level with Tableau’s built-in statistical functions.
by DataCamp
Apply your skills to import, analyze and visualize Human Resources (HR) data using Power BI.