Understanding Series Index and Values in pandas
In this course, you will learn about Series, DataFrames, and indexes in pandas to help you efficiently manipulate and analyze data.
What you'll learn
In pandas, the index is crucial. It plays a fundamental role in data alignment, retrieval, and selection, making it a key component for efficient data manipulation and analysis.
In this course, Understanding Series Index and Values in pandas, you’ll gain the ability to efficiently and effectively use indexes in pandas Series and DataFrames.
First, you’ll explore the indexes in pandas Series and review some of their advanced techniques.
Next, you’ll discover indexes in pandas DataFrames and look into some of their advanced techniques.
Finally, you’ll learn about time series indexing.
When you’re finished with this course, you’ll have the skills and knowledge of Series index and values in pandas needed to proficiently leverage index functionality in pandas Series and DataFrames for enhanced data manipulation and analysis.
Table of contents
About the author
Amruta is an experienced Data Analyst with over 12 years of experience in interpreting and analyzing data to drive successful business outcomes. She loves tackling hard problems using data manipulation as her superpower and has worked with market leaders from various fields including Standard & Poors, McDonalds, Mondelez International, General Electric, AMD and Beam Suntory. Amruta is passionate about both teaching and learning and believes “The purpose of life is to discover your gift. The work... more