Data Manipulation with pandas

Beginner
Starting at USD 39.00
4 hours duration

Learn how to import and clean data, calculate statistics, and create visualizations with pandas.

This course, Discover Data Manipulation with pandas, is designed to provide you with a comprehensive understanding of pandas, the world's most popular Python library for data manipulation and analysis. Throughout the course, you will learn how to effectively manipulate DataFrames, extract relevant information, apply filters, and transform datasets for analysis purposes. The course covers all the essential concepts of data science using pandas. By working with real-world datasets such as Walmart sales figures and global temperature time series, you will gain hands-on experience in importing data, cleaning it, calculating statistics, and creating visualizations. By leveraging the power of pandas, you will enhance your Python skills and be able to perform advanced data analysis tasks. The course begins by focusing on mastering the basics of pandas, including inspecting DataFrames and performing fundamental manipulations. You will also learn about aggregating DataFrames and gain proficiency in slicing and indexing techniques. In the final part of the course, you will learn how to effectively visualize the contents of your DataFrames. This will be demonstrated using a dataset that contains weekly US avocado sales. By completing this pandas course, you will not only gain a solid understanding of this powerful Python library for data manipulation but also develop the skills to effectively work with DataFrames and visualize data in Python.

About Provider

DataCamp
DataCamp
Online Education Provider ยท 410 courses
Description
DataCamp is an online learning platform that offers interactive courses and tutorials for data science and analytics. It provides a wide range of courses covering topics such as Python, R, SQL, machine learning, data visualization, and more. The platform offers a hands-on learning experience through coding exercises and projects, allowing users to practice and apply their skills in real-world scenarios. DataCamp also offers a personalized learning experience with adaptive learning technology that adjusts the course content based on the user's skill level and progress. It is widely used by individuals, professionals, and organizations to enhance their data science skills and stay up-to-date with the latest trends and technologies in the field.
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