Engineering and Technology
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.
by DataCamp
Learn how to import and clean data, calculate statistics, and create visualizations with pandas.
by DataCamp
Explore the Stanford Open Policing Project dataset and analyze the impact of gender on police behavi...
by DataCamp
Learn to use the Census API to work with demographic and socioeconomic data.
by DataCamp
Learn how to explore, visualize, and extract insights from data.
by DataCamp
Learn to analyze financial statements using Python. Compute ratios, assess financial health, handle...
by DataCamp
Dive into data science using Python and learn how to effectively analyze and visualize your data. No...
by DataCamp
Level up your data science skills by creating visualizations using Matplotlib and manipulating DataF...
by DataCamp
Reshape DataFrames from a wide to long format, stack and unstack rows and columns, and wrangle multi...
by DataCamp
Learn how to effectively and efficiently join datasets in tabular format using the Python Pandas lib...
by DataCamp
In this course you'll learn the basics of working with time series data.