Reshaping Data with pandas

Starting at USD 39.00
4 hours duration

Reshape DataFrames from a wide to long format, stack and unstack rows and columns, and wrangle multi-index DataFrames.

Pandas is a valuable tool for transforming data into a format that is suitable for analysis, especially when the data is initially in a format that is easy for humans to read but not ideal for analysis. In this course, you will enhance your skills as a data scientist and analyst by learning how to manipulate string columns and nested data within a DataFrame using pandas. Through hands-on exercises with real-world datasets, such as FIFA player ratings, book reviews, and churn analysis data, you will gain experience in reshaping DataFrames from wide to long format, manipulating rows and columns using stacking and unstacking techniques, and obtaining descriptive statistics from multi-index DataFrames.

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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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