Effective Data Manipulation with pandas
Learn effective data manipulation with pandas. Discover filtering, merging, grouping, and reshaping techniques through hands-on examples, best practices, and performance tips for real-world analysis.
4.7
89 Lessons
24h
Updated 1 month ago
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The course is a comprehensive guide to using pandas for data analysis. It covers a wide range of topics related to data manipulation, including filtering, merging, grouping, pivoting, and reshaping data. In this course, you’ll learn about the best practices and efficient techniques for working with data. You’ll be provided with numerous examples of real-world data analysis problems and gain hands-on experience with the pandas library to solve them effectively. This course will also cover performance considerations and provide insights on common pitfalls to avoid when using pandas. The course is suitable for both beginners and experienced users of pandas. It includes detailed explanations of pandas concepts and functions, as well as tips and tricks for optimizing your code. By the time you’re done with this course, you’ll be able to effectively handle data using pandas.
The course is a comprehensive guide to using pandas for data analysis. It covers a wide range of topics related to data manipula...Show More
WHAT YOU'LL LEARN
An understanding of efficient data manipulation techniques for working with data in pandas
Working knowledge of different techniques for handling missing data in pandas
The ability to reshape and pivot data
Hands-on experience of the best practices for working with pandas
An understanding of efficient data manipulation techniques for working with data in pandas
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