Pandas First Steps
Pandas is an extremely user-friendly library for data analysis. It's also designed to handle large datasets, using data structures like DataFrame and Series. This makes it an invaluable tool for Data Science. In this guide, you'll get acquainted with a range of statistical functions, including how to find correlations, modes, medians, and maximum and minimum values within a dataset. You'll also learn how to handle missing values and manipulate specific values, as well as how to remove them.Course
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- Gain proficiency in pandas data structures like DataFrame and Series.
- Understand statistical functions to compute correlations, modes, medians, and extreme values in datasets.
- Develop techniques for managing missing values, including strategies for manipulation and removal.
- Acquire knowledge of data file manipulation with pandas, focusing on CSV and TXT formats.
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There are 6 modules in this course
Pandas is an extremely user-friendly library for data analysis. It's also designed to handle large datasets, using data structures like DataFrame and Series. This makes it an invaluable tool for Data Science. In this guide, you'll get acquainted with a range of statistical functions, including how to find correlations, modes, medians, and maximum and minimum values within a dataset. You'll also learn how to handle missing values and manipulate specific values, as well as how to remove them.- What is pandas?Preview
- SeriesPreview
- Creating a SeriesPreview
- DataFramePreview
- Series QuizPreview
- Creating a DataFrame QuizPreview
- Adding a New ColumnPreview
- Inserting a New ColumnPreview
- Deleting a Row/ColumnPreview
- Matching the FunctionsPreview
- Working with ColumnsPreview
- Extracting Columns QuizPreview
- iloc BasicsPreview
- Using ilocPreview
- Viewing the DataPreview
- Head QuizPreview
- Head and Tail QuizPreview
- Information on the DataPreview
- Column Names and Data TypesPreview
- Finding Null ValuesPreview
- Identifying Null Values QuizPreview
- Dropping Null ValuesPreview
- Filling Null ValuesPreview
- Null Values QuizPreview
- Describing the DataPreview
- Calculating Descriptive StatisticsPreview
- max() and min()Preview
- Statistical Operations QuizPreview
- sum() and count()Preview
- Unique ValuesPreview
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Sean Mchugo
5
Reviewed on Dec 14, 2024
Great place to start from scratch. Very well constructed and easy to learn as you go.
3
Reviewed on Dec 12, 2024
I just got it so can say much but for now it's still confusing but getting by.
Jason Smith
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Reviewed on Dec 11, 2024
I like the practical exercises. The immediate hands on approach is very practical. I have no idea if I have learned anything that I have completed because there is no explanation or description to start. Am I programming something with these codes? What am doing? How are these exercise relevant to the desired programming goal?
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Real-world projects elevate your portfolio, showcasing practical skills to impress potential employers
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