Pandas First Steps
Kurs
7492 Studenter redan inskrivna4.7
(479)
- 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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Det finns 3 moduler i denna kurs
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?Förhandsgranska
- SeriesFörhandsgranska
- Challenge: Creating a SeriesFörhandsgranska
- DataFrameFörhandsgranska
- Quiz: Creating a SeriesFörhandsgranska
- Quiz: Creating a DataFrameFörhandsgranska
- Adding a New ColumnFörhandsgranska
- Inserting a New ColumnFörhandsgranska
- Deleting a Row/ColumnFörhandsgranska
- Quiz: Matching the FunctionsFörhandsgranska
- Working with ColumnsFörhandsgranska
- Quiz: Extracting ColumnsFörhandsgranska
- iloc BasicsFörhandsgranska
- Challenge: Using ilocFörhandsgranska
- Viewing the DataFörhandsgranska
- Quiz: Using HeadFörhandsgranska
- Quiz: Head, Tail, and SampleFörhandsgranska
- Exploring the DatasetFörhandsgranska
- Column Names and Data TypesFörhandsgranska
- Finding Null ValuesFörhandsgranska
- Quiz: Identifying Null ValuesFörhandsgranska
- Challenge: Dropping Null ValuesFörhandsgranska
- Challenge: Filling Null ValuesFörhandsgranska
- Quiz: Null ValuesFörhandsgranska
- Describing the DataFörhandsgranska
- max() and min()Förhandsgranska
- Quiz: Statistical OperationsFörhandsgranska
- sum() and count()Förhandsgranska
- Unique ValuesFörhandsgranska
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Timothy Sutton
5
Recenserad den Apr 24, 2025
Corey Webb
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Lucas Karlsson
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I tought numbers was boring... now i want to bee a data sience guy! :P
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