Perform Data Wrangling with the Python Programming Language. Practice and Solution Notebooks included.
By the end of this course, you will be able to:
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Load a local dataset from CSV and Excel files.
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Import a dataset from CSV and Excel files via a URL.
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Determine the size of a dataset.
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Explore the first and last records of a dataset.
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Explore the datatypes of the features of a dataset.
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Check for missing data in a dataset.
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Deal with missing data in a dataset.
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Filter for records with certain values from a dataset.
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Filter records with multiple filters from a dataset.
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Filter for records from a dataset through the use of conditions.
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Perform sorting in ascending and descending order.
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Split a column in a dataset.
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Merge data frames to form a dataset.
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Concatenate two columns to one column in a dataset.
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Export a dataset in CSV and Excel formats.