This course builds on basic data cleaning knowledge and requires intermediate familiarity with Python for data science. You’ll learn how to clean and manipulate text data using basic and advanced regular expressions, how to resolve missing data, and how to employ lambda functions and list comprehension with pandas. Best of all, you’ll learn by doing — you’ll practice and get feedback directly in the browser.
- Cleaning and manipulating text data using regular expressions
- Resolving missing data and duplicate data
- Employing lambda functions and list comprehension with pandas
- Advanced techniques for data cleaning
Advanced Data Cleaning in Python [4 lessons]
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