In this advanced data cleaning course, you’ll learn how to supercharge your workflow with complex data cleaning techniques that will make you a data analysis superstar. To get the most out of these lessons, you must have intermediate knowledge of Python for data science and basic knowledge of data cleaning.
This course focuses on the following:
- Introducing new Python concepts like character classes, quantifiers, and capture groups
- Building proficiency in regular expressions, list comprehensions, and lambda functions
- Teaching advanced techniques for data cleaning and working with missing data.
- Regular Expression Basics.
- Advanced Regular Expressions.
- List Comprehensions and Lambda Functions.
- Working with Missing Data.
What will you learn
- How to сlean and manipulate text data using regular expressions.
- How to resolve missing data.
- How to employ lambda functions and list comprehension with pandas.