beginnerCertificateFree
Data Cleaning
by Rachael Tatman · Kaggle
4.5(6,800 reviews)
350K+ enrolled4 hoursUpdated 2024-03
What You'll Learn
Understand the fundamentals and key concepts of data cleaning
Apply data cleaning techniques to solve real-world problems
Understand the fundamentals and key concepts of pandas
Apply pandas techniques to solve real-world problems
Understand the fundamentals and key concepts of data analysis
Apply data analysis techniques to solve real-world problems
About This Course
Handle missing values, inconsistent entries, data types, and character encoding issues in real datasets with Pandas.
Curriculum
Module 1: Data cleaning3 lessons
- Introduction to data cleaning
- Data cleaning in Practice
- Hands-on Exercise: Data cleaning
Module 2: Pandas3 lessons
- Introduction to pandas
- Pandas in Practice
- Hands-on Exercise: Pandas
Module 3: Data analysis3 lessons
- Introduction to data analysis
- Data analysis in Practice
- Hands-on Exercise: Data analysis
Module 4: Python3 lessons
- Introduction to Python
- Python in Practice
- Hands-on Exercise: Python
Instructor
Rachael Tatman
Instructor at Kaggle
Pros & Cons
Pros
- Completely free to access
- Offers a certificate of completion
- Hands-on interactive exercises
- Taught by Rachael Tatman
Cons
- May be too basic for experienced practitioners
- Self-paced requires discipline
Free
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