Data Preprocessing and Cleaning
Master of Business Administration · University · Data Analytics
This unit introduces the fundamental techniques for preparing data for analysis, including handling missing values, dealing with outliers, and performing data transformations. By the end of this unit, students will be able to effectively prepare data for analysis, ensuring its accuracy, consistency, and completeness.
Zum Üben gibt es 55 Aufgaben. Jede Antwort bekommt sofort eine Rückmeldung, kostenlos und ohne Anmeldung.
Das gehört dazu
- Introduction to data preparation
- Handling missing values
- Dealing with outliers
- Performing data transformations
- Data quality assessment
- Data consistency and accuracy
Stichworte
- Data preparation
- Missing values
- Outliers
- Data transformations
- Data quality
- Data consistency
- Data accuracy