Data Processing and Manipulation
Completed by Heidi Scott
December 10, 2025
28 hours (approximately)
Heidi Scott's account is verified. Coursera certifies their successful completion of Data Processing and Manipulation
What you will learn
Understand the importance of data processing and manipulation in the data analysis pipeline.
Learn techniques to handle missing values and outliers, data reduction, and data scaling and discretization.
Understand the concept of data cube and perform multidimensional aggregation for exploratory analysis.
Skills you will gain
- Category: Sampling (Statistics)
- Category: Data Processing
- Category: Data Preprocessing
- Category: Data Wrangling
- Category: Data Quality
- Category: Data Manipulation
- Category: Exploratory Data Analysis
- Category: Data Transformation
- Category: Dimensionality Reduction
- Category: Data Warehousing
- Category: Anomaly Detection
- Category: Pivot Tables And Charts
