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: Data Transformation
- Category: Pivot Tables And Charts
- Category: Anomaly Detection
- Category: Data Processing
- Category: Data Cleansing
- Category: Data Preprocessing
- Category: Dimensionality Reduction
- Category: Data Warehousing
- Category: Exploratory Data Analysis
- Category: Data Wrangling
- Category: Data Quality
- Category: Sampling (Statistics)
