Data Processing and Manipulation
Completed by Duy Khanh Nguyen
January 17, 2026
28 hours (approximately)
Duy Khanh Nguyen'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: Anomaly Detection
- Category: Data Transformation
- Category: Sampling (Statistics)
- Category: Data Warehousing
- Category: Pivot Tables And Charts
- Category: Data Preprocessing
- Category: Data Processing
- Category: Data Cleansing
- Category: Dimensionality Reduction
- Category: Exploratory Data Analysis
- Category: Data Wrangling
- Category: Data Quality
