Data Processing and Manipulation
Completed by Oscar Thorpe
August 21, 2025
28 hours (approximately)
Oscar Thorpe'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: Pivot Tables And Charts
- Category: Data Transformation
- Category: Anomaly Detection
- Category: Sampling (Statistics)
- Category: Data Cleansing
- Category: Dimensionality Reduction
- Category: Data Warehousing
- Category: Data Preprocessing
- Category: Data Processing
- Category: Exploratory Data Analysis
- Category: Data Wrangling
- Category: Data Quality
