Data Processing and Manipulation
Completed by Joshua Stachura
April 27, 2024
28 hours (approximately)
Joshua Stachura'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 Cleansing
- Category: Pivot Tables And Charts
- Category: Data Preprocessing
- Category: Anomaly Detection
- Category: Data Transformation
- Category: Data Processing
- Category: Dimensionality Reduction
- Category: Data Warehousing
- Category: Sampling (Statistics)
- Category: Data Quality
- Category: Exploratory Data Analysis
- Category: Data Wrangling
