Data Processing and Manipulation
Completed by Muhammad Hamid Khan
January 27, 2024
28 hours (approximately)
Muhammad Hamid Khan '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 Wrangling
- Category: Data Quality
- Category: Exploratory Data Analysis
- Category: Data Manipulation
- Category: Dimensionality Reduction
- Category: Data Warehousing
- Category: Data Transformation
- Category: Data Processing
- Category: Data Preprocessing
- Category: Sampling (Statistics)
- Category: Anomaly Detection
- Category: Data Cleansing
