Principal Component Analysis with NumPy
Completed by Rajravinder Singh
May 1, 2025
1 hours (approximately)
Rajravinder Singh's account is verified. Coursera certifies their successful completion of Principal Component Analysis with NumPy
What you will learn
Implement Principal Component Analysis (PCA) from scratch with NumPy and Python
Conduct basic exploratory data analysis (EDA)
Create simple data visualizations with Seaborn and Matplotlib
Skills you will gain
- Category: Data Manipulation
- Category: Data Visualization
- Category: Exploratory Data Analysis
- Category: Numerical Analysis
- Category: Statistical Visualization
- Category: Plot (Graphics)
- Category: NumPy
- Category: Machine Learning Methods
- Category: Python Programming
- Category: Dimensionality Reduction
- Category: Seaborn
- Category: Data Analysis
