Principal Component Analysis with NumPy
Completed by Suvit Kumar
May 4, 2025
1 hours (approximately)
Suvit Kumar'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: Machine Learning Methods
- Category: Python Programming
- Category: Cloud Computing
- Category: Statistical Visualization
- Category: Dimensionality Reduction
- Category: Data Science
- Category: Data Manipulation
- Category: Numerical Analysis
- Category: Matplotlib
- Category: Scikit Learn (Machine Learning Library)
- Category: Exploratory Data Analysis
- Category: Data Visualization
