Principal Component Analysis with NumPy
Completed by bruno boissie
April 21, 2026
1 hours (approximately)
bruno boissie'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: Cloud Computing
- Category: Dimensionality Reduction
- Category: Data Science
- Category: Scikit Learn (Machine Learning Library)
- Category: Exploratory Data Analysis
- Category: Statistical Visualization
- Category: Matplotlib
- Category: NumPy
- Category: Python Programming
- Category: Machine Learning Methods
- Category: Unsupervised Learning
- Category: Data Manipulation
