Principal Component Analysis with NumPy
Completed by ANSA P SEBASTIAN
September 30, 2025
1 hours (approximately)
ANSA P SEBASTIAN'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: Scikit Learn (Machine Learning Library)
- Category: Data Science
- Category: Cloud Computing
- Category: Data Visualization
- Category: Dimensionality Reduction
- Category: Machine Learning Methods
- Category: NumPy
- Category: Python Programming
- Category: Seaborn
- Category: Matplotlib
- Category: Unsupervised Learning
- Category: Statistical Visualization
