Principal Component Analysis with NumPy
Completed by Bhumika Tandon
January 12, 2025
1 hours (approximately)
Bhumika Tandon'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: Statistical Visualization
- Category: Dimensionality Reduction
- Category: Data Science
- Category: Cloud Computing
- Category: Data Analysis
- Category: NumPy
- Category: Machine Learning Methods
- Category: Matplotlib
- Category: Unsupervised Learning
- Category: Python Programming
- Category: Data Manipulation
- Category: Seaborn
