Principal Component Analysis with NumPy
Completed by Cheryl Gabba
January 16, 2025
1 hours (approximately)
Cheryl Gabba'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: Matplotlib
- Category: Scikit Learn (Machine Learning Library)
- Category: Exploratory Data Analysis
- Category: Python Programming
- Category: Data Visualization
- Category: Cloud Computing
- Category: Statistical Visualization
- Category: Dimensionality Reduction
- Category: Data Science
- Category: Numerical Analysis
- Category: Data Manipulation
- Category: Unsupervised Learning
