Principal Component Analysis with NumPy
Completed by Antony MITCHELL
March 26, 2025
1 hours (approximately)
Antony MITCHELL'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
