Principal Component Analysis with NumPy
Completed by Arshiya Jain
January 13, 2025
1 hours (approximately)
Arshiya Jain'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: Python Programming
- Category: Dimensionality Reduction
- Category: Data Science
- Category: Cloud Computing
- Category: Statistical Visualization
- Category: Matplotlib
- Category: Scikit Learn (Machine Learning Library)
- Category: Exploratory Data Analysis
- Category: NumPy
- Category: Data Visualization
- Category: Data Manipulation
- Category: Machine Learning Methods
