Principal Component Analysis with NumPy
Completed by Riya B.
September 15, 2025
1 hours (approximately)
Riya B.'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: Cloud Computing
- Category: Statistical Visualization
- Category: Dimensionality Reduction
- Category: Data Science
- Category: Python Programming
- Category: Numerical Analysis
- Category: Data Visualization
- Category: Matplotlib
- Category: Scikit Learn (Machine Learning Library)
- Category: Exploratory Data Analysis
- Category: NumPy
- Category: Jupyter
