Principal Component Analysis with NumPy
Completed by Mohit Bansal
May 1, 2025
1 hours (approximately)
Mohit Bansal'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: Dimensionality Reduction
- Category: Data Science
- Category: Cloud Computing
- Category: Scikit Learn (Machine Learning Library)
- Category: Exploratory Data Analysis
- Category: Jupyter
- Category: Seaborn
- Category: Data Analysis
- Category: Data Visualization
- Category: Data Manipulation
- Category: Numerical Analysis
- Category: Statistical Visualization
