Principal Component Analysis with NumPy
Completed by Shaambhavi Sharma
January 10, 2025
1 hours (approximately)
Shaambhavi Sharma'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: Numerical Analysis
- Category: Data Manipulation
- Category: Data Analysis
- Category: Data Visualization
- Category: Matplotlib
- Category: Scikit Learn (Machine Learning Library)
- Category: Exploratory Data Analysis
- Category: Jupyter
- Category: Seaborn
- Category: Python Programming
- Category: Statistical Visualization
- Category: Dimensionality Reduction
