Principal Component Analysis with NumPy
Completed by Dristi Sinha
January 22, 2025
1 hours (approximately)
Dristi Sinha'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: Data Analysis
- Category: Statistical Visualization
- Category: Machine Learning Methods
- Category: Matplotlib
- Category: Jupyter
- Category: Data Science
- Category: Numerical Analysis
- Category: Python Programming
- Category: Dimensionality Reduction
- Category: Exploratory Data Analysis
- Category: Data Visualization
- Category: Data Manipulation
