Principal Component Analysis with NumPy
Completed by Rajravinder Singh
May 1, 2025
1 hours (approximately)
Rajravinder Singh'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: Unsupervised Learning
- Category: Python Programming
- Category: Machine Learning Methods
- Category: Data Visualization
- Category: Data Science
- Category: NumPy
- Category: Data Manipulation
- Category: Jupyter
- Category: Data Analysis
- Category: Seaborn
- Category: Numerical Analysis
- Category: Matplotlib
