Principal Component Analysis with NumPy
Completed by Nishchay Jindal
May 6, 2025
1 hours (approximately)
Nishchay Jindal'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: Data Manipulation
- Category: Seaborn
- Category: Jupyter
- Category: Numerical Analysis
- Category: Unsupervised Learning
- Category: Cloud Computing
- Category: Statistical Visualization
- Category: Dimensionality Reduction
- Category: Data Science
- Category: Matplotlib
- Category: NumPy
