Principal Component Analysis with NumPy
Completed by Mitul Agarwal
January 17, 2025
1 hours (approximately)
Mitul Agarwal'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: Unsupervised Learning
- Category: Machine Learning Methods
- Category: Python Programming
- Category: Seaborn
- Category: Jupyter
- Category: Statistical Visualization
- Category: Data Science
- Category: Dimensionality Reduction
- Category: Data Manipulation
- Category: Exploratory Data Analysis
- Category: Data Visualization
