Principal Component Analysis with NumPy
Completed by Mengchi Sun
December 7, 2022
1 hours (approximately)
Mengchi Sun'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: Machine Learning Methods
- Category: Plot (Graphics)
- Category: Cloud Computing
- Category: NumPy
- Category: Dimensionality Reduction
- Category: Matplotlib
- Category: Seaborn
- Category: Statistical Visualization
- Category: Data Manipulation
- Category: Numerical Analysis
- Category: Unsupervised Learning
- Category: Data Science
