Principal Component Analysis with NumPy
Completed by Patricia Zvarova
September 7, 2020
1 hours (approximately)
Patricia Zvarova'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: Numerical Analysis
- Category: Data Manipulation
- Category: Data Analysis
- Category: Matplotlib
- Category: Scikit Learn (Machine Learning Library)
- Category: Exploratory Data Analysis
- Category: Cloud Computing
- Category: Statistical Visualization
- Category: Dimensionality Reduction
- Category: Python Programming
- Category: NumPy
- Category: Data Visualization
