Principal Component Analysis with NumPy
Completed by Shrestha Pundir
April 6, 2024
1 hours (approximately)
Shrestha Pundir'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: Python Programming
- Category: Scikit Learn (Machine Learning Library)
- Category: Exploratory Data Analysis
- Category: Dimensionality Reduction
- Category: Data Science
- Category: Cloud Computing
- Category: Statistical Visualization
- Category: Numerical Analysis
- Category: Data Analysis
- Category: Data Manipulation
- Category: Machine Learning Methods
- Category: Unsupervised Learning
