Principal Component Analysis with NumPy
Completed by Shara Bakytbek
October 15, 2024
1 hours (approximately)
Shara Bakytbek'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: Matplotlib
- Category: Scikit Learn (Machine Learning Library)
- Category: Python Programming
- Category: Exploratory Data Analysis
- Category: Cloud Computing
- Category: Dimensionality Reduction
- Category: Data Science
- Category: Statistical Visualization
- Category: Data Visualization
- Category: Data Manipulation
- Category: Numerical Analysis
- Category: Data Analysis
