Principal Component Analysis with NumPy
Completed by Hoàng Lê
June 27, 2025
1 hours (approximately)
Hoàng Lê'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 Manipulation
- Category: Data Visualization
- Category: Cloud Computing
- Category: NumPy
- Category: Matplotlib
- Category: Numerical Analysis
- Category: Data Analysis
- Category: Unsupervised Learning
- Category: Machine Learning Methods
- Category: Python Programming
- Category: Scikit Learn (Machine Learning Library)
- Category: Exploratory Data Analysis
