Principal Component Analysis with NumPy
Completed by Arshiya Jain
January 13, 2025
1 hours (approximately)
Arshiya Jain'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: NumPy
- Category: Numerical Analysis
- Category: Scikit Learn (Machine Learning Library)
- Category: Data Visualization
- Category: Exploratory Data Analysis
- Category: Data Manipulation
- Category: Jupyter
- Category: Seaborn
- Category: Data Analysis
- Category: Matplotlib
- Category: Machine Learning Methods
- Category: Unsupervised Learning
