Principal Component Analysis with NumPy
Completed by Dinuka Heshan Mudalige
July 10, 2020
1 hours (approximately)
Dinuka Heshan Mudalige'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: Statistical Visualization
- Category: Dimensionality Reduction
- Category: Data Science
- Category: Scikit Learn (Machine Learning Library)
- Category: Exploratory Data Analysis
- Category: Jupyter
- Category: Machine Learning Methods
- Category: Numerical Analysis
- Category: Data Manipulation
- Category: Data Analysis
- Category: Seaborn
