Principal Component Analysis with NumPy
Completed by Sushovan Ghosh
October 21, 2024
1 hours (approximately)
Sushovan Ghosh'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: Exploratory Data Analysis
- Category: Seaborn
- Category: Matplotlib
- Category: Scikit Learn (Machine Learning Library)
- Category: Numerical Analysis
- Category: Data Analysis
- Category: Data Manipulation
- Category: Data Visualization
- Category: Machine Learning Methods
- Category: Unsupervised Learning
- Category: NumPy
