Principal Component Analysis with NumPy
Completed by Shashank Shukla
August 25, 2022
1 hours (approximately)
Shashank Shukla'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: Unsupervised Learning
- Category: Machine Learning Methods
- Category: Scikit Learn (Machine Learning Library)
- Category: Numerical Analysis
- Category: Matplotlib
- Category: Statistical Visualization
- Category: Dimensionality Reduction
- Category: Data Science
- Category: Cloud Computing
- Category: Seaborn
- Category: Data Manipulation
- Category: Data Analysis
