Principal Component Analysis with NumPy
Completed by Divyanshi Agarwal
May 27, 2020
1 hours (approximately)
Divyanshi Agarwal'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 Visualization
- Category: Machine Learning Methods
- Category: Data Science
- Category: Statistical Visualization
- Category: Dimensionality Reduction
- Category: Unsupervised Learning
- Category: Plot (Graphics)
- Category: Data Manipulation
- Category: Scikit Learn (Machine Learning Library)
- Category: NumPy
- Category: Python Programming
- Category: Data Analysis
