Principal Component Analysis with NumPy
Completed by Punitha Vancha
November 6, 2020
1 hours (approximately)
Punitha Vancha'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: Data Analysis
- Category: Numerical Analysis
- Category: Machine Learning Methods
- Category: Unsupervised Learning
- Category: NumPy
- Category: Data Manipulation
- Category: Data Visualization
- Category: Matplotlib
- Category: Scikit Learn (Machine Learning Library)
- Category: Exploratory Data Analysis
- Category: Cloud Computing
