Principal Component Analysis with NumPy
Completed by Prerit Bhagat
January 31, 2025
1 hours (approximately)
Prerit Bhagat'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: Unsupervised Learning
- Category: Dimensionality Reduction
- Category: Data Science
- Category: Cloud Computing
- Category: Seaborn
- Category: Data Manipulation
- Category: Jupyter
- Category: Data Analysis
- Category: NumPy
- Category: Matplotlib
- Category: Scikit Learn (Machine Learning Library)
