Principal Component Analysis with NumPy
Completed by Neil Peña Martínez
October 22, 2023
1 hours (approximately)
Neil Peña Martínez'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: Matplotlib
- Category: Exploratory Data Analysis
- Category: Plot (Graphics)
- Category: Scikit Learn (Machine Learning Library)
- Category: Dimensionality Reduction
- Category: Jupyter
- Category: NumPy
- Category: Data Manipulation
- Category: Unsupervised Learning
- Category: Cloud Computing
- Category: Python Programming
- Category: Data Analysis
