- NumPy
- Dimensionality Reduction
- Seaborn
- Data Preprocessing
- Exploratory Data Analysis
- Data Science
- Matplotlib
- Statistical Visualization
- Python Programming
- Data Visualization
- Data Analysis
- Jupyter
Principal Component Analysis with NumPy
Completed by Mannat
April 10, 2023
1 hours (approximately)
Mannat '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
