Dimensionality Reduction
Learning Objectives: In this module, you will learn about the impact of dimensions within data. You will be taught to perform factor analysis using PCA and compress dimensions. Also, you will be developing LDA model.
Topics:
• Introduction to Dimensionality
• Why Dimensionality Reduction
• PCA
• Factor Analysis
• Scaling dimensional model
• LDA
Hands-On/Demo:
• PCA
• Scaling
Skills:
• Implementing Dimensionality Reduction Technique