Explore the application of Linear Discriminant Analysis (LDA) in the entertainment industry through this 52-minute video lecture. Delve into the mathematical process of linear combination used to analyze multiple classes of objects or items. Learn about key topics including setting up context, feature selection approaches, feature subplots, scatter matrices, and essential steps in LDA. Gain practical insights through data analysis and implementation using Jupyter Notebook. Follow along with the structured agenda, covering everything from introduction to hands-on application. Enhance your understanding of machine learning techniques and their real-world applications in entertainment.
Overview
Syllabus
- Agenda to the Session.
- Setting up the Context.
- Introduction to LDA-A Feature Selection Approach.
- Feature Subplot.
- Scatter Matrix.
- Key steps in LDA.
- Data Analysis.
- Implementation using Jupyter Notebook.
Taught by
Great Learning
