Logistic regression is one of the supervised learning algorithm that is used for classification tasks.
Below are the contents that are discussed in the video
- Introduction
- Importance
- Mathematics Behind Logistic Regression
- Logistic Regression Workflow
- Binary vs Multiclass Logistic Regression
- Assumptions
- Evaluation Metrics
- Regularization in Logistic Regression
- Practical Implementation in Python
- Challenges and Best Practices
- Summary and Q&A
- Extension to Logistic Regression
