Logistic Regression
What is logistic regression?
- Binary Classifications
- if you need probabilistic results (probability of output is part of a class)
- Logistic Loss Functions
- Multi-class Classifications
Applications?
- Predicting the probability of a person having a heart attack
- Predicting the mortality in injured patients
- Predicting a customer’s propensity to purchase a product or a halt a subscription
- Predicting the probability of failure given a process or product
- Predict the likelihood of a homeowner defaulting on a mortgage
01 Logistic Regression
Let’s take a look on how logistic regression machine learning algorithm works, and how it updates the parameters with each training step. We compare it with Linear Regression. 
