Deriving Logistic regression equation

Lets derive logistic regression equation.

oops we know if we use linear regression we will get continuous values, but we need binary results.

We are still not done to find the final logistic regression function.

Step 1:

we apply some algebra knowledge here to find equation.

If we move log function to another side it will become exponential

Step 2:

Step 3: