what are w and b paramters can anyone explain

w is the weight value for the features.

b is the bias value.

In addition to Tomâ€™s reply, if we compare the linear equation (y = wx + b) to the equation of line ( y = mx + b), we can get the idea that w is slope and b is intercept. Just for comparison.

Best,

Saif.