To calculate the uncertainty in lab measurements, you can use the formula for the standard deviation of samples.
Sigma=square root(summation(C-Cmean)^2/(N-1)) which C is the instantaneous C measured at each data point. Cmean is the value from your regression and N is the number of data points.
For each temperature measurement every 15 seconds, you can calculate the instantaneous specific heat (C) value and the value you found for C via regression can be used as the mean value of the population. You have N number of these data points in your recordings and can find the uncertainty by plugging values in the provided formula.