Question#1

Train an algorithm for finding the predicted outcome i.e. Album Sales. Predictors include Advertising Budget and No. of Plays on Radio. Answer the following questions.

1. What are the slopes obtained?
2. What is the constant obtained from Gradient Descent? At what learning rate convergence was obtained?
3. In how many iterations were the values of slope and constant were obtained with an error of less than 5%?
4. Write your mathematical model.

Any software

Advertising BudgetSalesNo.OfPlays10.2633043985.69120281445.56360351188.1927033574.5122044568.9517019471.817020537.3521022514.0720021174.09300401720.8129032611.487020251.191502497.9719038406.8124024265.40100251323.2925035196.65210361326.60280271380.6923033792.3521033957.17230281789.6632030656.1421034613.7023049313.3625040336.5160201544.903304268.9515035785.691508125.6318049377.938019217.9918042759.8613061163.4432036842.9628032125.1820028236.6013025669.8119034612.2315021922.022303450.00310632000.00340311054.0324025385.05180421507.9722037102.574025204.57190261170.9229039689.5534046784.2225036405.9119012179.781202607.26230291542.33190331112.4721028856.9917010836.3331038236.919019