programme ALS alhorithm for numerical scaling regression and test a dataset, without including all possible optimal scaling levels(numerical scaling level is used for outcome variable)-should work on any dataset- scaling levels are indicated per predictor variable- the algorithm updates beta and vector j for each predictor j seperately.- the fucntion should give iteration number, current loss, decrease in loss etc see document ‘n’.I can provide lectures and solutions of other homework assignment that cal help