Q.1) A new taxi service, named LRS, has been introduced in the city and offers varying fares according to distance. Awais is very careful in selecting between ber and LRS and has compiled the following data: Table 1: LRS Taxi Fares according to Distance 10 Distance (km) Fare (rupees) 40 220 3 60 1 45 16 100 26 150 36 200 50 270 75 Awais plans to travel 60km and ber is asking Rs.335 for this. Will Awais get any benefit if he uses LRS instead of Uber? - Considering m = 5.0 and b=30.0 and a=0.5. perform two iterations of the gradient descent and then give answer. Use MSE as cost function. 15 marks