Question: You are applying for a position at the data science team of USDA and you are given data associated with determining appropriate parasite treatment of


You are applying for a position at the data science team of USDA and you are given data associated with determining appropriate parasite treatment of canines. The suggested treatment options are determined based on a logistic regression model that predicts if the canine is infected with a parasite. The data is given in the site: https://data.world/ehales/grls-parasitestudy/workspace/file?filename \( =\mathrm{CBC}_{\text {_data.csv Login using you University }} \) Google account to access the data and the description that includes a paper on the study (you dont need to read the paper to solve this problem necessarily). Your target variable y column is titled parasite_status. Question 4 Iraining - Gradient (5 points) Write the expression of the gradient of the loss with respect to the parameters - show all your work. wLCE= You are applying for a position at the data science team of USDA and you are given data associated with determining appropriate parasite treatment of canines. The suggested treatment options are determined based on a logistic regression model that predicts if the canine is infected with a parasite. The data is given in the site: https://data.world/ehales/grls-parasitestudy/workspace/file?filename \( =\mathrm{CBC}_{\text {_data.csv Login using you University }} \) Google account to access the data and the description that includes a paper on the study (you dont need to read the paper to solve this problem necessarily). Your target variable y column is titled parasite_status. Question 4 Iraining - Gradient (5 points) Write the expression of the gradient of the loss with respect to the parameters - show all your work. wLCE=
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