Please help to solve urgently important in PYCHARM Surname - sajan id 56299 X-A Y-N

since i cant enter the data here please help to provide solution as steps in pycharm

\( \begin{array}{ll}\text { Surname } & -\text { your surname } \\ \text { Id } & \text { - your student ID } \\ \text { XY (initials) } & -\text { your initials } \\ \text { Project name } & \text { - Surname_Id_ExamI }\end{array} \) - The names of all variables, arrays, must end with your initials. - This will be taken into account when evaluating work independence. - At the end of the midterm, please send the zipped project ( 1 file) to Platon. - In the event of a claim, please keep the project and zipped project unmodified (time stamp unmodified). Your calculation data is named: "data_nn.txt", nn is your attendance number (look at the attendance list you sign). Download your data file. Check if it's your data. The file contains your name, surname, ID. Task 1 Quantitative model We think that the variables X is independent variable explaining the magnitude of the variable Y. - Based on the data collected in the data1_nn.txt file, build a linear regression model of the following form: where: Xb=Y X=[1,X];b=[b0,b1]T - Write the figure of the model clearly. - Explain the model in the comments. - Make plot (matplotlib.pyplot) with (X,Y)(X,Yprog)(X,Y)observationsXobservation,Yprogvaluescalculatedfromcreatedmodel - Calculate the model-derived Y values (theoretical values, forecast) for the observed ten consecutive observations of the vector of independent variables X, starting with the observation number equal to your ID modulo 100. - Explain your calculations in the comments. qualitative model We think that the variables X is independent variable explaining the magnitude of the variable Y (probability). - Based on the data collected in the data2_nn.txt file, build a linear regression model of the following form