[Get Solution] Applied Machine

Programming Problem:1. [42 points] In this problem, we write a program to estimate the parameters for an unknown polynomial using the polyfit() function of the numpy package.1) Please plot the noisy data and the polynomial you found (in the same figure). You can use any value of m selected from 2, 3, 4, 5, 6.2) Plot MSE versus order m, for m = 1, 2, 3, 4, 5, 6, 7, 8 respectively. Identify the best choice of m.3) Change variable noise_scale to 150, 200, 400, 600, 1000 respectively, re-run the algorithm and plot the polynomials with the m found in 2). Discuss the impact of noise scale to the accuracy of the returned parameters. [You need to plot a figure like in 1) for each choice of noise_scale.]4) Change variable number_of_samples to 40, 30, 20, 10 respectively, re-ran the algorithm and plot the polynomials with the m found in 2). Discuss the impact of the number of samples to the accuracy of the returned parameters. [You need to plot a figure like in 1) for each choice of number_of_samples.]A simulated dataset will be provided as below. The polynomial used is y = 5 * x + 20 * x2 + x3.Simulated data is given as follows in Python: import matplotlib.pyplot as plt plt.style.use(‘seaborn-whitegrid’) import numpy as npnoise_scale = 100number_of_samples = 50x = 25*(np.random.rand(number_of_samples, 1) – 0.8)y = 5 * x + 20 * x**2 + 1 * x**3 + noise_scale*np.random.randn(number_of_samples, 1) plt.plot(x,y,’ro’)


So much stress and so little time? Take care of yourself: let us help you with your task on
[Get Solution] Applied Machine
Get a 20% Discount on this Paper
Get Help Now


So much stress and so little time? We’ve got you covered. Get your paper proofread, edited or written from scratch within the tight deadline.

Calculate the price
Make an order in advance and get the best price
Pages (550 words)
*Price with a welcome 15% discount applied.
Pro tip: If you want to save more money and pay the lowest price, you need to set a more extended deadline.
We know how difficult it is to be a student these days. That's why our prices are one of the most affordable on the market, and there are no hidden fees.

Instead, we offer bonuses, discounts, and free services to make your experience outstanding.
Sign up, place your order, and leave the rest to our professional paper writers in less than 2 minutes.
step 1
Upload assignment instructions
Fill out the order form and provide paper details. You can even attach screenshots or add additional instructions later. If something is not clear or missing, the writer will contact you for clarification.
Get personalized services with Do My Homeworkk
One writer for all your papers
You can select one writer for all your papers. This option enhances the consistency in the quality of your assignments. Select your preferred writer from the list of writers who have handledf your previous assignments
Same paper from different writers
Are you ordering the same assignment for a friend? You can get the same paper from different writers. The goal is to produce 100% unique and original papers
Copy of sources used
Our homework writers will provide you with copies of sources used on your request. Just add the option when plaing your order
What our partners say about us
Check out the latest reviews and opinions submitted by real customers worldwide and make an informed decision.
M5A1 Outline and Thesis
Paper was late
Customer 452457, November 15th, 2021
English 101
Great work!
Customer 452443, December 2nd, 2021
Excellent services!
Customer 452443, November 11th, 2021
Business Studies
I can't even explain how much your help meant to me. Thnk you always
Customer 452443, November 15th, 2021
National Security Intelligence and Security Analysis
Customer 452457, November 3rd, 2021
Customer 452493, April 12th, 2022
Excellent. Thnk you
Customer 452443, October 22nd, 2021
A well-researched paper. Delivered before the deadline as well. Extremely pleased !!
Customer 452445, August 20th, 2021
Thank you!
Customer 452493, March 16th, 2022
Looks good. Thank you!
Customer 452523, September 27th, 2022
Chemical Engineering
Amazing. The writer delivered the draft earlier than expected, lol. I am pleased with the work; I hope my supervisor will like it too.
Customer 452443, September 1st, 2021
Looks good. Thank you!!!
Customer 452503, April 25th, 2022
15% OFF your first order
Use a coupon FIRST15 and enjoy expert help with any task at the most affordable price.
Claim my 15% OFF Order in Chat