[CUSTOM SOLUTION] Data Science

Data Science for Business project Due Date 04/28/2021Description: The goal of this project is to have students demonstrate the ability to follow the main steps of a Machine Learning project and develop a Machine Learning model. Each student has to select a dataset either from the links that are provided, or you can find yours from any other resource. The final project includes the basic steps that require students to master data science skills to solve a multiclass classification problem.The dataset: the excelProject Requirements: Run the K-Nearest Neighbors model in Python to predict the class label from the different measurements in the dataset.1. Introduction: Start with an introduction of your project. This introduction should introduce (1) the problem you want to solve. (2) Dataset descriptions like the size, the number of measurements, the type of the measurements, and the number of classes and their labels.2. Load the data and discover & visualize it to get insights: generate graphs to discover if there is any relationship between measurements or find any clustering.3. Prepare the dataset: Do preprocessing if your dataset needs for example, dimension reduction, removing outliers, handling text and categorical variables, cleaning the data, and/or data standardization (all of the variables used for K-NN model must be on the same order of magnitude in order to produce accurate results.4. Data partitioning: After preprocessing your dataset, you need now to split the dataset into non-overlap sets to perform training and testing phases.5. Different values of K : Choose three different values of K. Discuss your reasons for choosing the different values of K.6. Training Phase: Run the model using the three different values of K you chose in the previous step. Discuss the three main steps in the K-NN algorithm: calculate the distance, find the nearest neighbors, and making predictions.7. Testing Phase: Compare the accuracy between the training phase and the testing phase. Discuss this results8. Evaluation Phase: Check the accuracy of all models predictions (the different values of K) by creating the confusion matrix, compute Recall score, and Precision score. Discuss the predictions results in terms of the accuracy and the misclassification error.9. Present the best model: choose the best model you found based on the results from the evaluation phase. Think of any improvement that can be made to get better results.10. Conclusion: Discuss your final results and conclusion about the model.Project ReportA narrative description of the all the machine learning model steps, provided with screen shots of the code and output.For every step in the project requirements list above do: (1) Discuss what you did. (2) Provide screen shots of the code. Provide screen shots of the output. (3) Provide any graphs if needs.Submission Checklist:1. Dataset file: original file and the modified one in case if you did any modifications.2. Python file (.py)3. Report document.

 

Don't use plagiarized sources. Get Your Custom Essay on
[CUSTOM SOLUTION] Data Science
Get a 15% discount on this Paper
Order Essay

 

Assignment posted by client #4327***

Quality Guaranteed

With us, you are either satisfied 100% or you get your money back-No monkey business

Check Prices
Make an order in advance and get the best price
Pages (550 words)
$0.00
*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 that being a student these days is hard. Because of this, our prices are some of the lowest on the market.

Instead, we offer perks, discounts, and free services to enhance your experience.
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.
s
Get personalized services with My Paper Support
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
We appreciate every review and are always looking for ways to grow. See what other students think about our do my paper service.
History
thank you so much for the help, I really appreciate that.
Customer 452725, February 13th, 2022
Other
GREAT
Customer 452813, July 3rd, 2022
Psychology
Good mastery of ABA concepts. Excellent!
Customer 452469, May 14th, 2022
Social Work and Human Services
The paper is impressive. Very professional and per the instructions
Customer 452533, May 24th, 2021
Education
Thank you so much for your help so I do not go insane from trying to do this. I have 2 more courses to do. Probably will be using you again.
Customer 452675, November 28th, 2021
Other
AWESOME
Customer 452813, July 5th, 2022
Finance
Thank You
Customer 452643, October 24th, 2021
Database design and optimization
thanks for busting this out so expeditiously. I hope that I get a good grade.
Customer 452715, February 19th, 2022
Social Work and Human Services
Excellent
Customer 452587, July 28th, 2021
Technology
I can work with it and massage it to what I need. Thank You
Customer 452827, July 19th, 2022
Nursing
Everything was done thoroughly and with care. Awesome job!!!
Customer 452453, April 10th, 2021
Social Work and Human Services
Excellent Work
Customer 452587, November 22nd, 2021
Enjoy affordable prices and lifetime discounts
Use a coupon FIRST15 and enjoy expert help with any task at the most affordable price.
Order Now Order in Chat

SAVE BIG FOR FINALS. Order your essay today and save 20% with the discount code SPECIAL20