Python script with simple explanations

Assignment Help Python Programming

Reference no: EM132702645

Python Assignment

FinTech Use Case

Compare and contrast results from TWO models designed to predict levels of potential sale price (fair value) of real estate assets in a specific area given predefined asset and environmental characteristics (modified data is provided).

Specifically, your IoT FinTech team members are interested to see the effect of "size of living area" variable called "GrLivArea" on the mean asset value variable called "SalePrice". You are free to choose any two relevant models (we have covered few ML variations starting from a base simple OLS). Your task is to critically explain your steps and results and show model coefficients and model accuracy, for example in mean square error (MSE) and/or R^2.
Model choices
1. Linear Regression
2. RANSAC Regressor
3. LASSO
4. Polynomials
5. Decision Tree
6. Random Forest

Your team members are keen to learn about python and would like to see and read the python script with simple explanations of your steps. As a result, delivery is in one python.py script format as <studendtID_Name.py> with ‘''<text>''' explanations of your steps. The aim is to describe your detailed steps from input variables to model parameters and compare and contrast final results in a critical, concise and logical way.

Attachment:- Python Assignment.rar

Reference no: EM132702645

Questions Cloud

How do you describe skateboarding tribe : Is Volcom's authenticity an appearance or real? How do you describe authenticity in branding? how do you describe a skateboarding tribe?

What are the key differences between each method : After reviewing this week's resources, you will need to compose a discussion board post of at least 250 words that addresses the guiding questions listed.

Utilizing process improvement models in saudi healthcare : You have been asked by the Board of Directors to persuade stakeholders in your healthcare organization to adopt Lean Six Sigma.

What is twin disc incorporated international business : What is Twin Disc Incorporated international business level strategy?

Python script with simple explanations : Your team members are keen to learn about python and would like to see and read the python script with simple explanations

Describe the perception of mental disorder : It is important to describe the social issue of interest and how it can result in a mental health disorder or mental distresses and or stress.

Find overall value proposition of the business : In this discussion, identify 3 companies, from 3 different industries, where the service environment is a crucial part of the overall value proposition

Why is strategic management important for organizations : Why is strategic management important for organizations? Can an organization be successful without a strategic plan? Why or why not? In addition

Show model coefficients and model accuracy : Critically explain your steps and results and show model coefficients and model accuracy, for example in mean square error

User Account

All Pages