Already have an account? Get multiple benefits of using own account!
Login in your account..!
Remember me
Don't have an account? Create your account in less than a minutes,
Forgot password? how can I recover my password now!
Enter right registered email to receive password!
FINS3648/FINS5548 Python Assignment
FinTech Use Case
Compare and contrast results from TWO models designed to predict levels of short-term rental income of real estate assets in a specific area given predefined asset and environmental characteristics (modified data is provided).
Specifically, your FinTech team members are interested to see the effect of “number of rooms” variable on the mean short-term rental price derived from the asset. 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 explain your steps and results and show model coefficients and model accuracy, for example in mean square error (MSE) and 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 with ‘’’’’’ 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.
Recommended formats
Write a project proposal on relationship between speed, flow and geometry on single carriageway roads.
Compute the log-odds ratio for each group in Logistic regression model.
Foundations of Logistic Regression
The tubes produced by a machine are defective. If six tubes are inspected at random , determine the probability that.
o This is a linear model. If your model needs a different engine, then you need to rethink your approach to the model. Remember, there are no IF, Max, or MIN statements in linear models.
Plan the analysis
State the hypotheses that you are going to test.
modelise as a markov chain
What are the degrees of freedom for regression
Construct a frequency distribution for Payment method
Perform simple linear regression
Determining the root causes
Get guaranteed satisfaction & time on delivery in every assignment order you paid with us! We ensure premium quality solution document along with free turntin report!
whatsapp: +1-415-670-9521
Phone: +1-415-670-9521
Email: [email protected]
All rights reserved! Copyrights ©2019-2020 ExpertsMind IT Educational Pvt Ltd