Categories
Artificial Intelligence

It is not expected to be perfect.

Simple Linear Regression
The purpose of this exercise is to implement a simple linear regression from scratch.
Do not use a library to implement it.
You will generate synthetic data using the linear equation y = 50x + 22
The synthetic data will have some random variation to make the problem interesting
Grading Criteria: The result of your regression should round to the orginal equation. It is not expected to be perfect.
I have a sample notebook that I will be going over in class. That will get you 80% through problem 1Multiple Linear Regresion
You have already demonstrate that you can implement a simple linear
regression. Now we will look at a dataset that use multiple variables.
I am using data from https://www.kaggle.com/datasets/mirichoi0218/insurance?select=insurance.csv Predict the charges based on the independent variables?
Are all the independent variables really independent? What would you do if they weren’t?I slightly modified the data to add a bit more fun.
If you go to the Kaggle site and click the Code tab, you can see sample
notebooks that can help you with this problem. However, remember that I
changed some of the data so it is not an exact match.I placed the modified datafile on github and included code to pull the data into a Panda dataframe.Train your model on 90% of the data and use the other 10% for
validation. How close are the predictions? Explain how you evaluate
closeness.Explain your process for cleaning the data.Try a few different models that do not use all the independent
variables. Do some of them perform better than others? There are
techniques to determine the best subset of features to use, but they
Link for the jupyter lab on google collab https://colab.research.google.com/drive/1HcW_I4UOR..
Also do the code on it and complete the sections and then share it back to me

Categories
Artificial Intelligence

Your assignment must follow these formatting requirements:

Using the industry where you currently work or have worked before, write a 2 to 3 page business proposal recommending your choice between Android or iOS. From a user and developer’s perspective, which would you recommend to your company and why?
Your assignment must follow these formatting requirements:
Please provide 3 – 5 peer-review references to substantiate your viewpoint. Note: Wikipedia and similar Websites do not qualify as quality resources.
Be typed, double spaced, using Times New Roman font (size 12), with one-inch margins on all sides; citations and references must follow APA or school-specific format.
Include a cover page containing the title of the assignment, the student’s name, the professor’s name, the course title, and the date. The cover page and the reference page are not included in the required assignment

Categories
Artificial Intelligence

Saudi electronic university is considering opening a branch in uae.

Saudi Electronic University is considering opening a branch in UAE. List typical activities in each phase of the decision (intelligence, design, choice, and implementation) regarding whether to open a branch.
Explain, through an example, the support given to decision makers by computers in each phase of the decision process.
Some steps in (a) can be supported by AI technology. Describe how AI technology can assist those steps and how it enriches the decision-making process.
Note: Answers must be in your own words.
Why are Natural Language Processing (NLP) and machine vision so prevalent in industry? List and discuss two examples.

Note: Answers must be in your own words.
Go to UCI data repository (https://archive.ics.uci.edu/ml/datasets.php) and identify two data sets, one for estimation/regression and one for classification. Using Microsoft Excel or any other statistical software:
Develop and interpret a linear regression model.
Develop and interpret a logistic regression model.

Note: Answers must be in your own words.Find at least two articles (one journal article and one white paper) that discuss storytelling, especially within the context of analytics (i.e., data-driven storytelling). Read and critically analyze the article and paper and write a report to reflect your understanding and opinions about the importance of storytelling in BI and business analytics.
Note: Answers must be in your own words.

Categories
Artificial Intelligence

If you are at a dirty location suck up the dirt

Learning Goal: I’m working on a artificial intelligence question and need an explanation and answer to help me learn.
Now you need to update the reflex agent to handle a 2×2 enviroment
Finish the TwoByTwoVacuumEnvironment to handle a 2×2 environment
If you are at a dirty location suck up the dirt
If the location is clean, move clockwiseTo define clockwise, assume (0,0) is top left and (1,1) is bottom right
The end state should be that all squares are clean
We can give the vacuum enough intelligence to not loop infinitely

Categories
Artificial Intelligence

Learning Goal: I’m working on a artificial intelligence report and need an expla

Learning Goal: I’m working on a artificial intelligence report and need an explanation and answer to help me learn.
Title: An Arduino prototype to activate the Internet of Things technology in the safety of children in the city of electric games