AILearning

Consider the following:

AILearning

1. Input data for prediction
   1. Text
   2. Image
   3. Audio
   4. Video
2. Prompt the AI
   1. Introduce yourself
   2. Explain the problem
   3. Give directions for the presentation of the solution
   4. Specify the expected results
3. Continue the discussion until you are satisfied
4. Request a report file with the prompt, response, and your analysis, and save it as a .qmd file with embed-resources: true.

The AI tools we will be discussing in this class.

1. Posit Assistant https://assistant.posit.co/
2. OpenAI ChatGPT: https://chatgpt.com/
3. Microsoft CoPilot https://copilot.microsoft.com/
4. Google Antigravity https://antigravity.google/

Homework solutions using Posit Assistant:

Use these steps to generate solutions to homework problems using Posit Assistant. You should include the prompt you used and the response you received. You should also include your own analysis of the response, including any corrections or improvements you made to the solution.

1. Posit Assistant:

Provide the following prompt to Posit Assistant or enter each step one at a time.

Introduction

I am a second year MS Student in the MS Statistics program at CSU East Bay. I am in the Stat. 652 Statistical Learning class. I am learning how to use AI tools to help me produce solutions to homework problems. I will be using Posit Assistant to help me solve the following problem.

Explain the problem

Using R simulate \(n = 100\) standard normal values, square each value, and plot histograms. Comment on the shape of the distribution.

Specify the expected results

Please produce the solution to this problem by providing R code in a .qmd file. Please provide a brief explanation of the shape of the distribution.

Request a report file

The report file should include the prompt, response, and your analysis, and save it as a .qmd file that output a .html file that has embed-resources: true. The report should include a title, class, author, and date. I should be the author, “Eric Suess” (make sure to change this to your name). Any mathematical formulas should be formatted using LaTeX. The report should be well organized and easy to read.

Homework solutions using ChatGPT:

Use these steps to generate solutions to homework problems using ChatGPT. You should include the prompt you used and the response you received. You should also include your own analysis of the response, including any corrections or improvements you made to the solution.

2. OpenAI ChatGPT:

Provide the following prompt to ChatGPT or enter each step one at a time.

Introduction

I am a second year MS Student in the MS Statistics program at CSU East Bay. I am in the Stat. 652 Statistical Learning class. I am learning how to use AI tools to help me produce solutions to homework problems. I will be using ChatGPT to help me solve the following problem.

Explain the problem

Using R simulate \(n = 100\) standard normal values, square each value, and plot histograms. Comment on the shape of the distribution.

Specify the expected results

Please produce Python code and execute the code to produce the histogram. Please provide a brief explanation of the shape of the distribution.

Request a report file

The report file should include the prompt, response, and your analysis, and save it as a .pdf file. The report should include a title, class, author, and date. I should be the author, “Eric Suess” (make sure to change this to your name). Any mathematical formulas should be formatted using LaTeX. The report should be well organized and easy to read.

Homework solutions using Microsoft Copilot:

3. Microsoft CoPilot

Introduction

I am a second year MS Student in the MS Statistics program at CSU East Bay. I am in the Stat. 652 Statistical Learning class. I am learning how to use AI tools to help me produce solutions to homework problems. I will be using CoPilot to help me solve the following problem.

Explain the problem

Using R simulate \(n = 100\) standard normal values, square each value, and plot histograms. Comment on the shape of the distribution.

Specify the expected results

Please produce Python code and execute the code to produce the histogram. Please provide a brief explanation of the shape of the distribution.

Request a report file

The report file should include the prompt, response, and your analysis, and save it as a .pdf file. The report should include a title, class, author, and date. I should be the author, “Eric Suess” (make sure to change this to your name). Any mathematical formulas should be formatted using LaTeX. The report should be well organized and easy to read.

4. Google Antigravity