Building an AI machine/Deep learning application

Part 1 –

Following is the link of the Project 

1. Iris Data Set

Top 25 Machine Learning Projects for Beginners in 2024

Run the code several times and show the intended output…you also need to EXPLAIN the output…

You will also need to provide output for the following:

Python file containing your code…

Dimensions of the data…

Sample of the data…

Statistical summary of the data…

Class distribution…

One univariate and one multivariate diagram…

Decision Tree…explain the best depth and why?…

Results of training and new data, 80%-20% split…

Accuracy report…what is it telling us?…

Confusion matrix…what is it telling us?…

Classification report…what is it telling us?…

Results of training and new data, 50%-50% split…

Accuracy report…what is it telling us?…

Confusion matrix…what is it telling us?…

Classification report…what is it telling us?…

Part 2 – Updated Code…

Now that you have a working base of code, let’s apply it to a “real world” scenario…

Find an article or video that shows a potentially SIMILAR usage of the application you created in Part 1…

Update the original application so that it “works” for the NEW application…

In this “Movie Recommendation” project, you might find an article on “book recommendations” …you would then update the original program to handle the new scenario…

YOU MUST UPDATE THE ORIGINAL CODE…do not provide entirely new code base.

Run the code several times and show the intended output…you also need to EXPLAIN the output…

You will also need to provide the same output for THIS application, as you did for the ORIGINAL application…specifically:

Python file containing your code…

Dimensions of the data…

Sample of the data…

Statistical summary of the data…

Class distribution…

One univariate and one multivariate diagram…

Decision Tree…explain the best depth and why?…

Results of training and new data, 80%-20% split…

Accuracy report…what is it telling us?…

Confusion matrix…what is it telling us?…

Classification report…what is it telling us?…

Results of training and new data, 50%-50% split…

Accuracy report…what is it telling us?…

Confusion matrix…what is it telling us?…

Classification report…what is it telling us?…

What are some of the potential risks involved with cloud computing? Does the research and model in this article propose a viable solution to cloud-based risk management?

Article:

Mackita, M., Shin, S.-Y., & Choe, T.-Y. (2019). ERMOCTAVE: A Risk  Management Framework for IT Systems Which Adopt Cloud Computing. Future  Internet, 11(195), 1-21. Retrieved from https://doi.org/10.3390/fi11090195  

After reading the article this week, please answer the following two questions.

  • What are some of the potential risks involved with cloud computing?
  • Does the research and model in this article propose a viable solution to cloud-based risk management?

 A substantive post will do  of the following:

  • Ask an interesting, thoughtful question pertaining to the topic
  • Answer a question (in detail) posted by another student or the instructor
  • Provide extensive additional information on the topic
  • Explain, define, or analyze the topic in detail
  • Share an applicable personal experience
  • Provide an outside source (for example, an article from the UC  Library) that applies to the topic, along with additional information  about the topic or the source (please cite properly in APA 7)
  • Make an argument concerning the topic.

At least one scholarly source should be used in the initial  discussion thread. Be sure to use information from your readings and  other sources from the UC Library. Use proper citations and references  in your post.

Project Assignment

 

Write a 6-8 page paper (deliverable length does not include the title and reference pages)

  • What are social networks, how do people use them, and what are some of their practical business uses?
  • What are some of the key ethical issues associated with the use of social networking Web sites?
  • What is a virtual life community, and what are some of the ethical issues associated with such a community?

Provide three articles to substantiate the above three questions.

Using the APA format provide a citation for each of the articles you read

Suggestion: Use a search engine (Google) and keywords

Automated Code Review: WebGoat source code using the VCG SAST tool and verify the findings within the code.

 

For this assignment, My task is to scan the WebGoat source code using the VCG SAST tool and verify the findings within the code. In particular, you will be be using VisualCodeGrepper, which is an open-source SAST tool running on Windows. It supports multiple programming languages(C++, C#, VB, PHP, Java, and PL/SQL).

. Prepare a simple report based on OWASP Findings Report Guide, and submit the report in a PDF format   There should be a section summarizing all the findings by:

  1. Risk level
  2. OWASP Top 10 Threats

To install VCG and run your scans, follow these instructions:

  1. Download WebGoat 8.0 from GitHub in a zip format.
  2. Extract the zip file into a directory.
  3. Download VCG from the project page.
  4. Install VCG on a Windows machine. Consider the system requirements on the project page.

Business Intelligence – End-of-Chapter questions

Chapter 5 – Discussion question #1, #2, #3, & #4 and
                   Exercise #6 and
                   Internet Exercise #7 (go to   neuroshell.com  click on the examples and look at the current examples.  The Gee Whiz example is no longer on the page.)

Chapter 6 – Discussion question #1, #2, #3, #4, & #5 and
                   Exercise 4

– Each answer must be at least 100 words

– 2 references apa format

– no plagiarism

– write only answers, do not mention questions