All posts by : chebby

Machine Learning Course Project 

 This course project is an opportunity for you to explore a machine learning problem of your choice. 

 There are many datasets out there. UC Irvine has a repository that could be useful for you project: 

  using this link (http://archive.ics.uci.edu/ml/index.php)

Project guideline

**Classifier Implementation 

Implement a classifier or classification algorithm. It can be any classification algorithms we learned or have not learned in the class. 

1. Project Proposal should be 1 page long and Include the following information: 

-Project title; 

-The name of classifier or classification algorithm that you will implement; 

-The programming language you will use; 

-The format of training data you will use, i.e., the source of data set, the attributes’ types, the range of attributes’ values, the size of training set, etc. 

2. Project Report should be maximally 8 pages long and be written by using this link( https://nips.cc/Conferences/2020/PaperInformation/StyleFiles) 

and Include the following information: 

-Abstract 

-The description of implementation process, such as flowchart, functions, pseudocode, or partial codes;

-The description about 1) using training set to build the classifier, and 2) applying the classifier on a small amount of test instances. That is to show how your classifier works, as well as the training errors and test errors. 

-Conclusion 

3. Presentation (10 ~ 20 pages)

-Explain the source code files; 

-Present how your classifier works; 

-Evaluate your classifier. 

Chapter 8- study questions 1-10, Exercise 1, 2, & 3

Submit within 12-15 hours.

For your week 6 research paper, please address the following in a properly formatted research paper:

• Do you think that ISO 27001 standard would work well in the organization that you currently or previously have worked for? If you are currently using ISO 27001 as an ISMS framework, analyze its effectiveness as you perceive in the organization.
• Are there other frameworks mentioned has been discussed in the article that might be more effective?
• Has any other research you uncover suggest there are better frameworks to use for addressing risks?

Your paper should meet the following requirements:

• Be approximately four to six pages in length, not including the required cover page and reference page.
• Follow APA 7 guidelines. Your paper should include an introduction, a body with fully developed content, and a conclusion.
• Support your answers with the readings from the course and at least two scholarly journal articles to support your positions, claims, and observations, in addition to your textbook. The UC Library is a great place to find resources.
• Be clearly and well-written, concise, and logical, using excellent grammar and style techniques. You are being graded in part on the quality of your writing.

Organizations do not always provide information systems that allow their staff to perform their responsibilities efficiently and effectively. Read the article, “Lifting the Veil Off Shadow IT.” Then, respond to the following:

• Take a position favoring or opposing shadow IT.
• If you are in favor, give one reason that shadow IT should be allowed. If you are not in favor, provide one way that the organization can reduce the risks of shadow IT.

Define and describe PaaS. In the description be sure to list the benefits and potential disadvantages. Locate an article that supports the benefits of PaaS in an organization and/or the failures of PaaS implementation. Be sure to cite in APA format. 

The COSO framework of internal controls is practiced within companies around the world. The objectives of the COSO framework are closely related to its five components. For this week’s activity, please discuss these five components of the COSO framework. Be sure to include each components’ impact on each of the COSO framework objectives. What do you feel an auditor would most be concerned with during an IT audit? Lastly, discuss suggestions for integrating COSO framework compliance into a company in which you are familiar. 

Your paper should meet the following requirements:

• Be approximately four to six pages in length, not including the required cover page and reference page.

• Follow APA7 guidelines. Your paper should include an introduction, a body with fully developed content, and a conclusion.

• Support your answers with the readings from the course and at least two scholarly journal articles to support your positions, claims, and observations, in addition to your textbook. The UC Library is a great place to find resources.

• Be clearly and well-written, concise, and logical, using excellent grammar and style techniques. You are being graded in part on the quality of your writing.

Term paper topic has to be either based on Data Analytics type or Experimental/ Simulation Type. Below are the example papers for overview of the term paper.

Please check attachment!!

 Identify the  FOUR (4) questions to ask about Collaborative Tools as stated by Jamsa (2013). List the four questions as level 1 headings. 

Then, in YOUR  OWN words, and in response to the four questions,  and from a business owner’s perspective, explain possible issues that could arise in the business if the questions are NOT answered. 

This week’s article provided a case study approach which highlights how businesses have integrated Big Data Analytics with their Business Intelligence to gain dominance within their respective industry.  Search the UC Library and/or Google Scholar for a “Fortune 1000” company that has been successful in this integration. Discuss the company, its approach to big data analytics with business intelligence, what they are doing right, what they are doing wrong, and how they can improve to be more successful in the implementation and maintenance of big data analytics with business intelligence

Your paper should meet the following requirements:

• Be approximately four to six pages in length, not including the required cover page and reference page.
• Follow APA 7 guidelines. Your paper should include an introduction, a body with fully developed content, and a conclusion.
• Support your answers with the readings from the course and at least two scholarly journal articles to support your positions, claims, and observations, in addition to your textbook. The UC Library is a great place to find resources.
• Be clearly and well-written, concise, and logical, using excellent grammar and style techniques. You are being graded in part on the quality of your writing