Select your final project topic. It must be unique. It should be a high level topic related to this course. Pick a topic that you will learn something from or that will be useful in your work. It must be specific not generic.

 

Select your final project topic. It must be unique. It should be a high level topic related to this course. Pick a topic that you will learn something from or that will be useful in your work. It must be specific not generic. Your final project will consist of a 12 minutes, 12 slide powerpoint presentation that you will present at residency and a 1 page single spaced summary and an annotated reference list as described below all of which will be submitted in Week 15. 

You must also respond to two of your peers’ proposals. Help them make a better, more focused, and more interesting presentation. 

Defend your choice of topic in 500 words or more. Include at least 3 expert supporting quotes surrounded by quotation marks and cited in-line. Provide an annotated reference list at the end. Annotations consist of two paragraphs of at least five sentences each about each of at least five references. The first paragraph should summarize the content of the source and the second are your thoughts or reflections about the source.

IDM W 7 D

 Discuss techniques for combining multiple anomaly detection techniques to improve the identification of anomalous objects. Consider both supervised and unsupervised cases. 

Research paper subject data mining

 

discusses strategy and how ERM can be integrated with an organization’s overall strategy. Prepare a research paper on some of the various issues, protocols, methods, frameworks you found and discuss how – if possible – organizations can use ERM as strategy. It is perfectly acceptable if you deem ERM cannot be used as strategy, just back up your claim with scholarly research and justifications.

Your paper should meet these 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.

term paper

Please select one of the following topics, research their current background, analyze the purpose of requirements, and design/implement a new information system including a relational database gathering and justify its role in any development process. Then write the term paper.

  1. Data Warehousing Systems
  2. Data Visualization/Virtual Reality Information Systems
  3. Artificial Intelligence and Expert Systems
  4. Data Mining Systems
  5. Decision Support Systems
  6. Knowledge-Base Information Systems

Including Subjects in the Selected Topic:

  1. Describe how the database supports the selected topic
  2. Discuss what the database has a role to implement the selected topic
  3. Discuss your idea about to improve the current topic in accordance with the database progress
  4. Draw each component for the database and explain their function related with the topic
  5. What is the future work for improving your research?

Assignment Instructions:

  1. No ZIP file
  2. The submitted assignment must be typed by ONE Single MS Word/PDF file
  3. At least 15 pages and 5 references
  4. Use 12-font size and 1.5 lines space
  5. No more than 4 figures and 3 tables
  6. Follow APA style and content format: IGU follows the APA(American Psychological Association) for writing style in all its courses which require a Paper or Essay.

http://www.apastyle.org/ (Links to an external site.)

Project Construction Format:

You should follow the following content format:

Title: Topic

Name:  Logan Lee

ID: 123-45-567

Abstract:

  1. Introduction
  2. Background 
  • Current Issues and Suggest Topics
  1. Methods, Techniques, and Evaluations
  2. Future Works
  3. Summary
  • References

BI and Chryptography

Q1. evaluate the history of the Data Encryption Standard (DES) and then how it has transformed cryptography with the advancement of triple DES. You must use at least one scholarly resource.  Every discussion posting must be properly APA formatted. (250 to 300 words)

Q2. What is the relationship between Naïve Bayes and Bayesian networks? What is the process of developing a Bayesian networks model?Your response should be 250-300 words.  There must be at least one APA formatted reference (and APA in-text citation) to support the thoughts in the post.  Do not use direct quotes, rather rephrase the author’s words and continue to use in-text citations.

Q3.List and briefly describe the nine-step process in con-ducting a neural network project.Your response should be 250-300 words. There must be at least one APA formatted reference (and APA in-text citation) to support the thoughts in the post.  Do not use direct quotes, rather rephrase the author’s words and continue to use in-text citations.

Q4. Complete the following assignment in one MS word document and include at least two APA formatted references (and APA in-text citations) to support the work this week. (Each below question 150 words)

1.What is an artificial neural network and for what types of problems can it be used?

2.Compare artificial and biological neural networks. What aspects of biological networks are not mimicked by arti- ficial ones? What aspects are similar?

3.What are the most common ANN architectures? For what types of problems can they be used?4.ANN can be used for both supervised and unsupervised learning. Explain how they learn in a supervised mode and in an unsupervised mode.

5.Go to Google Scholar (scholar.google.com). Conduct a search to find two papers written in the last five years that compare and contrast multiple machine-learning methods for a given problem domain. Observe com- monalities and differences among their findings and prepare a report to summarize your understanding.

6.What is deep learning? What can deep learning do that traditional machine-learning methods cannot?

7.List and briefly explain different learning paradigms/ methods in AI.

8.What is representation learning, and how does it relate to machine learning and deep learning? 

9.List and briefly describe the most commonly used ANN activation functions.

10. What is MLP, and how does it work? Explain the function of summation and activation weights in MLP-type ANN.

11. Cognitive computing has be come a popular term to define and characterize the extent of the ability of machines/ computers to show “intelligent” behavior. Thanks to IBM Watson and its success on Jeopardy!, cognitive computing and cognitive analytics are now part of many real- world intelligent systems. In this exercise, identify at least three application cases where cognitive computing was used to solve complex real-world problems. Summarize your findings in a professionally organized report.

IT345 8

 Pick a topic below and post your reply by Wednesday at midnight. Your response should be at least 400 words and appropriately cites your resources. 

 

Topics:

  • Do you believe we are too dependent on computers? Why or why not?
  • In what ways are we safer due to new technologies?
  • What are some recent examples of technology that has been created that is used to “save lives”?

The Center for Disease Control and Prevention (CDC) uses the social vulnerability index (SVI) to evaluate the impact of disasters on communities, weighting the damage with social factors in the states of South Dakota and Indiana (CDC, 2018a; CDC 2018b).X

Each community requires independent evaluation to identify the vulnerability of the area. Two of the contributing factors for this analysis are minority status and language limitations. The data may lack credibility due to the fear of reprisal for persons that fall into these categories. Exploring the social and physical characteristics, excluding these metrics can provide insight on the overall impact on the SVI.

Question 1: What impact does the exclusion of the metrics that represent minorities and language limited individuals have on the predictability of the CDC’s SVI, based on the 2018 data (CDC, 2018a; CDC, 2018b)?

Question 2: Does the CDC’s SVI have key characteristics that impact the preclude potential exclusion without limiting the overall predictability of the SVI, based on the 2018 data (CDC, 2018a; CDC, 2018b)?

Question 1: What impact does the exclusion of the metrics that represent minorities and language limited individuals have on the predictability of the CDC’s SVI, based on the 2018 data (CDC, 2018a; CDC, 2018b)?

Question 2: Does the CDC’s SVI have key characteristics that impact the preclude potential exclusion without limiting the overall predictability of the SVI, based on the 2018 data (CDC, 2018a; CDC, 2018b)?

Please refer file attached for more detail, looking for a paper of 800 words.

Research paper – Organisation leader and decision making

 This week’s journal articles focus on transformational leadership and knowledge and knowledge sharing within an organization, please review these concepts and answer the following questions:

  1. How do trustworthy and ethical leaders enhance knowledge sharing in organizations?  How does this impact the rate of information technology implementations?  How does this impact data management within organizations? 
  2. How does servant leadership assist with transferring knowledge in an organization?
  3. When thinking about data analytics, how does transformational leadership assist with building good data structures?

Be sure to use the UC Library for scholarly research. Google Scholar is also a great source for research.  Please be sure that journal articles are peer-reviewed and are published within the last five years.The paper should meet the following requirements:

  • 3-5 pages in length (not including title page or references)
  • APA guidelines must be followed.  The paper must include a cover page, an introduction, a body with fully developed content, and a conclusion.
  • A minimum of five peer-reviewed journal articles.

The writing should be clear and concise.  Headings should be used to transition thoughts.  Don’t forget that the grade also includes the quality of writing. 

 Required Reading

Optional Resources:Chapter 5 Journal articles