Write a 5 Page Minimum (single-spaced with 12-point font) research paper covering the topic, citing any sources you use, including the CCPA or GDPR.

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Computer Science Question

Write a 5 Page Minimum (single-spaced with 12-point font) research paper covering the topic, citing any sources you use, including the CCPA or GDPR. Your paper should have a Minimum of 5 Sources that are properly cited in the text and included in a Reference section.

Use a common citation method such as APA or IEEE and be consistent throughout (SOURCES WILL BE CHECKED!).

Explain how the recommender system works and how it uses data modeling to provide personalized recommendations to users. Analyze the benefits and challenges of data modeling in this context. Consider factors such as data privacy, algorithm accuracy, and user satisfaction.

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Module 5: Netflix Case study

Assignment: Netflix Recommender System Data Modeling

In this assignment, you will explore the Netflix recommender system and analyze how data modeling is used to provide personalized recommendations to users. You will also investigate the benefits and challenges of data modeling in this context.

Instructions:

  1. Research the Netflix recommender system and its data modeling techniques.
  2. Explain how the recommender system works and how it uses data modeling to provide personalized recommendations to users.
  3. Analyze the benefits and challenges of data modeling in this context. Consider factors such as data privacy, algorithm accuracy, and user satisfaction.
  4. Provide examples of other companies or services that use data modeling to personalize recommendations or improve user experiences.
  5. Evaluate the ethical considerations of data modeling in this context. Consider issues such as bias, fairness, and transparency.
  6. Reflect on the potential future developments of data modeling in the context of recommender systems.

Explore the data using data visualization techniques, such as histograms, scatter plots, and heatmaps. Identify any trends or patterns in the data that you find interesting, and write a brief report (2-3 pages) summarizing your findings.

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Exploring the Housing Market in Python

Objective: To gain practical experience in importing and managing data in Python, and to use data visualization techniques to explore trends in the housing market.

Task:

  1. Obtain a dataset of housing prices and related variables such as square footage, number of rooms, location, etc.
  2. Import the data into Python using the Pandas library.
  3. Perform any necessary data cleaning and preparation, such as handling missing values and removing duplicates.
  4. Explore the data using data visualization techniques, such as histograms, scatter plots, and heatmaps.
  5. Identify any trends or patterns in the data that you find interesting, and write a brief report (2-3 pages) summarizing your findings.

Resources:

What is an Information Technology Project? What is research? Why do we need to do research? What is a research methodology? What is a research design?

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Information technology project question

Answer the following questions: Make sure to follow the instruction given and observe the required word count:

1. What is an Information Technology Project? (Max 50 words) ”Cite the source – Use APA.”

2. What is research? (Max 50 words) “Cite the source – Use APA.”

3. Why do we need to do research? (Max 50 Words) “Cite the source – Use APA.”

  • 3.1. – Explain what we mean by Qualitative research
  • 3.2. – Explain what we mean by Quantitative Research
  • 3.3. – What is a survey?
  • 3.4. – List the major parts of a research paper
  • 3.5. – What is a Peer Review-Journal?

4. As students / Scientists, what topic/s do we need to research? (Max 50 Words) “Cite the source – Use APA.”

  • 4.1. – Why do we need to use keywords during our Lit Review?

5. What is a research methodology? (Max 100 Words) “Cite the source – Use APA.”

6. What is a research design? (Max 100 Words) “Cite the source – Use APA.”

7. What do we mean by project deliverable? (Max 50 Words) “Cite the source – Use APA.”

8. Is deadline an important aspect of a project? (Max 50 Words) “Cite the source – Use APA.”

9. What are project limitations? (Max 50 Words) “Cite the source – Use APA.”

10. What do we mean when we say resources? (Max 100 Words) “Cite the source – Use APA.”

11. Why do we need to apply APA Basic Citation Stiles in a research proposal? (Max 100 Words). “Cite the source – Use APA.”

12. From our Syllabus, please explain what we mean by Academics Integrity. (Max 250 Words) “Cite the source – Use APA.”

13. What is Plagiarism? (Max 100 Words) ”Reference the Academic Integrity from the Syllabus”

14. What is Self-Plagiarism? (Max 50 Words) ”Reference the Academic Integrity from the Syllabus”

15. What are bar charts? (Max 15 words)

16. What is a central question? (Max 15 words)

17. What do we mean when we say: Cleaning the Data? (Max 25 words)

18. What is a sample size formula? (Max 25 words)

19. Define the term “Statistics” (Max 20 words)

For each category of Employee, count the number of employees in that category, and the average salary of that category. Find the average number of orders placed by Customer. Find all the customers who purchased the Popular-Product.

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Show the SQL statement of the following Queries.

  1. For each category of Employee, count the number of employees in that category, and the average salary of that category.
  2. Find the average number of orders placed by Customer.
  3. Find all the customers who purchased the Popular-Product.
  4. Find the store that has most different products in stock.
  5. Find the floor staff who has taken charge of all the floors in the past 1 week.
  6. For each product, list all the stores selling it, and the price of the product at the stores.
  7. Find the floor that have the most number of stores located.
  8. List the schedule of the Gold-Store.
  9. Find the store that produces the most amount of sale in the past 1 week.
  10. Find the employee who supervises the most number of floor staffs
  • https://www.studypool.com/questions/download?id=2830872&path=uploads/questions/1321933/20230501201050project_part2.drawio.pdf&fileDownloadName=attachment_1

What are the factors to be noted while creating microservices? How microservices communicate with each other and how to handle fault tolerance?

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PRIOR KNOWLEDGE ON SPRINGBOOT MICROSERVICES REQUIRED

Based on below papers we have to write systematic Research paper (sample paper attached )

Add these questions in paper

Q1 : What are the factors to be noted while creating microservices?

Q2 : How microservices communicate with each other and how to handle fault tolerance?

Q3 : Challenges in Authenticating and Authorizing microservices?

Papers as below:

Note: As per the document attached need Side headings and proper content : Introduction, Systemtic review with Questions as above, conclusion etc… Every content should be from above mentioned papers only

Discuss one technology that is being used by these groups for nefarious purposes. What is or has the U.S. government done to counter its influence?

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CJIF Program Discussion

Despite numerous laws and the intervention of the government, terrorists and malicious nation-state actors have been using technology to further their goals and objectives. Such technologies include the use of fake accounts, bots, forums, cryptocurrency, commodity malware, etc.

  • Discuss one technology that is being used by these groups for nefarious purposes.
  • What is or has the U.S. government done to counter its influence?
  • Have these actions been effective? How or how not?
  • What else can we do to lessen its influence/effects?

How did the teaching experience impact you personally? What did it reveal about your leadership skills, ability to present and guide/work with younger children? How did you change over the course?

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Criteria and Rubric for Final Project

COMBO SMT2044-U01 (19288) /

SPRING23 / SIMMONS

Directions:  Please be creative in composing your final project.  This is Due on or before Friday, April 28 (9:45am – 11:45am) although can be uploaded earlier should you finish ahead of time!

Must Haves:

  • “Some” audio recording of your own voice using technology (Powerpoint, Screencast, Imovie, Voicethread, Nearpod).
  • Include a storyline or progression of how you developed through the course from start to finish using your final TEACH3/4 data. Note: If you decide to do a powerpoint – consider including presenter notes (just be sure I can see them).  This helps me track what you intended the slide to convey to me, the viewer.

Components

  1. Narrative (20 points) of your teaching experience (This includes your reflections on your Peer teach, TEACHES 1 – 3. What were you expecting? What did you experience? (This is paragraph form with audio recording)

 

  1. Showcase TEACH4 (Some of you are TEACH3) (20 points)
    • Specifically showcase (describe, illustrate) the intended content and activities of the lessons for FINAL TEACH – this serves as an overview of what you intended to do in FINAL TEACH. You can link your lesson plan but you must provide an overview (scaffold) of your plan (What were the 5E’s)   

 

  1. Statistical Analysis (30 points) Analysis of Student Work from FINAL TEACH (Note: your final project you MUST have data (Excel or Google Sheets) on students’ understanding both before and after the test. ) = Quantitative

* You will also need a rubric to analyze some of your qualitative data (open responses, drawings, models etc) i.e. – What does the data tell you about whether students met the objectives?)

 

  1. Modifications to FINAL TEACH (15 points)
    If you taught your FINAL teach again – please highlight in the lesson plan OR narrate in an organized fashion ONLY the parts of your lesson that you will change.
  2. Summary (15 points)
    • How did student work/data influence your revision,
    • How did Mentor teach / Professor Simmons feedback influence your modifications?  Why? How?
    • How did the teaching experience impact you personally?  What did it reveal about your leadership skills, ability to present and guide/work with younger children? How did you change over the course?

Identify a high-quality article on the topic of quality assurance in IT. This may be a scholarly article, journal or trade magazine article, or other online article.

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Discussion Question

Assignment Instructions

Identify a high-quality article on the topic of quality assurance in IT. This may be a scholarly article, journal or trade magazine article, or other online article. (To judge whether an article is high-quality, ask yourself if you would cite the article as an authoritative source to the CEO of your company.) In a post of about 400 words, provide an overview of the article for your classmates. Provide a link to the article and summarize the key concepts it discusses.