research on emerging technologies

Please write a research paper of 3000 – 3500 words on Describe and contrast the operational challenges faced by the following startups: (a) consumer Web services startup, (b) iPhone application company, and (c) electronic device company.provide at least five appropriate, properly cited sources. project (paper) must be formatted according to APA guidelines as a Word document, double spaced, Times New Roman, 12-font, with one inch margins. do not do plagiarism. this is a research paper for the course emerging technologies.

IT531-GL-M6

 Prepare a one page paper on Quality of Service (QoS) as it applies to multimedia, and how it can be improved using scheduling techniques and traffic shaping techniques.  You may research the internet for additional sources. Please double-space your paper and cite your sources. 

International Plastics, Inc. Current Standards and Protocols

 The International Plastics, Inc. CEO read your executive summary and would like more information. The CEO would like a detailed explanation of the IT standards, protocols, and communication tools currently in use in the facilities to determine if improvements are needed.

Review the existing International Plastics network diagrams located in the attachment. 

In a table, using Microsoft® Word or Microsoft® Excel®, complete the following:

  • Assess the current telecommunications protocols, standards, and collaboration tools used for International Plastics.
  • ​​​​​​​Document at least six current standards or protocols used at each location. Use the following table headings:
  • Current Telecommunications Standard, Protocol, or Collaboration Tools
  • International Plastics Location
  • Recommendation for Improvement
  • Effects of Improvement

In a 1-page explanation,

  • Recommend improvements based on your assessment.
  • Explain how you arrived at this recommendation.
  • Discuss options you weighed before arriving at this recommendation.
  • Outline the advantages and disadvantages of this recommendation. 
  • Explain how your recommendation helps the company effectively blend their telecommunications and computer networks.
  • Cite at least one scholarly resource and include a citation in APA format.

casestudy

Please add proper introduction and support the already existing content with a good example in the description.Also help to add proper citations and provide 7 APA references.

A9

Attached is the document contains the question. Include at least 4 APA formatted references (and APA in-text citations). The assignment is 4 pages in length. Go through the word document for further details.

discussion-4

 how virtualization may create it’s own security vulnerabilities . 

Include at least 3 quotes from your sources enclosed in quotation marks and cited in-line by reference to your reference list.  Example: “words you copied” (citation) These quotes should be one full sentence not altered or paraphrased. Cite your sources using APA format. Use the quotes in your paragaphs.  Stand alone quotes will not count toward the 3 required quotes.

3-1 Project One

Directions

You decide to research several organizations and focus on one to start. Select one organization from the Business Organizations document in the Supporting Materials section below. You will compare and contrast Currier Grocery (the organization you currently work for) and the one organization you select. To guide your research and personal job notes, address the following in the template provided:

  • An organization’s form is the overarching characteristics that define the type of organization, including how and why the organization formed; the organization’s location(s), size, and type of ownership; whether the organization is nonprofit or for-profit; the goods and services the organization offers; how long the organization has been in business; and the organization’s mission, vision, and core values. Compare and contrast the characteristics of each organization’s form. Specifically, be sure to identify the characteristics of each organization’s form and take note of the similarities and differences between each.
  • Organizations are typically organized or structured into groups of functional areas. These functional areas develop groups of staff, or departments, to ensure the smooth flow of information and operations within the organization structure. Describe the role of key functional areas within each organization. Consider the following:
    • What key functional areas exist within each organization?
    • What role does each function play within the organization?
    • How might a data professional support the organization’s functions?
  • Discuss the relationship between each organization’s form and its functions within the organization. Specifically, address the following:
    • How might the purpose of each functional area vary based on the form of the organization?
    • What functional areas might a data analyst work closely or consult with?

 Review the business organizations in Supporting Materials and select one. You will compare and contrast your current employer, Currier Grocery, to the organization you selected. Prepare and organize your notes into 2 to 3 pages. All references must be cited in APA format. 

Data Science Case Analysis

Final Case Analysis:

There are several CSV files attached , start with the word document to understand the nature of the data and broad expectations for the final case analysis. You are expected to explore and perform exploratory data analysis and the final analysis.

Data Details: You are given six years of lending data (2012 – 2017) in csv format. The data files are relatively larger than what you have used during this course so far. The size of each file is different and depends upon the number of loans the company issued in a year. It can be noted that the file size are relatively larger 2015 onward, which is when the company went public and started lending more loans. Each file has 31 columns (variables) and the description of each column is provided in the DataDictionary.xls file. 

In addition to that, you are also given the states characteristics in a file called states.csv. This file contains demographic information like population size, median income, unemployment rate etc. 

Lastly, you are given a regions file called states_regions.csv that contains larger regions and divisions that each state falls in. For example, New Hampshire is in the Northeast region and New England division. 

There are three sections to this case: Merging and cleaning (15 points), Data Analysis (60 points), Visualization (25 points) totaling 100 points. 

Merging and Cleaning 

Stack all six Lending Club files together on top of each other. Now join the states.csv file with the stacked file using state name as the primary key. Finally, merge the state_regions file with the combined file so that you have one large file containing lending club and states geographic and demographic information. 

Analysis 

Use the above file to analyze and answer the following questions:

1) Find the distribution of number of loans by state, regions and divisions. Describe in your own words the geographic differences in the number of loans. Also, analyze your results by comparing number of loans per capita. Did you notice any missing states in the Lending Club data? If yes, then find out why. 

2) Compare the average amount of loans granted by all states and divisions. Which states and divisions have the highest and lowest average loan amounts?

3) Compare the average interest rate charged and average loan amount by the loan Grade. Do you notice any patterns? 

4) Run a frequency distribution of number of loans, average loan amount and average interest rate for each state by year (2012 through 2017). Describe the changing patterns in those numbers. 

5) Is there a relationship with the population size of a state and the average loan amount given? Is there a relationship between Grade of loans and median income level in a state?

6) This is an open-ended question where you are asked to share an interesting fact that you found through data analysis. 1) 

Visualization

1) Create a plot of interest rates and Grade or a loan and describe the pattern. 

2) Create a map of US states and color code the map with the average amount of loans given. 

3) Show visually the relationship between the annual income of the recipient and the loan amount obtained from Lending Club

4) Create a plot that shows the relationship between the length of employment and amount of loan obtained. 

5) Create a “regional” map and show an interesting relationship of your liking.