R Homework

Question 1

Please submit a Rmarkdown (word format) report capturing the following:Use the attached Iris Dataset: iris_exams.csv  (click to download).Provide at least the following in the report for full credit: (1) Understanding the Data:

  • The structure of the data and a preview of the data.
  • Frequency Distribution. (Frequency Tables & Plots for each variable in the dataset (Barplots/Histograms)). Make sure to capture the skewness and kurtosis. – Provide an interpretation in one paragraph  (no more than 300 words) explaining the distribution of the data. 
  • Summary Statistics of the Data at least including mean, quartiles, min/max, and standard deviation. 

Question 2

Using the mtcars dataset, demonstrate the skills you have learned so far in class and submit a Rmarkdown (word doc) report including the following:

  • Develop a hypothesis
    • What is your hypothesis?
    • What columns are IVs
    • What columns are DVs
    • What columns are ignoble (why)
  • Check for Errors & Missing Data
  • Clean the data
    • How did you deal with NAs
    • How did you deal with outliers
  • Check Assumptions using Parametric Tests
    • Additivity 
    • Linearity
    • Normality
    • Homogeneity, Homoscedasticity

    Question 3

    Create a bar graph using the attached Iris dataset: iris_exams.csv  (click to download). Compare the Sepal Length of the flower Species. Include the following:

  • Main Title
  • X and Y-Axis Labels
  •  Colors by Species 
  • Provide an interpretation in one paragraph  (no more than 300 words) explaining the distribution of the data. 

Which Species Sepal.Length is greater?

Network Design

 

instructions

  1. Network Topology (15 points): Describe in 2-3  paragraphs the network topology that you have selected. Explain why you  chose the topology, and how it will help you to meet your project needs 
  2. Technology Budget (10 points): Based on your needs  assessment and technology requirements listed during week 2, what would  be your total expenses needed to fully implement this network (outside  of the virtual environment?) You should be able to use the URLs that you  used in last week’s assignment to gain easy access to the prices. 
  3. Network Diagram (25 points):  Using Visio, or a similar charting tool, create a DETAILED network  diagram. Be sure to include your selected network topology, specific  hardware, software, IP addressing, networking and security standards,  selected services, etc. All components should be CLEARLY LABELED.   Week 3 Assignment 
    Use the attached template “IT491 Week Three Assignment” template for this week’s submission. 
     

Term Paper

Finish the term paper using the following outline. In addition to the 4-6 pages of the paper itself, you must include a title page and a reference page. You are to follow APA Guidelines for citing and referencing sources. Your paper must be in your own words, representing original work. Paraphrases of others’ work must include attributions to the authors. Limit quotations to an average of no more than 3-5 lines, and use quotations sparingly. It is always better to write the information in your own words than to directly quote. 

Title: Penalties and adjudication for various information and technology offenses.

Thesis: Penalties and adjudication for various information and technology offenses are not playing the crucial role of securing the abolition of breaching the law, which has been set, to safely guide the key players in the platform. The law is not even ensuring that those people who temple with the originality of a given person work.

i. Introduction 

a. Thesis 

b. The role of the thesis. 

ii. Expounding on the law and some of the changes needs to make it better.

a. Background of the law

b. Some of the recommendation that has been pointed out concerning the law by different stakeholders.

c. The effects of the law on today’s information and technology industry.

iii. The main objectives of the law.

a. The success and the future of IT in the country

b. The goals of addressing the topic 

c. The significance of the law and the setbacks  

d. The significance of implement the law to the grass root.

iv. The benefit of law to the industry 

a. The key traits of  for success  

b. The goal of the law 

c. Efforts to introduce new laws and ensuring they have been followed.

i. Significance of changing some articles  in the law

ii. Incorporating of organs to ensure that the effectiveness of the law

d. Making sure that the law meets the national and international standards 

v. Recommendation from the writer’s view.

a. Some of the things that can make a difference in the information and technology sector.

vi. Conclusion 

a. Summarizing the arguments and efforts made 

Reference

Bottoms, A. (2001). Compliance and community penalties. Community penalties: Change and challenges, 87-116.

Roth, M. P. (2010). Crime and punishment: A history of the criminal justice system. Nelson Education.

case study wk 11

paper should be at least 3 pages in length. Use proper grammar, spelling, citations, etc.

1. What are the trade offs that Dianrong is facing? How should the company prioritize its objectives? What should Soul Htite do?2. As detailed in Exhibit 1 of the case, there are different collaboration models that Dianrong has adopted in working with various parties on technological development. How should the company decide on the nature of collaboration for technological developments in the future (via organic and in-house developments, partnerships, joint ventures, or acquisitions)?3. Assuming that the company manages to raise an additional US$100 million, how should Dianrong allocate the capital across its many business units to maximize value in the long run? Should the company spend the money on internal R&D initiatives or M&A pursuits? Or both?4. How should the company work with the local regulations in China? Should the company focus on reviving the P2 industry in China in the process? If so, how?5. Are there other technologies that Dianrong should consider adding to its already expansive portfolio of technologies? In contrast, are there technologies that may seem redundant at the firm at the moment? How should Dianrong manage this to improve its competitive edge with its “technology DNA?”

Compose your essay in APA format, including the introduction and conclusion, and in-text citations for all sources used. In addition to your 3 page (minimum) essay, you must include an APA-style title page and reference page.

Health Informatics & Inform System – a-7

Questions:

1.       Why does evidence-based medical practice need IT support?

2.       Should only randomized clinical trial results be used to make treatment decisions? Why?

3.       List at least 3 reasons clinical practice guidelines are not used consistently in the US.

 

I expect 3 pages of fact-based material to answer these questions.

Paper should be APA formatted with citation.