Big Data Analytics

There are several benefits as well as challenges associated with the use of Big Data Analytics in the e-Healthcare industry. Pick one of the four concepts below and then identify the benefits and challenges associated with that concept. Do not simply list the benefits and challenges but detail them in a substantive, thorough post as it relates to that concept in the e-healthcare industry.

Data Gathering

Storage and Integration

Data Analysis

Knowledge Discovery and Information Interpretation

Discussion and Assignment

 Discussion

 In no less than 250 words, explain what is meant by an IDS and an IPS.  How are they different?  How are they connected to a network?  List a few examples of IDS/IPS tools that are currently on the market.  

Week 11 Assignment

  • 11.1 List and briefly define three classes of intruders.
  • 11.2 What are two common techniques used to protect a password file?
  • 11.3 What are three benefits that can be provided by an intrusion detection system?
  • 11.4 What is the difference between statistical anomaly detection and rule-based intrusion detection?
  • 11.5 What metrics are useful for profile-based intrusion detection?
  • 11.6 What is the difference between rule-based anomaly detection and rule-based penetration identification?
  • 11.7 What is a honeypot?
  • 11.8 What is a salt in the context of UNIX password management?
  • 11.9 List and briefly define four techniques used to avoid guessable passwords.

Discussion

 Do you believe that all data should be encrypted? Many computing professionals think this is a good idea. But a small number of computing experts feel that no data should be encrypted—that all data and software should be openly available to anyone who wants it. Explain your answer (whether you believe all data should or should not be encrypted). 

 

Internet Research – Wk 11

In this module, you learned that random numbers (or, at least, pseudorandom numbers) are essential in cryptography, but it is extremely difficult even for powerful hardware and software to generate them. Go online and conduct research on random number generators. What are the different uses of these tools besides cryptography? How do they work? Explain your answer using your own words in 2-3 paragraphs 

HR D 3

You have been tasked with recruiting a new HR Director for your corporation. Discuss in detail the process you would use to gather a pool of highly qualified candidates. Also, discuss what acts/laws have to be considered when recruiting individuals.

APA format with at least 2 citations and references. minimum 300 words.

Presentation

Imagine your organization is going to build an application utilizing Big Data and Machine

Learning. You are going to propose to upper management of your idea with supporting system

design. Develop an APA formatted paper that presents a detailed analysis and research-based

information pertaining to ALL of the following topics;

● List and describe the type of data you will need for your application, and how you will

ensure the quality of the data.

● List and explain the technologies, tools and software packages that will be used to build

the application.

○ Provide the design of your Big Data database. Explain why you chose the

database compared to others. Also, include supporting theories for the schema

you came up with.

○ Describe in detail why the chosen technologies are adequate to process the

data.

○ List and describe the types of the statistical analysis methods that will be used.

MSIT 690 Syllabus

18 of

● List and describe the benefits from the customer’s perspective and organization’s

perspective. Please pinpoint where the benefits are drawn from – data, technology,

software package, process, and etc.

● List and describe the concerns and downsides that may be introduced by the

application and the Big Data from multiple perspectives – law, regulations, social and

etc. Provide solutions, processes, application modules, and etc. that mitigates the

concerns, problems, issues.

● Provide data flow diagram, database design, and sample code of a module for your

application.

Present it in 10 slides.

Word document Assignment

 

  1. Open the EmergencyProcedures-02.docx start file. If the document opens in Protected View, click the Enable Editing button so you can modify it.
  2. The file will be renamed automatically to include your name. Change the project file name if directed to do so by your instructor, and save it.
  3. Change the theme to Integral and the theme color to Red.
  4. Change the top, bottom, left, and right margins to 0.75″.
  5. Select the entire document and change the font size to 12 pt.
  6. Format the title of the document.
    1. Select the title of the document and apply Heading 1 style.
    2. Open the Font dialog box, apply All caps effect, and change the font size to 16 pt.
    3. Change the Before paragraph spacing to 0 pt.
    4. Add a bottom border to the title using the Borders drop-down list.
  7. Apply and modify the Heading 2 style and delete blank lines.
    1. Apply the Heading 2 style to each of the bold section headings.
    2. Select the first section heading (“Emergency Telephones [Blue Phones]”).
    3. Change Before paragraph spacing to 12 pt. and After paragraph spacing to 3 pt.
    4. Apply small caps effect.
    5. Update Heading 2 style to match selection. All the section headings are updated.
    6. Turn on Show/Hide and delete all the blank lines in the document.
  8. Select the bulleted list in the first section and change it to a numbered list.
  9. Apply numbering format and formatting changes, and use the Format Painter.
    1. Apply numbering to the text below the section headings in the following sections: “Assaults, Fights, or Emotional Disturbances”; “Power Failure”; “Fire”; “Earthquake”; and “Bomb Threat.”
    2. Select the numbered list in the “Bomb Threat” section.
    3. Open the Paragraph dialog box, set Before and After paragraph spacing to 2 pt., deselect the Don’t add space between paragraphs of the same style check box, and click OK to close the dialog box.
    4. Use the Format Painter to copy this numbering format to each of the other numbered lists.
    5. Reset each numbered list so it begins with 1 (right-click the first item in each numbered list and select Restart at 1 from the context menu).
  10. Customize a bulleted list and use the Format Painter.
    1. Select the text in the “Accident or Medical Emergency” section.
    2. Create a custom bulleted list and use a double right-pointing triangle symbol (Webdings, Character code 56).
    3. Open the Paragraph dialog box and confirm the left indent is 0.25″ and hanging indent is 0.25″. If not, change the settings.
    4. Set Before and After paragraph spacing to 2 pt. and deselect the Don’t add space between paragraphs of the same style check box.
    5. Use the Format Painter to apply this bulleted list format to the following text in the following sections: “Tips to Professors and Staff” and “Response to Students.”
  11. Change indent and paragraph spacing and apply a style.
    1. Select the text below the “Emergency Telephone Locations” heading.
    2. Set a 0.25″ left indent.
    3. Set Before and After paragraph spacing to 2 pt.
    4. Confirm the Don’t add space between paragraphs of the same style box is unchecked (Paragraph dialog box).
    5. Apply Book Title style to each of the telephone locations in the “Emergency Telephone Locations” section. Select only the location, not the text in parentheses or following text.
  12. Change left indent and paragraph spacing and set a tab stop with a dot leader.
    1. Select the text below the “Emergency Phone Numbers” heading.
    2. Open the Paragraph dialog box and set a 0.25″ left indent for this text.
    3. Set Before and After paragraph spacing to 2 pt. and confirm the Don’t add space between paragraphs of the same style box is unchecked.
    4. Open the Tabs dialog box, set a right tab stop at 7″, and use a dot leader (2).
    5. Press Tab before the phone number (after the space) on each of these lines. The phone numbers align at the right margin with a dot leader between the text and phone number.
  13. Apply the Intense Reference style to the paragraph headings in the “Accident or Medical Emergency” section (“Life-Threating Emergencies” and “Minor Emergencies”). Include the colon when selecting the paragraph headings.
  14. Use the Replace feature to replace all instances of “Phone 911” with “CALL 911” with bold font style. Note: If previous Find or Replace criteria displays in the Replace dialog box, remove this content before performing this instruction.
  15. Insert a footer with document property fields and the current date that appears on every page.
    1. Edit the footer on the first page and use the ruler to move the center tab stop to 3.5″ and the right tab stop to 7″.
    2. Insert the Title document property field on the left. Use the right arrow key to deselect the document property field.
    3. Tab to the center tab stop and insert the Company document property field at center. Use the right arrow key to deselect the document property field.
    4. Tab to the right tab stop, insert (not type) the date (use January 1, 2020 format), and set it to update automatically.
    5. Change the font size of all the text in the footer to 10 pt.
    6. Add a top border to the text in the footer using the Borders drop-down list and close the footer.
  16. Use the Borders and Shading dialog box to insert a page border on the entire document.
    1. Use Shadow setting and solid line style.
    2. Select the fifth color in the first row of the Theme Colors (Dark Red, Accent 1) and 1 pt. line width.
  17. Center the entire document vertically (Hint: use the Page Setup dialog box).
  18. View the document in Side to Side page movement view [View tab, Page Movement group] and then return to Vertical page movement view.

Testing Hypotheses

 

In this assignment, you will test for a significant difference between the average resting heart rate of males and the average resting heart rate of females in your heart rate data.  You have observed that the mean rates are not exactly the same but are they significantly different?  You may use either of the two methods for testing a hypothesis illustrated in Realizeit:  compare the two confidence intervals or use the data analysis tool to run a two-sample test with unequal variances as shown in the topic of testing two-samples.

Steps

  1. Write the null hypotheses being tested
  2. Run the analysis either by using data analysis and the two-sample test or by comparing the two confidence intervals
  3. Interpret your data to determine if the resting male heart rate is the same as the resting female heart rate. Remember we are looking for whether the difference is a significant one, not just whether they are not the same.

Additional Instructions:

Your assignment should be typed into a Word or other word processing document, formatted in APA style. 

CC-3

 

In 500 words or more, consider this statement: For cloud computing to become multi-jurisdictional, it must be separated from politics.

Cite your sources. Do not copy. Write in essay format, not in bulleted, numbered, or another list format.