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Data science

Course: Data Science & Big Data Analy

Due Date – 5 hours

Discussion Question: 3-F Method

The concept of 3-F Method is introduced.  Discuss the purpose of this concept and how it is calculated.  Also perform your own research/analysis using these factors and provide your assessment on whether the United States need to introduce top talents in the field of big data and cloud computing by using bibliometrics.

Prof. Guidelines 

• Provide extensive additional information on the topic
• Explain, define, or analyze the topic in detail
• Share an applicable personal experience
• Provide an outside source (for example, an article from the University Library) that applies to the topic, along with additional information about the topic or the source (please cite properly in APA)
• At least one scholarly source should be used in the initial discussion thread. Be sure to use information from your readings and other sources from the UC Library. Use proper citations and references in your post.

Books and Resources 

L. Zhao, Y. Huang, Y. Wang and J. Liu, “Analysis on the Demand of Top Talent Introduction in Big Data and Cloud Computing Field in China Based on 3-F Method,” 2017 Portland International Conference on Management of Engineering and Technology (PICMET), Portland, OR, 2017,  pp. 1-3. https://doi.org/10.23919/PICMET.2017.8125463

Saiki, S., Fukuyasu, N., Ichikawa, K., Kanda, T., Nakamura, M., Matsumoto, S., Yoshida, S., & Kusumoto, S. (2018). A Study of Practical Education Program on AI, Big Data, and Cloud Computing through Development of Automatic Ordering System. 2018 IEEE International Conference on Big Data, Cloud Computing, Data Science & Engineering (BCD), Big Data, Cloud Computing, Data Science & Engineering (BCD), 2018 IEEE International Conference on, BCD, 31–36. https://doi.org/10.1109/BCD2018.2018.00013

Required Text

“APA Format” 

https://academicwriter.apa.org/6/ 

“NO PLAGIARISM” 

Plagiarism includes copying and pasting material from the internet into assignments without properly citing the source of the material.

Considering the importance of data in organization, it is absolutely essential to secure the data present in the database. What are the strategic and technical security measures for good database security? Be sure to discuss at least one security model to properly develop databases for organizational security. Create a diagram of a security model for your research paper.

Your paper should meet the following requirements:

• Be approximately 4-6 pages in length, not including the required cover page and reference page. (Remember, APA is double spaced)
• 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 clear and well-written, concise, and logical, using excellent grammar and style techniques. You are being graded in part on the quality of your writing.

SEO stands for Seach Engine Optimizations.

Comment your favorite scripting language (VBScript, Node.Js, Python or SQL script). What do you think is most useful for administration and security? How can you use it? Minimum 150 words. APA format. 1 reference. No plagiarism. 100% original work. NEED THE WORK ASAP!!

Do a bit of research on penetration testing techniques. Investigate and document the following

• Five network penetration testing techniques
• Advantages and disadvantages of each
• One notable social engineering test
• Possible negative implications of penetration tesing

Please write between 200 and 300 words

  state your objectives and the research questions that will be addressed with the Research Design 

This week’s written activity is a three- part activity. You will respond to three separate prompts but prepare your paper as one research paper. Be sure to include at least one UC library source per prompt, in addition to your textbook (which means you’ll have at least 4 sources cited). 

Start your paper with an introductory paragraph.

Prompt 1 “Data Warehouse Architecture” (2-3 pages): Explain the major components of a data warehouse architecture, including the various forms of data transformations needed to prepare data for a data warehouse. Also, describe in your own words current key trends in data warehousing. 

Prompt 2 “Big Data” (2-3 pages): Describe your understanding of big data and give an example of how you’ve seen big data used either personally or professionally. In your view, what demands is big data placing on organizations and data management technology? 

Prompt 3 “Green Computing” (2-3 pages):  One of our topics in Chapter 13 surrounds IT Green Computing. The need for green computing is becoming more obvious considering the amount of power needed to drive our computers, servers, routers, switches, and data centers. Discuss ways in which organizations can make their data centers “green”. In your discussion, find an example of an organization that has already implemented IT green computing strategies successfully. Discuss that organization and share your link. You can find examples in the UC Library.

Conclude your paper with a detailed conclusion section. 

The paper needs to be approximately 7-10 pages long, including both a title page and a references page (for a total of 9-12 pages). Be sure to use proper APA formatting and citations to avoid plagiarism.

Your paper should meet the following requirements:

• Be approximately seven to ten pages in length, not including the required cover page and reference page.

• Follow APA7 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, the course textbook, and at least three scholarly journal articles to support your positions, claims, and observations, in addition to your textbook. The UC Library is a great place to find supplemental 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

Discussion: 
1. How do you describe the importance of data in analytics? Can we think of analytics without data? Explain.
2. Considering the new and broad definition of business analytics, what are the main inputs and outputs to the analytics continuum?
3. Where do the data for business analytics come from? What are the sources and the nature of those incoming data?
4. What are the most common metrics that make for analytics-ready data?

Exercise:

12: Go to data.gov—a U.S. government–sponsored data portal that has a very large number of data sets on a wide variety of topics ranging from healthcare to education,
climate to public safety. Pick a topic that you are most passionate about. Go through the topic- specific information and explanation provided on the site.
Explore the possibilities of downloading the data, and use your favorite data visualization tool to create your own meaningful information and visualizations.
 

Be sure to include an APA cover page and include at least two APA formatted references (and APA in-text citations) to support the work this week.
 

Check Attachment

Directions

Please solve four (4) programming problems related to the content presented in Chapter 11 in your text. You can find the programming problems in the attached file (Module 4 Programming Problems Worksheet.docx (Links to an external site.)).

• Download the worksheet and save it as Mod4-Worksheet-Programming-Last-First.docx. For example, Mod4-Worksheet-Programming-Smith-John.docx.
• Consider the problem, design an algorithm (or algorithms) that would solve the problem, and then implement the algorithm in Java.
• Create a new folder and name it as Mod4-Java-Programming-Last-First, for example, Mod4-Java-Programming-Smith-John.
• Write the source code for each problem and save them as .java files in the folder you created. There are four programming problems for this module so you should have four .java files. Name your java files as Mod4Problem#.java, for example, Mod4Problem1.java.
• Please insert the algorithm written in pseudocode as a comment in the beginning of your program.
• Take screenshots of your running program – you can take screenshots using PrintScreen or any tool that you are familiar with, making sure that the console window in which you run the program appears on the screen.
• Copy the screenshots in the worksheet. If your program has different outcomes, take screenshots of each variation.

Submission

• Compress the folder that saves all of your java files as .zip file. Please note don’t save the worksheet in the same folder as they need to be submitted separately.
• Submit the following two files as attachments by clicking the Submit Assignment button above.
  • Mod4-Java-Programming-Last-First.zip.
  • Mod4-Worksheet-Programming-Last-First.docx.

Grading

This assignment is worth 40 points. You can find the grading rubric for each program in the worksheet attached above.

• Sports Statistics (10 pts.).
• Reading Materials (10 pts.).
• Courses (10 pts.).
• Electronic Equipment (10 pts.).