Data science and Big data research paper

Challenges and Issues in an e-Healthcare system based on IoT 

Problem statement:

Data security and privacy, as in all systems, are also the most significant challenges in a health care system based on IoT. All IoT devices capture data in real-time, Thus the need of adhering to standards and data protocols is of utmost importance.

Fraudulent claims, misuse of IoT device data including data ownership, and regulation of data are some of the additional issues in such a healthcare system.

Research question:

How do we ensure IoT devices are secure in this system?

How to maintain data integrity and ensure user data is not compromised in a Health care Organization.

Purpose Statement:

To identity and document available solutions for maintaining the security and data integrity in an IoT based e-healthcare system.

2.  Draft a 5-6 page research prospectus (a short version of what will become your “research proposal”) that is a shortened description of a possible research project you’re looking into for your dissertation, including a description of the problem area, the purpose of your research project, and research question(s) that you would answer in your dissertation.

Either paper needs to be approximately 5-6 pages long, including both a title page and a references page (for a total of 7-10 pages). Be sure to use proper APA formatting and citations to avoid plagiarism.

Your paper should meet the following requirements:

• Follow APA7 guidelines. Your paper should include an introduction, a body with fully developed content, and a conclusion.

• Conclude your paper with a detailed conclusion section. 

• Support your answers with the readings from the course, the course textbook, and at least three scholarly journal articles from the UC library to support your positions, claims, and observations, in addition to your textbook. Of course, I start with Google Scholar, and the UC Library is a great place to find 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.

Create a professional look logo animation using Blender.

 

Create a professional look logo animation using Blender.

The topic of the logo animation should be something about  Computer Science.

  • Your video must contain 10-20 seconds of animation (10 points);
    • Note: Credits, lead footage, and other components will not be counted toward the run time. 
  • A professional look that is appropriate for marketing purpose with a cohesive theme throughout (50 points);
    • Included content requires 3D objects with applied textures
    • Use of Color (projects submitted solely in Grey scales will receive 50%)
  • You must include your name’s initial (first and last) in the animation (10 points);
  • Create a Word file to include steps used in creating the logo animation (20 points).
  • Save the animation as a video. Upload the video to your TWU YouTube account. Include the link to the video in the Word file. (10 points)
    • Be sure that the YouTube Privacy settings are set to “Unlisted” or “Public”

Submission instructions:

Include all files in Final Project as a ZIP file and then submit through the link under the Submissions tab. The files should include:

  • .blend file for the animation (missing .blend file will lose 60 points for this project);
  • The Word file.
  • YouTube URL 

If you work in a team, only 1 submission is needed. You must include both members’ name initials in the animation.

Note: By default, Blender does not save images as part of the .blend file (this applies to background images or textures used as part of the scene).

To make those images part of the file they have to be packed.

You can pack all external files into the .blend file by going to File -> External Data -> Pack all into .blend.

After doing this you have to re-save the file.

Computer science

1.Enlist some commands of DDL, DML, and DCL.
2.Define DML Compiler.
3.What is DDL interpreter?
4.Enlist the advantages of SQL
5.Explain the terms ‘Record’, ‘Field’ and ‘Table’ in terms of database.

Cloud Computing

For this week’s assignment, create a 3-4 page paper that discusses how Sarbanes-Oxley affects those organizations with a cloud presence and what areas they need to be cognizant of to ensure compliance with the law.

Assignments should be clear and detailed with a minimum of 500 words, sources must be cited in APA format and must have clear organization and flow.

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.

DUECE

DELIVERABLES

Vulnerable Asset List – Submit the completed list of vulnerable assets

Internal and External Threats List – submit the itemized list of threats

External Inputs of Threats and Vulnerabilities – Submit your list of external inputs of threats and vulnerabilities

Business Impacts and Probabilities Matrix – Submit your Business Impacts and Probabilities Matrix

Prioritized Risks and Response Matrix – Submit Prioritized Risks and Response Matrix

Risk Assessment Summary Report – see Template

computer science

 Archie wants a program that calculates and displays a team’s final score in a football game, given the numbers of the team’s field goals, touchdowns, one-point conversions, two-point conversions, and safeties. First, create an IPO chart for this problem, and then desk-check the algorithm twice. For the first desk-check, use 3, 2, 2, 0, and 1 as the numbers of field goals, touchdowns, one-point conversions, two-point conversions, and safeties. For the second desk-check, use your own set of data. After desk-checking the algorithm, list the input, processing, and output items in a chart similar to the one shown in Figure 3-25, and then enter the appropriate C++ declaration statements. 

 Builders Inc. wants a program that allows its salesclerks to enter the diameter of a circle and the price of railing material per foot. The program should calculate and display the total price of the railing material. Use 3.1416 as the value of pi. First, create an IPO chart for this problem, and then desk-check the algorithm twice. For the first desk-check, use 35 feet as the diameter and $2 as the price per foot. For the second desk-check, use 15.5 and $3.50. After desk-checking the algorithm, list the input, processing, and output items in a chart similar to the one shown in Figure 3-25, and then enter the appropriate C++ declaration statements. 

Bubble Chart

Interactive-Visualizations-and-Dashboards

 

In this assignment, you will build an interactive dashboard to explore the Belly Button Biodiversity dataset (http://robdunnlab.com/projects/belly-button-biodiversity/),  which catalogs the microbes that colonize human navels.

The dataset reveals that a small handful of microbial species (also called operational taxonomic units, or OTUs, in the study) were present in more than 70% of people, while the rest were relatively rare.

Step 1: Plotly

  1. Use the D3 library to read in samples.json.
  2. Create a horizontal bar chart with a dropdown menu to display the top 10 OTUs found in that individual.
  • Use sample_values as the values for the bar chart.
  • Use otu_ids as the labels for the bar chart.
  • Use otu_labels as the hovertext for the chart.

hw01.png

  1. Create a bubble chart that displays each sample.
  • Use otu_ids for the x values.
  • Use sample_values for the y values.
  • Use sample_values for the marker size.
  • Use otu_ids for the marker colors.
  • Use otu_labels for the text values.

hm02.pngBubble Chart

  1. Display the sample metadata, i.e., an individual’s demographic information.
  2. Display each key-value pair from the metadata JSON object somewhere on the page.

hm03.pnghw

  1. Update all of the plots any time that a new sample is selected.

Additionally, you are welcome to create any layout that you would like for your dashboard. An example dashboard is shown below:

dashboard_part1hw

  • Adapt the Gauge Chart from https://plot.ly/javascript/gauge-charts/ to plot the weekly washing frequency of the individual.
  • You will need to modify the example gauge code to account for values ranging from 0 through 9.
  • Update the chart whenever a new sample is selected.

dashboard_part2Weekly Washing Frequency Gauge

Deployment

  • Deploy your app to a free static page hosting service, such as GitHub Pages. Submit the links to your deployment and your GitHub repo.
  • Ensure your repository has regular commits (i.e. 20+ commits) and a thorough README.md file

Hints

  • Use console.log inside of your JavaScript code to see what your data looks like at each step.
  • Refer to the Plotly.js documentation when building the plots.