Role of Data mining in Manufacturing Industries

Choose a manufacturing industry (e.g. auto, steel, or book making) and apply data mining to an individual step in the process.  Also address decision tree classifiers as part of the research paper.

Requirements: 

Must have 4 pages double spaced Research Paper excluding Title and Reference page.

Use proper APA formatting. No Plagiarism. Proper Citations.

Prepare a PowerPoint Presentation based on the Research Paper.

Research paper

 

Information security uses administrative, technical (logical), and physical controls to mitigate risks related to organization’s assets.  A policy is an administrative control. 

If no policy exist in the IT department, research shows that employees will default to a defacto policy.  A defacto policy means a policy that is in effect ,but not formally recognize.  To stop this for happening, It is important for students to understand how to take the cloud best practices discussed throughout this course and use them to create a cloud security policy.  Cloud security fundamentals and mechanisms is a huge part of the cloud security policy.  

For this assignment, read the attached article: “Our Journey to the Cloud”.  Use the  SANS email policy template SANS email policy template – Alternative Formats

  to create a policy for the cloud.  Please note, the SANS policy is a template you can use to structure your policy.  If you are having trouble with the links above, these supporting documents can be found in the Cloud Policy Assignment Documents folder.   

UI DEVELOPER

  

1. Explain Angular core concepts (forms, guards, interceptors, routing, component communication, etc.) 

2. Walkthrough the approach implementing common UI components like forms, validations, rest API invocations using Angular framework. 

3. Share your experience with reactive programming (RxJS), observables, subjects, etc. 

4. Summarize your hands-on experience with Bootstrap / CSS experience 

5. Share your experience creating reusable modules/libraries using Angular 

6. Share your experience with advanced CSS concepts like flex layout, bootstrap themes, preprocessors like SCSS, Less etc.
 

7. As a Software Frontend Engineer, you will be a key player of the development team that has complete ownership from cradle to grave for the assigned application suite.  

· Hands-on development in Client-side technologies (JavaScript, TypeScript, Angular, HTML, CSS, Open Source Java, Spring Boot, MySQL) working in a test-driven development environment 

· Partner with the development team to map technical requirements into architecture and technical design tasks, plan releases and deliver on commitments 

· Participate in design and code reviews across the team to establish best practices 

· Inspire and mentor team members  

Create summary tables that address relevant factors related to COVID-19

COVID-19 Open Research Dataset Challenge (CORD-19)

An AI challenge with AI2, CZI, MSR, Georgetown, NIH & The White House

(1) FULL-LENGTH PROJECT

Dataset Description

In response to the COVID-19 pandemic, the White House and a coalition of leading research groups have prepared the COVID-19 Open Research Dataset (CORD-19). CORD-19 is a resource of over 44,000 scholarly articles, including over 29,000 with full text, about COVID-19, SARS-CoV-2, and related coronaviruses. This freely available dataset is provided to the global research community to apply recent advances in natural language processing and other AI techniques to generate new insights in support of the ongoing fight against this infectious disease. There is a growing urgency for these approaches because of the rapid acceleration in new coronavirus literature, making it difficult for the medical research community to keep up.

Call to Action

We are issuing a call to action to the world’s artificial intelligence experts to develop text and data mining tools that can help the medical community develop answers to high priority scientific questions. The CORD-19 dataset represents the most extensive machine-readable coronavirus literature collection available for data mining to date. This allows the worldwide AI research community the opportunity to apply text and data mining approaches to find answers to questions within, and connect insights across, this content in support of the ongoing COVID-19 response efforts worldwide. There is a growing urgency for these approaches because of the rapid increase in coronavirus literature, making it difficult for the medical community to keep up.

A list of our initial key questions can be found under the Tasks section of this dataset. These key scientific questions are drawn from the NASEM’s SCIED (National Academies of Sciences, Engineering, and Medicine’s Standing Committee on Emerging Infectious Diseases and 21st Century Health Threats) research topics and the World Health Organization’s R&D Blueprint for COVID-19.

Many of these questions are suitable for text mining, and we encourage researchers to develop text mining tools to provide insights into these questions.

In this project, you will follow your own interests to create a portfolio worthy single-frame viz or multi-frame data story that will be shared in your presentation. You will use all the skills taught in this course to complete this project step-by-step, with guidance from your instructors along the way. You will first create a project proposal to identify your goals for the project, including the question you wish to answer or explore with data. You will then find data that will provide the information you are seeking. You will then import that data into Tableau and prepare it for analysis. Next, you will create a dashboard that will allow you to explore the data in-depth and identify meaningful insights. You will then give structure to your data story by writing the story arc in narrative form. Finally, you will consult your design checklist to craft the final viz or data story in Tableau. This is your opportunity to show the world what you’re capable of – so think big, and have confidence in your skills!

Kaggle Website:

https://www.kaggle.com/allen-institute-for-ai/CORD-19-research-challenge

Assignment Length (word count): at least 15 pages.

References: At least 10 peer-reviewed, scholarly journal references.

Discussion week 2

Question :Research and analyze the history of the Caesar Cypher and its impact on cryptography.  

(500 words)

  -You must use at least one scholarly resource. 

 -Must be properly APA formatted. 

– References 

-No plagiarism 

250 words minimum.

 Points:

  • Compare and Contrast Web analytic tools (at least two) used to measure metrics
  • Analyze Google Analytics Products 

IISP DISCUSSION-5-dummy

 Read the topics of content in the attached text book and write this assignment how the knowledge from this text book can help you in your workplace if you’re working now or finding employment.

 Improper use of outside sources, including your own prior work, will result in a zero on the activity and a report possibly being filed with Academic Affairs regarding plagiarism (even if self-plagiarism). 

It is a priority that students are provided with strong educational programs and courses that allow them to be servant-leaders in their disciplines and communities, linking research with practice and knowledge with ethical decision-making. This assignment is a written assignment where students will demonstrate how this course research has connected and put into practice within their own career. 

Assignment:
Provide a reflection of at least 500 words (or 2 pages double spaced) of how the knowledge, skills, or theories of this course have been applied, or could be applied, in a practical manner to your current work environment. If you are not currently working, share times when you have or could observe these theories and knowledge could be applied to an employment opportunity in your field of study. 

Requirements:

Provide a 500 word (or 2 pages double spaced) minimum reflection.

Use of proper APA formatting and citations. You should have at least two scholarly sources supporting your write-up.

Share a personal connection that identifies specific knowledge and theories from this course.

Demonstrate a connection to your current work environment. If you are not employed, demonstrate a connection to your desired work environment. 

You should NOT provide an overview of the assignments assigned in the course. The assignment asks that you reflect how the knowledge and skills obtained through meeting course objectives were applied or could be applied in the workplace. 

Improper use of outside sources, including your own prior work, will result in a zero on the activity and a report possibly being filed with Academic Affairs regarding plagiarism (even if self-plagiarism). 

Topics in the course:

  Week-1

Chapter 1, “The Information Systems Strategy Triangle

Dent, A. (2015). Aligning IT and business strategy: an Australian university case study. Journal of Higher Education Policy & Management, 37(5), 519–533. Retrieved from https://doi.org/10.1080/1360080X.2015.1079395

Chapter 2, “Strategic Use of Information Resources” pp. 38-46; 51-54

Zhang, Y. (2016). What Makes Information Strategic? An Examination of Access to Information Resources for Entrepreneurs and Business Performance. ProQuest LLC. Retrieved from http://search.ebscohost.com/login.aspx?direct=true&AuthType=shib&db=eric&AN=ED588420&site=eds-live 

  Week-2

Blockchain: 

· Stoyanovich, M., & Tanz, F. E. (2019). Coming to Grips with Blockchain. Benefits Magazine, 56(5), 20-25. Retrieved from http://search.ebscohost.com/login.aspx?direct=true&AuthType=shib&db=f5h&AN=135900272&site=eds-live

· Waldo, J. (2019). A Hitchhiker’s Guide to the Blockchain Universe. Communications of the ACM, 62(3), 38–42. Retrieved from https://doi.org/10.1145/3303868

· Burns, S. (2019). Blockchain: Hype Vs Reality. Computer Weekly, 21-24. Retrieved from http://search.ebscohost.com/login.aspx?direct=true&AuthType=shib&db=f5h&AN=138564674&site=eds-live

Week-3

  

Chapter 4, “Digital Systems and the Design of Work” pp. 83-98

Harris, W. J. (2018). Technology adoption by global virtual teams: Developing a cohesive approach. SAM Advanced Management Journal, 83(1), 4-21. Retrieved from http://search.ebscohost.com/login.aspx?direct=true&AuthType=shib&db=buh&AN=135806019&site=eds-live

Chapter 5, “Information Systems and Digital Transformation” pp. 109-121

Week-4  

Chapter 6, “Architecture and Infrastructure” pp. 143-150

Singh, M. (2018). Virtualization in Cloud Computing- a Study. 2018 International Conference on Advances in Computing, Communication Control and Networking (ICACCCN), 64. Retrieved from https://doi.org/10.1109/ICACCCN.2018.8748398 

  Week-5

Chapter 7, “Security”

Khelf, R., & G-Z, N. (2018). IPsec/Firewall Security Policy Analysis: A Survey. 2018 International Conference on Signal, Image, Vision and Their Applications (SIVA), 1. Retrieved from https://doi.org/10.1109/SIVA.2018.8660973

  

Chapter 9, “Governance of the Information Systems Organization”

BE D8

 

Discussion:

Explain the impact of private equity firm acquisition of manufacturing and retail firms.  

Should be 250-300 words with references.

Should be in APA format