There are many different approaches in Data Mining. Explain and provide an example of the “Statistical Procedure Based Approach” in Data Mining?

There are many different approaches in Data Mining. Explain and provide an example of the “Statistical Procedure Based Approach” in Data Mining?

You must make at least two substantive responses to your classmates’ posts. Respond to these posts in any of the following ways:

· Build on something your classmate said.

· Explain why and how you see things differently.

· Ask a probing or clarifying question.

· Share an insight from having read your classmates’ postings.

· Offer and support an opinion.

· Validate an idea with your own experience.

· Expand on your classmates’ postings.

· Ask for evidence that supports the post.

Create a metaphor that typifies the type of learning environment that existed within a school that you have attended in the past.

Create a metaphor that typifies the type of learning environment that existed within a school that you have attended in the past. Assess whether your metaphor conveys a negative or positive image of the school.

Propose at least three revisions to the metaphor you created that support a robust learning organization.

see attached files to answer the next two questions

Determine how you would leverage this model in your work environment (or a past or future work environment).

Determine which phase is the most important. Determine three significant challenges to implementing this phase and how those challenges could be overcome. Provide specific examples to support your response.

Explain the components and the use of the Mining Association Rules.

Data Mining Association Analysis: Basic Concepts and Algorithms Assignment

1) Explain the components and the use of the Mining Association Rules.

2) List and Explain the three “Frequent Itemset Generation Strategies”?

3) In Rule Generation, how do you efficiently generate rules from frequent itemsets?

Imagine you are an expert on UK elections and you have been asked by an American news network to comment on and interpret the results of the 2019 British election. What would you say?

Imagine you are an expert on UK elections and you have been asked by an American news network to comment on and interpret the results of the 2019 British election. What would you say? Details are important since you’re being paid lots of money!

Use these links for help.
https://www.bbc.com/news/election/2019/results
https://projects.economist.com/uk-elections/poll-tracker

Provide a description of two examples incorporating English language arts into a math lesson. What challenges do you face when integrating English language arts into a math lesson?

1. Provide a description of two examples incorporating English language arts into a math lesson. What challenges do you face when integrating English language arts into a math lesson? What are the benefits of integrating English language arts into math lesson?

2. How can math teachers integrate STEM (science, technology, engineering, and math) activities into their classroom? Provide two specific examples.

Explain how behavior and emotion can affect the achievement of students with specific learning disabilities.

  1. Although ADA accomplished a great deal on behalf of people with disabilities in the past 2 decades, much remains to be done. Identify and discuss 3 key areas where attention is needed from policy makers, business and the community if we are truly to improve the quality of life for children and adults with disabilities.
  2. Describe two educational and therapeutic interventions proven to help children with Autism Spectrum Disorders. Provide examples
  3. What are some ways that educators and the support team can encourage the integration of students with severe disabilities into the community through functional skills? Explain and provide examples.
  4. What are the differences between using a culturally and linguistically responsive model VERSUS a deficit model? How does each one affects the assessment and interventions of CDL children?
  5. Explain how behavior and emotion can affect the achievement of students with specific learning disabilities. Describe at least 2 strategies for addressing these concerns.
  6. Case Study- ELLA

When Ella was 4 years old, she had a near-drowning incident that resulted in a significant brain injury. Now Ella is a 15-year-old high school student. She enjoys school but often struggles to understand instructions given to her by teachers and has difficulty concentrating for long periods. Ella dreams of becoming an actress and would like to go to acting school, but her parents are apprehensive about her plans since she would have to move on her own to attend school.

  1. What type of disability does Ella demonstrates? Explain the characteristics of this from of disability.
  2. What type of interventions should Ella be receiving in her school?
  3. As a teacher or psychologist, how would you deal with Ella and her parents? What would be your recommendations?

Explain in what ways does the social science lens help articulate a deeper understanding of the social issue(s) that inform your issue/event?

Next, analyze your issue/event through the lens of the natural and applied sciences by exploring the following questions:

  •  1.How does this issue/event provide a social commentary through the natural and applied sciences?
  •  2. In what ways can science help resolve or enhance your issue/event?

Next, analyze your issue/event through the lens of the social sciences, and address the following:

  • 1.How does this issue/event interact with the social sciences lens and impact social issues?
  • 2. In what ways does the social science lens help articulate a deeper understanding of the social issue(s) that inform your issue/event?
  • A. Analyze your issue/event through the lens of the natural and applied sciences for determining its impact on various institutions. Utilize evidence from research to support your analysis.
  • B. Analyze your issue/event through the lens of the social sciences for determining its impact on various institutions. Utilize evidence from research to support your analysis.

Go online and search for information about companies that have been harmed or bankrupted by a disaster. Choose one such company and create a brief case study about it.

Go online and search for information about companies that have been harmed or bankrupted by a disaster. Choose one such company and create a brief case study about it. Successful narratives will focus on the manner in which the organization was impacted, including financial losses, losses of sales, or the need for layoffs.

Create a list of three differential diagnoses and explain why you would include them on your list.

Create a list of three differential diagnoses and explain why you would include them on your list, based on the following information:

Sheila Jones, a 28-year-old female, has been diagnosed with new onset diabetes. She is severely hyperglycemic requiring intubation and aggressive intensive care management. In conjunction with being severely hyperglycemic, she is profoundly dehydrated, hypernatremic, and tachycardic.