ASSIGNMENT

Sub: Intro to data mining

This week we focus on the introductory chapter in which we review data mining and the key components of data mining.  In an essay format answer the following questions:

  1. What is knowledge discovery in databases (KDD)?
  2. review the various motivating challenges.  Select one and note what it is and why it is a challenge.
  3. Note how data mining integrates with the components of statistics and AL, ML, and Pattern Recognition.
  4. Note the difference between predictive and descriptive tasks and the importance of each.

In an APA7 formatted essay answer all questions above.  There should be headings to each of the questions above as well.  Ensure there are at least two-peer reviewed sources to support your work. The paper should be at least two pages of content (this does not include the cover page or reference page).

 
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HOMEWORK

Structure of Paper

The paper must have the following sections:

  • Abstract: brief descriptions      of the goals of the study, the techniques employed, findings, and      recommendations. These must be      brief.
  • Introduction (don’t state      title): background, purpose, and relevance of study
  • Literature review (don’t state      title)
  • Method (Further      discussed on page 2: population, sampling technique (cluster, random,      snowball, convenience), techniques of data collection (survey or      interview), techniques of data analyses (statistical: SPSS, or      qualitative: grounded theory)
  • Results
  • Discussion
  • Limitations and Future research

Content of Final Project

Tasks for the Completion of your Data Collection (These must be completed before you start writing your method, results, discussion, and limitations sections)

· You need three research questions that I have to approve; 

· Submit survey questions that correspond to your approved research questions; Follow the format provided below on page 5. 

· You need at least 30 participants. 

Content for the Discussion of your Method Section

· Population: A brief discussion of the population from which you are selecting your sample.

· Sampling techniques: Detailed description of how you selected your participants.  Do all you can to avoid confusing simple random techniques with convenience sampling.  You will lose points for that.  State the sample size.

· Data collection techniques: Detailed description of how you collected your data.  

· What were the main goals of the study?  Here you discuss your research questions. 

· What techniques did you use to get the data?  Interview, content analyses, or survey?  Here, you might want to state some of the specific survey or interview questions you asked your participants.

· Data analyses techniques: how did you analyze your data?  

· You need to discuss the SPSS and the kinds of tests you run if you conducted quantitative methods.

· if you completed interviews or content analyses from news reports and documents, state that you will be using the grounded theory approach and focus on identifying specific themes and patterns from interviews.  You must state specifically that you digitally recorded the interviews and transcribed them word for word.

How to Integrate your Data into the Results Section

· Organize your results section into sub-sections using your research questions

· For each of the subsections, you need to provide simple descriptive statistical analyses: frequency distributions; measures of central tendencies (Averages: mean, mode, median), and cross-tabulations. Use percentages to describe your table of contents, provide table headers, and be sure to state the questions somewhere in your description of the table content.

· The following are the specific steps

o Run frequencies, measures of central tendencies (mean, mode, median), and crosstabs.

o Generate as many tables, graphs, and charts as possible, and use most of them. 

o Take your time to describe in detail, the contents of each of your tables and charts.  This will help you utilize the important data that you have. 

o Number the tables, and provide your descriptions before or after the tables. In other words, I want you to have your tables in the paper itself, and before or after each one of them, you give the necessary descriptions.  You may label them as Table I, Table II, Table III etc.

o Based on your research questions and the themes that you developed from your literature review, come up with subsections of the analyses and use the same strategy to provide titles for the tables.  In other words, you are to use your variables to develop subsections and titles for the tables, charts, and graphs. 

Content for the Discussion Section

Once you complete the Results section, you move on to the Discussion section.  This section requires that you locate your findings in the literature and discuss your findings.  By locating your findings in the literature, you will have to compare and contrast your findings with what you observed under the literature and evaluate your findings as to whether you sufficiently addressed your research questions.

Limitations and Future Research

· Discuss the technical and scholarly difficulties encountered during this study

· What recommendations do you have for future researchers including yourself

1.  

Format for the submission of your survey for approval:

1: Research question A

· Survey or interview question 1 

· List all survey responses (response categories) that participants will choose from (you don’t need to provide responses if conducting interviews. Interview questions have to be open ended)

· Survey or interview question 2

· List all survey responses (response categories) (response categories) that participants will choose from

· Survey or interview question 3

· List all survey responses (response categories)that participants will choose from.

· Survey or interview question 4

· List all survey responses (response categories) that participants will choose from.

· Repeat the above until you exhaust your questions

2: Research question B

· Survey or interview question 1

· List all survey responses (response categories) that participants will choose from.

· Survey or interview question 2

· List all survey responses (response categories) that participants will choose from

· Survey or interview question 3

· List all survey responses (response categories) that participants will choose from.

· Survey or interview question 4

· List all survey responses (response categories) that participants will choose from.

· Repeat the above until you exhaust your questions

3:  Research question C

· Survey or interview question 1

· List all survey responses (response categories) that participants will choose from.

· Survey or interview question 2

· List all survey responses (response categories) that participants will choose from

· Survey or interview question 3

· List all survey responses (response categories) that participants will choose from.

· Survey or interview question 4

· List all survey responses (response categories) that participants will choose from.

· Repeat the above until you exhaust your questions

 
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Data Analytics Tool Assignment

Data Analytics Tool Assignment

 

post the particular data analytics tool that you use for the midterm project. Provide the benefits and limitations of the tool.

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Please include the Data Analytic Vendor Name and URL. It will also be helpful to list the pricing and trial options.

Data Analytics Tool Assignment 

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HOMEWORK

We are often asked to submit portfolios at work and in our professional lives, even when they aren’t called portfolios. For example, when I’m applying for a job, I may be asked for a cover letter, resume, and other supporting documentation. When I’m up for a promotion, I may be asked for a letter of self-evaluation, samples of my best work, and a letter of recommendation. If I am meeting with a client, I may have a binder of examples of my best work to convince them to hire me or to help them articulate what they want.  

For this project, you will practice submitting a portfolio and you will reflect on your best work this semester so far.  

Step 1: 

Pick two examples of correspondence from the following list that you believe are your best work or that you are proudest of: 

  • Email: Direct and Indirect Organization Pattern 
  • Letter: Writing a Claim Letter
  • Memo: Culture’s Impact on Communication
  • Project 2: Ethics Email

Make sure to revise these assignments as necessary. Often, even when we choose our best work, we make it even better before including it in a portfolio, based on what we learned since we wrote/created that work. You want these chosen documents to be perfect or nearly perfect in every way. 

Note: Typically, a portfolio would have more than 2 items, but I am lightening the load, due to the short semester. 

Step 2: 

Write a letter of transmittal/letter of reflection. Typically, when we turn in artifacts of our work, we are asked to write a letter to accompany those artifacts: this letter sets the stage for the artifacts and explains them. This is basically what cover letters (which accompany our resume) or personal statements (which accompany school applications) do, too.

You’ll want to write the letter as a letter, with appropriate formatting. Address that letter to me, your instructor, and make sure it’s at least 400 words long. You will write your letter in paragraph form (do not submit one long paragraph, nor a series of bullet points).

Here are the questions that your letter should answer (although you may address then in any order that makes sense to you): 

  • What items did you decide to include in your portfolio and why? Was it a tough choice or was it easy to choose which items to include in your story-telling trio? If making selections was hard, explain why. If making selections was easy, explain why.
  • You’ve already submitted this work in some version earlier in the semester. The  portfolio is comprised of final versions. What specifically did you change and why? If you didn’t change something, why not?
  • What concepts from the semester so far are captured in these assignments? What elements of your own personality or strengths as a writer are captured in these assignments? 
  • If the portfolio doesn’t fully capture what you learned this semester so far, what ideas and concepts are not reflected here? 
  • Which parts of your portfolio submission make you feel the most proud? Think of some part (or parts) that you worked especially hard on or which feels particularly inspired. Be as specific as you can be. You don’t want my eye to slide past your best bits. Tell me about them.

Do not rush. Look over the work that you will hand in to me. Take some time to think before you begin writing. Your answers matter to me – tell me what happened.

Step 3: 

Place your reflective letter (as page 1) in a document. Then, include your two artifacts, making sure the artifacts appear in the portfolio in the same order they are discussed in your reflective letter. Make sure the formatting of all documents is appropriate and correct (you may have to play with the formatting to make sure all documents look correct). Then save the document to PDF and submit the PDF for a grade (note: in professional communication, whenever formatting is important, saving the document as a PDF helps ensure that the formatting doesn’t change when the recipient opens the document). 

Here’s how you’ll be graded: 

  • Does the reflective letter answer all the guiding questions and does the student reflect thoughtfully on what this experience has taught them? (30%)
  • Does the student provide detailed examples where appropriate, in order to support major claims in the reflective letter? (20%)
  • Does student follow appropriate letter formatting, including a salutation, signature, and paragraph formatting, in the reflective letter? (10%)
  • Do the artifacts included in the portfolio support the claims made in the reflective letter? (20%)
  • Do the artifacts included in the submission appear to be well written and generally error free (especially in terms of formatting and organization)? Is there evidence of revision by the writer? (15%)
  • Are all elements of the portfolio generally well written and free of grammatical errors? (5%)
 
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HOMEWORK

  • Review the Resources and examine the Clark Healthy Workplace Inventory, found on page 20 of Clark (2015).
  • Review the Work Environment Assessment Template.
  • Reflect on the output of your Discussion post regarding your evaluation of workplace civility and the feedback received from colleagues.
  • Select and review one or more of the following articles found in the Resources:
    • Clark, Olender, Cardoni, and Kenski (2011)
    • Clark (2018)
    • Clark (2015)
    • Griffin and Clark (2014)

The Assignment (3-6 pages total):

Part 1: Work Environment Assessment (1-2 pages)

  • Review the Work Environment Assessment Template you completed for this Module’s Discussion.
  • Describe the results of the Work Environment Assessment you completed on your workplace.
  • Identify two things that surprised you about the results and one idea you believed prior to conducting the Assessment that was confirmed.
  • Explain what the results of the Assessment suggest about the health and civility of your workplace.

Part 2: Reviewing the Literature (1-2 pages)

  • Briefly describe the theory or concept presented in the article(s) you selected.
  • Explain how the theory or concept presented in the article(s) relates to the results of your Work Environment Assessment.
  • Explain how your organization could apply the theory highlighted in your selected article(s) to improve organizational health and/or create stronger work teams. Be specific and provide examples.

Part 3: Evidence-Based Strategies to Create High-Performance Interprofessional Teams (1–2 pages)

  • Recommend at least two strategies, supported in the literature, that can be implemented to address any shortcomings revealed in your Work Environment Assessment.
  • Recommend at least two strategies that can be implemented to bolster successful practices revealed in your Work Environment Assessment.
 
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The Harlem Renaissance Paper

The Harlem Renaissance Paper

1.Choose a writer; indicate his/her contribution to the Harlem Renaissance.2.Identify a theme associated with that writer.  You may choose from those listed below or finda theme on your own.3.Provide a poem, fictional piece, or non-fiction piece (or excerpt) by your author. Choose a work not discussed in class. 4.Formulate a thesis statement about your author’s presentation of the theme.5.Establish at least three main points to develop your discussion of the author’s effective presentation of the theme.6.Use at least six illustrative quotes to support your discussion.

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 WRITERS:Claude McKayGwendolyn BennettArnaBontempsSterling A. BrownCounteeCullenW. E. B. Du BoisRalph Waldo EllisonJessie Redmon FausetRudolph FisherLangston HughesZora Neale HurstonCharles S. JohnsonGeorgia Douglas JohnsonJames Weldon JohnsonNella LarsenAlain LeRoy LockeClaude McKayRichard Bruce NugentJoel Augustus RogersGeorge S. SchuylerWallace ThurmanJean ToomerCarl Van VechtenDorothy Wes

SOME COMMON THEMES:•pride in African ancestry•influence of the experience of slavery  •emerging African-American folk traditions on black identity •the effects of institutional racism •the dilemmas inherent in performing and writing for elite white audiences•the question of how to convey the experience of modern black life in the urban North . The Harlem Renaissance Paper.

 

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HOMEWORK

Instructions – PLEASE READ THEM CAREFULLY

  • The Assignment must be submitted on Blackboard (WORD format only) via allocated folder.
  • Assignments submitted through email will not be accepted.
  • Students are advised to make their work clear and well presented, marks may be reduced for poor presentation. This includes filling your information on the cover page.
  • Students must mention question number clearly in their answer.
  • Late submission will NOT be accepted.
  • Avoid plagiarism, the work should be in your own words, copying from students or other resources without proper referencing will result in ZERO marks. No exceptions.
  • All answered must be typed using Times New Roman (size 12, double-spaced) font. No pictures containing text will be accepted and will be considered plagiarism).
  • Submissions without this cover page will NOT be accepted.

Question(s):                                                                 (Marks: 7)

Source: Research article:

Ishtiaq Ahmad Bajwa, 2019 vol:23 issue:5, Assessment of credit risk management of Saudi banks.

Go through the attached research paper and answer the following questions. (Answer should be approximately in 1200 words.)

  1. Discuss Exposure of Saudi banks to credit risk (1.5 marks)
  2. As per the article do you think that Saudi banks capital adequacy is sufficient to meet the Basel III requirement? Discuss your points (1.5 marks)
  3. The researchers of the paper have applied financial ratio analysis to analyze 12 Saudi banks. Suggest the researchers any other approach/method to measure credit risk and discuss why this method should be used? (2 marks)
  4. In the light of present COVID pandemic, which has liquidity impact on Saudi economy, discuss on the basis of your understanding of Saudi financial system, strength and weakness of Saudi banks to fight the upcoming challenges. (2 marks)
 
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HOMEWORK

Will need minimum of 1 to 1 and 1/2 full content pages, plus title, and reference page APA Style, double spaced, times new romans, font 12, and and 3 references with intext citations. References within 3 years (2016-2018). 

Location: XYZ Family Practice

You are an NP student in this practice. Your next patient is the following:

“I had to come in today because I have been coughing for a long time”

Amanda Smith (69 year old, black female) is a retired postal worker. During the visit, she is coughing continually. She states the cough started 5 days ago intermittently but 2 days ago it became constant. Her chart indicates that she has been a patient of the practice for 5 years, gets care regularly and her HTN has been controlled for 4 years.

Social History

Married – 2 adult children A & W

Non-Smoker now. Smoke 1 pack a day for 15 years. Quit x5 years ago

No alcohol or drug use

Baptist, attends church regularly and is a member of the choir

Family History

Mother – Deceased at age 27 from traumatic accident

Father – Deceased age 78 related to renal failure secondary to diabetes type II

Siblings – one brother age 61 A & W

Medical/Surgical/Health Maintenance Hx

Measles, mumps and chicken pox as a child.

Tetanus/Diptheria/Pertussis – Last dose 2 years ago

Influenza – Last dose 9 months ago

Pneumococcal vaccine at age 65

Zostivax at age 60

Chronic diagnoses – HTN x 5 years

Takes HCTZ 25 mg daily

ROS

General

Usual weight has been maintained

Fever for 5 days up to 101

Skin

Dry skin, uses emollient frequently

HEENT

Wears reading glasses

Dentition fair. Partial upper denture

Neck

No swelling or stiffness

Chest

Substernal pain on cough

Respiratory

Began coughing 4 days ago. Started mild, intermittent and non-productive. Two days ago became constant and productive of frothy sputum. Keeps her awake at night. No relief with OTC cough syrup. She states she is short of breath today.

CV

No CP at rest or when not coughing

PV

Some swelling of feet and ankles at end of day, relieved by elevating feet

GI

Decreased appetite for one week

No change in bowel habits

GU

No frequency, hesitancy, nocturia or change in bladder habits

Genitalia

No changes

MS
Stiffness in hands and legs on awakening. Relieved with activity

Psych

No depression, anxiety, or memory change

Neurologic

No numbness, weakness, headache, change in mentation, or paralysis

Hematologic

No past anemia

Endocrine

No change in weight, thirst, heat/cold intolerance.

Your physical exam reveals:

Temp 101.4, Resp 30 labored, no retractions, BP 135/92, HR 110, Pulse Ox 90 Wt 130 lbs

General appearance – Alert in all spheres, in mild respiratory distress, able to answer questions with short sentences, tripod breathing

HEENT –

Eyes ,ear, nose, head wnl

Mouth -mucosa dry

Pharynx – tonsils present not enlarged, normal pink color

Lymph – no enlargement

Skin – Dry and scaly legs and arms. Tenting of skin noted

Heart- regular rhythm at 110 bpm, no murmurs or extra sounds

Lungs – normal breath sound without crackles, bronchophony or egophony

Abdomen – no mass, tenderness, rigidity

Extremities – Hands – no swelling, Feet/legs – +1 edema feet to ankle level

Pedal pulses – wnl

Differential diagnoses:

  • CAP
  • Acute bronchitis
  • Congestive heart failure
  • Influenza

Plan – transfer to acute care setting for further work-up 

Assignment Details:

The “Elevator Consult” 

In this activity, you will practice giving a synopsis of your patient to your preceptor. In practice, you may often give this type of report if you are sending a patient for a consultation and your phone the specialist to discuss the patient. This report should be concise and clear. The receiver should, within one minute (slightly less for simple cases, slightly more for complex cases) have a picture of the patient in his/her head. You will report on ONLY items pertaining to the acute problem in this case. Do not include extraneous material or material not directly impacting the decision-making regarding this problem. Remember, this is a FOCUSED visit and assessment to evaluate a focused concern. The history and physical exam applies techniques relevant to the specific complaint for the patient at that visit. Your report should be similarly focused, providing only information that relates specifically to the presenting problem. 

Please review the grading rubric under Course Resources in the Grading Rubric section.

 
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Powerpoint Presentation Question

Powerpoint Presentation Question

Instructions

Personal Leadership Training Plan: ExperienceIn Units II, IV, and V, you contributed to the Personal Leadership Training Plan and focused on attributes, knowledge, and skills. In this unit, you will add experience to your plan.Within your presentation, respond to the following points:

  • Explain the type of experiences you have had that will make you a strong leader.
  • Explain and evaluate your experience with organizational change. (This can be from your employer, club, church group, or family unit.) How did you facilitate the change, and was it successful?
  • How can you use Kotter’s 8-Step Process for organizational change during your future career?

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  • Add notes for the slides

Your completed PowerPoint presentation must be a minimum of 10 slides in length, not counting the title and reference slides. Additionally, a minimum of three peer-reviewed or academic resources must be used. Keep the text on the slides concise, and use the notes section to fully explain your ideas. All sources used must be cited and referenced according to APA style.

Powerpoint Presentation Question 

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HOMEWORK

Paper 1 maps to the following SOCY 100   learning outcome (course objective):

apply the sociological imagination,   theoretical perspectives, and scientific research to uncover patterns of   social behavior.
  explain how society is patterned and organized by social structures and   institutions.
  describe the process of social change and its impact on the individual and society.
  Paper 1 Requirements:

A definition of deviant behavior often depends upon historical circumstances. What was considered deviant a   generation or two ago may not be considered deviant at all today. This assignment is an examination of our historical definitions of deviant behavior.

Thoroughly discuss one example of behavior that was considered deviant more than 10 years ago, but today is considered conventional or normal. Why is this behavior now considered normal? Using the sociological concepts and theories from the course readings, and your own research, explain what changes in society have led to the acceptance of this once deviant behavior.

Next, thoroughly discuss one example of a   behavior that was considered acceptable more than 10 years ago, but today is considered deviant. Why is this behavior now considered deviant? Using the sociological concepts and theories from the course readings, and your own research, explain what changes in society have led to the rejection of this once acceptable behavior.

Conclude your paper with a prediction:   what is one well-known deviant behavior exhibited today that may be considered acceptable in the future? Explain in detail why you think this behavior will be considered acceptable in the future. What is one well-known acceptable behavior exhibited today that may be considered deviant in the future? Explain in detail why you think this behavior will be considered deviant in the future.

Notes:

Select appropriate source material.   Locate a minimum of four academic sources (peer-reviewed articles) written within the last ten years.
  Follow APA   Style: https://sites.umgc.edu/library/libhow/apa_examples.cfm
  Read the rubric as guidelines for the paper.
  Recommended length: 3 – 4 pages not including the title and reference page,   letter size: 12, and double-spaced. 

 
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