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    “Exploring Data Mining Methods for Numeric Prediction and Time Series Analysis in Various Application Domains”

    1. Objective 
    The objective of this assignment is to conduct preliminary research on data mining methods used in various application domains. The survey is intended to assist you in establishing a suitable framework (application area, tools, algorithms) on which your mining project will be based. 
    To achieve this objective, you need to follow the steps below: 
    1. Select a topic based on the application domain listed in Section 2 topics or you can come up with your own topic but need to confirm it with the teaching team. 
    2. Read and analyse recent peer-reviewed papers (minimum of 6 articles) on your specific topic. 
    3. From your research identify at least two themes and discuss these themes by comparing them to the various papers in your research. Some examples of themes are listed below: • Approaches/algorithms to solve the problem 
    • Scientific results from experimentation 
    • Perspectives on an issue 
    • Advantages/disadvantages 
    4. Express your own opinions, e.g., new ideas, proposed approaches/models, how to extend the existing work, etc. Your opinions about machine learning and data mining related issues should be presented. 
    5. Write the report using LaTex / Word. Minimum 4 pages (including references) and no more than 6 pages in 2 columnsIEEE proceedings format 
    2. Topics 
    You can pick one of the following topics or come up with a topic of your interest. 
    • Healthcare 
    • Banking and Finance 
    • Retail, Customer Relationship Management, Product Recommendation 
    • Computer Vision 
    • Fraud Analysis 
    3. Layout for Research Report 
    The research report must include: 
    • Title 
    • Abstract 
    • Introduction 
    • Background/motivation 
    • Comparison of related work (from peer-reviewed sources) 
    • Your opinion – new ideas, proposed approaches/models, how to extend the existing work 
    • Conclusion and future issues 
    • References 
    4. Methods
    ANN, Method, Methods for Numeric Prediction and Time Series Analysis

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    Title: Close Reading and Philosophical Argument: Analyzing Rawls’ Theory of Justice

    ARGUMENT PROMPT 
    First, I want you to gain an appreciation of what it takes to do a close, careful reading of a somewhat technical philosophical text. Most of the work that you do to write this paper, you should be doing when you read each text for this class. 
    Secondly, I want you to start the process of learning to write in the style of a philosophical argument. As such, your task is to explain the author’s reasoning, NOT to summarize the text (so, e.g., you should avoid phrases like, “next, Rawls says…”). Since you will not be providing a novel thesis of your own, the thesis of your paper should be something like “X argues that Y.” You want to be as clear about your thesis as possible; I recommend having your thesis as the last sentence of your introduction, and begin with something like, ‘I will argue that…’ (It is OK to use the first person!) The body of your paper ought to justify this thesis by showing how the author defends it, using their reasoning.
    This is an academic paper. You should avoid excessively casual language, irrelevant facts (including biographical information about the author), and MUST cite appropriately. You are free to use any standard citation style you’re comfortable with (MLA, APA, Chicago, etc.), but you have to consistently use a real citation style. This means that you should cite every claim that is not your own, and include a ‘works cited’ page at the end (if there is room, please save paper by putting it at the bottom of the last page). If you do not know how to cite properly, or build a proper works cited, please ask me or use one of the many resources on campus designed to help students with their writing. Note: Electronic ‘works cited’ creators DO NOT WORK. Build your own works cited page!
    Since the goal is to get you reading the text closely and carefully, you should NOT be using any secondary sources (e.g. articles about the author, or Google, or Cliff’s Notes, or Wikipedia, or ChatGPT, or Grammarly) for this assignment, even to help you understand the text better. You certainly should not be taking ideas directly from these sources. If you do it with a proper citation, you will be docked points for failing to complete the assignment as directed; if you do not include a proper citation, I am VERY likely to find out, in which case you will automatically fail and the case will be turned over to the Office of the Provost as a violation of the university’s academic integrity policy.
    Papers should be submitted on Blackboard (upload a .pdf or .docx document; don’t just copy and paste the text of your paper), and you should turn in a hard copy on the day the paper is due.
    Refer to my philosophy paper writing guide on Blackboard for more general information about how to write a philosophy paper and to the grading rubric (also on Blackboard) for information about how I grade various elements of your paper. The elements from the rubric will be weighted thusly:
    Please use the attached below to complete this assignment and cite it whenever you refer to this reading. 

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    “A Rural Emergency: The Case of Marty’s Combine Accident”

    Case Study
    Chapter 27 –Rural, Migrant, and Urban
    Communities
    Marty, a 75-year-old male, with a history of myocardial
    infarction called home complaining of heartburn and
    running out of antacids. When his daughter-in-law
    reminded him to maintain his rest and diet times, Marty
    grew angry. “Knock it off. I am doing fine despite what
    the doctor said. I will care for the diabetes after the
    harvest and I will come home as soon as I can.”
    Driving his combine formation with other workers for a
    night harvest, Marty paused at 9:45 PM for a break
    while the rest of the combine formation continued
    moving forward. Marty’s 6-year-old grandson rode in the
    combine with him to experience his first night harvest.
    No further communication was received from Marty’s
    combine.
    The boy’s mother called again at 10:00 PM with no
    answer. Used to “farm time” and dead space for the cell
    phones, she was not overly worried but was concerned
    about her son being out so late at night. The mother
    called her spouse who drove another combine in a
    different field to find out why the boy was not yet home.
    The father dispatched a truck to find Marty while the
    combines continued harvesting and gleaning.
    The truck driver found the missing combine on its side
    in a gully with the lights shining upward. A satellite
    phone was used to notify the Northern Air Ambulance
    NUR4636
    and the local 911 of GPS coordinates. The volunteer
    flight and paramedic teams were dispatched. The
    Italian-made Agusta Power-109 helicopter used
    instruments to fly over two counties of hilly terrain. The
    single pilot employed night vision goggles to study the
    instrument panel and the radio to keep the pilot
    informed of ground rescue operations and hospital
    preparations. The flight nurses double checked the
    laryngoscopes, blood supplies, and jump kits while
    maintaining contact with the first scene arrivals.
    When the paramedic vehicle arrived, an employee truck
    was seen driving away from the combine. Marty was
    unconscious with a weak, irregular pulse of 100,
    BP of 65/48, and respirations of 26. A bruise over the
    right mastoid is noticed. The grandson is conscious and
    crying, splinted for a broken leg. His pulse is 120, BP
    138/118, and respirations of 24. Purple circles are seen
    around his eyes. The 6-year-old complains of a
    headache and calls for his mother.
    1. How will the nurse gather needed information to
    effect a successful rescue?
    2. What travel and emergency transport resources
    are available?
    3. What rural barriers to diagnosis, treatment, and
    follow-up resources exist?
    4. What roles do rural nursing theory principles play
    in Marty’s health behaviors?
    5. The nearest critical access hospital does not
    have a trauma level due to the lack of a 24-hour
    staff with trauma training. What types of trauma
    support do patient needs indicate?

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    Title: “Promoting Mental Health Awareness: A Rationale for the Poster Campaign” Introduction Mental health is a crucial aspect of overall well-being, yet it is often overlooked and stigmatized in our society. According to the World

    Make sure your are using APA 7th edition references and in-text citations. You have to write a rationalessay for the poster campaign. The poster is attached below. 
    Could you please add 15 references/ 1000 words. ?

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    Title: Understanding Assessment and Eligibility: A Guide for Teachers and Families Introduction Assessment is an essential part of the special education process. It helps identify a student’s strengths, needs, and areas for growth. The information gathered from assessments

    Assessment Description
    IDEA requires IEP teams to notify parents of their rights and procedural safeguards when informing them about the need to assess their child, either to determine eligibility or to re-evaluate to show growth. IEP teams must describe the purpose of assessments and describe the assessments that will be used when securing permission from parents to evaluate their child. Providing informational brochures can help parents understand assessment and document the team’s attempts to inform parents and involve them in the decision-making process.
    In 500-750 words, design a brochure for general education teachers and families detailing the following about assessment and eligibility:
    The process of reviewing existing data to determine the need to conduct further assessments.
    Different assessment methods, their purpose, and how the data will be used to make educational decisions related to eligibility or intervention to include:
    Norm-referenced, standardized testing
    Language sampling
    Dynamic assessment and criterion-referenced assessment
    Intelligence testing
    The rights and responsibilities of students with disabilities, their families, and teachers related to eligibility assessment.
    Support your brochure with appropriate images and diagrams.
    Support your work with 2-3 resources.

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    “Exploring the Complexity of Collective Political Violence: Perspectives from Leading Authors”

    Assignment that was completed and attached. 
    Choose one of the course’s leading questions: What is collective political violence? How does it change over time? What are the sources/causes of collective political violence? 
    -Use the authors (attached below)
    -How would the authors answer this question?
    -Bring the authors in dialogue with each other
    -Position yourself 
    – cite them 
    -insert quotations 
    REWRITE 
    1. I need you to revisit the quotes that is mentioned and make sure they are correct so I can go back to that same page and find them 
    2. I need you to improve the flow of the text and improve the ANALYSES FORMAT 
    3. IT NEEDS TO BE 1000 WORDS not more. 
    4. make sure we are answering the prompt 
    5. make the argument stronger 

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    Week 1 SQL Check: Mythical Creatures I

    Instructions…….
    Please take the time to read the attached ‘Clarification’ document which explains the difference between Weeks 1,2,5 SQL Check Assignments (grading and feedback) vs Week 6-8 SQL assignments.
    This assignment is composed of two deliverables, a Word document (fill in the attached template) and an SQL Check online quiz to verify your answers. The directions for both deliverables are in the attached document.
    The first deliverable guides you to produce a Word document with SQL code and screenshots of execution. You will attach that here.
    The second deliverable, Week 1 SQL Check Mythical Creatures I, is verification of your SQL results using our automatically graded online quiz.You may take the Week 1 SQL Check three times and your highest score will be posted to the Grades area. You are given multiple attempts so you can rework the SQL on the questions you miss. Do NOT attempt the quiz again without spending some time with your SQL queries; this is central to the learning process.
    In order to earn full credit, you MUST do them both! Note if the first deliverable, the submitted Word document is incomplete, your posted grade for the Week 1 SQL Check will be modified. You should consider that a complete Word document, with SQL queries and screenshots is 50% of your grade on this assignment.
    In this Week 1 assignment, we introduce you to a single-table database. It requires you to
    download and run an SQL script to set the database up on your work area
    write and execute several SQL queries to demonstrate mastery
    Attached to this assignment is the Word document containing your instructions, plus a script (“MythicalCreatures.sql”) containing instructions your computer will need to create the database so you can do this week’s assignment.
    In other tutorials this week, you use the Khan Academy website to work through tutorials, create databases and queries and test code. In this assignment and in other assignments in the course, we’ll be using a different website called SQLiteonline.com.
    Instructions for how to access SQLiteonline.com, create a database, run queries and check output of the queries are found in the attached file Setting_Up_SQLiteonline_com.docx. Those instructions will provide information on how to take snippets of your output to cut and paste into Word for submission.
    If you have questions, ASK.
    DUE ON MAY 21, 2024 11:59 PM
    ATTACHMENTS
    MythicalCreatures.sql (19.44 KB)
    Setting_Up_SQLiteonline_com_v2.docx (466.81 KB)
    Assignment Mythical Creatures I for students.22… (55.63 KB)
    Clarification_SQL_checks_Weeks1_2_5_vs_SQL_Week… (14.32 KB)
    Download All Files

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    Title: Exploring Health Issues in a Different State

    Students will discuss state level health issues.  
    Objectives:
    Explore the tools that yield scientific and evidence-based data for the planning and implementation of a public health program.
    Instructions:
    Step 1:  Respond to the following:
    Choose a state other than your own home state. Research data related to two health issues in that state, and provide a description of the two health issues based on the data found. Identify the data sources used. (Hint: One data source might be the census bureau.)

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    Title: Understanding the Differences between Phonological Awareness, Phonemic Awareness, and Phonics Phonological Awareness, Phonemic Awareness, and Phonics are three key components of early literacy instruction. While they may sound similar, each of these areas

    Observe the Video:  Phonological Awareness, Phonemic Awareness, and Phonics.
    The video will assist you in getting a crystal clear picture as to the differences between the P. A. and Phonics.
    Compose a one-page single spaced document explaining each of the three areas.  Provide examples for phonological awareness, phonemic awareness and phonics.

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    – Custom Essays: Receive personalized, well-researched essays crafted to meet your specific requirements.
    – Research Papers: Get comprehensive and detailed research papers that showcase your knowledge and analytical skills.
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    Title: Exploring NINR’s Research Framework: Implications for Evidence-Based Practice in Healthcare Settings I agree with the research lenses presented in NINR’s Research Framework as they provide a comprehensive and holistic approach to understanding and addressing complex health

    Go to this link: https://www.ninr.nih.gov/aboutninr/ninr-mission-and-strategic-plan/research-framework
    Review the Scientific Strategy: NINR’s Research Framework, then answer the following questions:
    Do you agree with the research lenses? Are there any research lenses you would eliminate or recommend? Describe how these research lenses can be translated into evidence-based practice in your work environment.