+1 (951) 902-6107 info@platinumressays.com

week 5 (Discussion)

After completing the reading this week, we reflect on a few key concepts this week:

  1. Discuss and identify leader traits and attributes that are most beneficial in implementing the best decisions in an organization. 
  2. Explain the differences in charismatic and transformational leadership and how both leadership styles impact organizational effectiveness.  Please note how these leadership styles affect implementing new innovative technologies.
  3. Review table 8.1 in the reading this week, note the work characteristics and the traditional versus high-performance focus, note which focus is best for strategic decisions and which is best for operational decisions.  Please explain.

Please be sure to answer all the questions above in the initial post.Please ensure the initial post and two response posts are substantive.  Substantive posts will do at least TWO of the following:

  • Ask an interesting, thoughtful question pertaining to the topic
  • Expand on the topic, by adding additional thoughtful information
  • Answer a question posted by another student in detail
  • Share an applicable personal experience
  • Provide an outside source
  • Make an argument

At least one scholarly (peer-reviewed) resource should be used in the initial discussion thread.  Please ensure to use information from your readings and other sources from the UC Library.  Use APA references and in-text citations.Please be sure to engage by Tuesday at 11:59pm ET and then engage on two more days throughout the week (for a total of three days of engagement, before Sunday at 11:59pm, ET.

    Disussion (Business intelligence)

    Create a discussion thread (with your name) and answer the following question:

    Discussion (Chapter 5): What is the relationship between Naïve Bayes and Bayesian networks? What is the process of developing a Bayesian networks model?
    Note: The first post should be made by Tuesday 11:59 p.m., EST. I am looking for active engagement in the discussion.  Please engage early and often.
    Your response should be 250-300 words.  Respond to two postings provided by your classmates.
    There must be at least one APA formatted reference (and APA in-text citation) to support the thoughts in the post.  Do not use direct quotes, rather rephrase the author's words and continue to use in-text citations.

    CHAPTER 5 is Chapter 5 Machine-Learning Techniques for Predictive Analytics

      Geographical Dispersed (assingment)O

      This week’s journal articles focus on empowering leadership and effective collaboration in geographically dispersed teams, please answer the following questions:

      1. How do geographically dispersed teams collaborate effectively?
      2. Please find at least three tools on the market that teams can use to collaborate on a geographically dispersed team.  Please note the pros and cons of each tool. 
      3. Based on the research above, note which tool you would select if you were managing the geographically dispersed team and why.

      Be sure to use the UC Library for scholarly research. Google Scholar is also a great source for research.  Please be sure that journal articles are peer-reviewed and are published within the last five years.The paper should meet the following requirements:

      • 4-5 pages in length (not including title page or references)
      • APA guidelines must be followed.  The paper must include a cover page, an introduction, a body with fully developed content, and a conclusion.
      • A minimum of five peer-reviewed journal articles.

      The writing should be clear and concise.  Headings should be used to transition thoughts.  Don’t forget that the grade also includes the quality of writing.

        assingment (week 5)

        Week 5 Assignment

        Complete the following assignment in one MS Word document:
        Chapter 5 –discussion questions #1 through 4 & exercise 6 & internet exercise #7 (go to  neuroshell.com click on the examples and look at the current examples listed, the Gee Whiz example is no longer on the page).

        When submitting work, be sure to include an APA cover page and include at least two APA formatted references (and APA in-text citations) to support the work this week.
        All work must be original (not copied from any source).

        Questions for Discussion

        1.What is an artificial neural network and for what types of problems can it be used?

        Exercises

        4.The purpose of this exercise is to develop models to predict the type of forest cover using a number of cartographic measures. The given data set (see Online Supplements) includes four wilderness areas found in the Roosevelt National Forest of northern Colorado. A total of 12 cartographic measures were utilized as independent variables; seven major forest cover types were used as dependent variables.

        This is an excellent example for a multi-class classification problem. The data set is rather large (with 581,012 unique instances) and feature rich. As you will see, the data are also raw and skewed (unbalanced for different cover types). As a model builder, you are to make necessary decisions to preprocess the data and build the best possible predictor. Use your favorite tool to build the models for neural networks, SVM, and nearest neighbor algorithms, and document the details of your results and experiences in a written report. Use screenshots within your report to illustrate important and interesting findings. You are expected to discuss and justify any decision that you make along the way.

        6.Go to Google Scholar (scholar.google.com). Conduct a search to find two papers written in the last five years that compare and contrast multiple machine-learning methods for a given problem domain. Observe commonalities and differences among their findings and prepare a report to summarize your understanding.

        Internet Exercise

        7.Go to neuroshell.com. Look at Gee Whiz examples. Comment on the feasibility of achieving the results claimed by the developers of this neural network model.

        SUBJECT

        BUSINESS INTELLIGENCE

        BOOK

        Analytics, Data Science, & Artificial Intelligence

        Dursun Delen

        CHAPTER 5 Machine-Learning Techniques for Predictive Analytics

        LANs and WANs

        You have learned about Local Area Networks (LANs) and Wider Area Networks (WANs). Both are types of computer networking but with major differences.

        • Analyze and discuss the differences between LANs and WANs in terms of implementation technology, economics, and need for optimization.

        Respond with 250-300 words

          TELCOMMUNICATION NETWORK

          DISCUSSION: minimum of 175 words:

          What is the role of telecommunications in the health care information technology industry? How are telecommunication networks used in health care organizations where you currently are or have previously been employed? What roles do telecommunications systems have in maintaining the security of health care information technology?

          RESPONSES: minimum of 175 words

           1)Starla Mcfarland

          Telecommunications in healthcare enable the secure and efficient exchange of information between providers, patients, and others. Telemedicine and telehealth play a massive role in delivering health services, and COVID contributed to the surge in the use of telemedicine. Patients can also access prescriptions and consultations—electronic health records designed to support health information exchange. Many providers use teleconferencing for patient healthcare coordination. Mobile health is an enormous contribution as well. Patients can access healthcare on a mobile device, like getting healthcare everywhere. My healthcare organization uses electronic health records to access, update, and share secure EHR. The organization also uses telemedicine (Telecommunication networks), which enables telemedicine delivery to patients—secure Messaging through My Chart, a data exchange platform. The role of telecommunications in healthcare is to keep health information safe, secure communication, exchange data, and take access control measures to protect patient data. When I log in to my system, I use a Virtual private network (VPN), which creates a secure network to access sensitive patient information. Telecommunications plays a huge role in healthcare, helping protect themselves from cybersecurity risks and patients' confidentiality.

          2) Dajauna Hood 

           Telecommunications facilitates remote patient monitoring and real- time data sharing, which enhances the quality care. Healthcare providers can monitor patents vital signs, receive automated alerts in case of emergencies, and provide timely interventions. Communicating and collaborating with other clinicians to treat patients also including remote clinical services through technologies like videoconferencing the patients and clinical staff. This is giving a lot of opportunities to communicate and connect with the patient in many different forms with using technology like calls, data, text, images, and videos are different forms of communicating with telecommunication. Now a days with the growing of technology we use telecommunication a lot while continuing to grow each and everyday; we are able to make, change, cancel appointments, ask questions to clinical and non clinical staff, prescriptions, test results so many things we have access to in the comfort our own home just by using the telecommunication technology that we are presented with in todays world. Telecommunications have a lot to do with maintaining the security of the health care information because a lot of personal data and patient information is exposed; that's why making sure the security is always up running is very important. 

             

            Platinum Essays