Develop a new hands-on lab materials that explore machine learning

Similar to the prior three modules, now your goal is to develop a new hands-on lab materials that explore machine learning applications in cyber security.

Develop a new hands-on lab materials that explore machine learning

Similar to the prior three modules, now your goal is to develop a new hands-on lab materials that explore machine learning applications in cyber security. Choose one of the topics by discussing with the instructor, identify dataset availability. Further, identify at least 3 machine algorithms you plan to apply on datasets.  Additionally, identify performance metrics.

The report should include a prefab section highlighting the cyber security problem (E.g., CAPTCHA bypassing), and planned machine learning approaches (e.g., decision tree, KNN), then hands-on lab section that will show step-by-step using jupyter notebook platform to train and test datasets, and outcome of the training.

Firstly, M4. SVM for Unauthorized access with CAPTCHA bypass.

Secondly, M5. Decision Tree for Malicious SQL injection prevention.

Thirdly, M6. Deep learning for malware classification and protection.

Fourthly, M7. Deep learning for anomaly-based intrusion detection.

Further, M8. K-Means clustering for network traffic monitoring.

Additionally, M9. Decision Tree for malicious web application detections.

Lastly, M10. KNN Classification for user behaviour anomaly detection.

More details;

Cybersecurity is the practice of protecting systems, networks, and programs from digital attacks. These cyberattacks are usually aimed at accessing, changing, or destroying sensitive information; extorting money from users; or interrupting normal business processes.

Implementing effective cybersecurity measures is particularly challenging today because there are more devices than people, and attackers are becoming more innovative.

What is cybersecurity all about?

A successful cybersecurity approach has multiple layers of protection spread across the computers, networks, programs, or data that one intends to keep safe. In an organization, the people, processes, and technology must all complement one another to create an effective defense from cyber attacks. A unified threat management system can automate integrations across select Cisco Security products and accelerate key security operations functions: detection, investigation, and remediation.

 

 

 

Healthcare is a complicated system that includes unique economic

Healthcare is a complicated system that includes unique economic processes, regulatory requirements, and quality indicators that are not found in traditional business settings.

Healthcare is a complicated system that includes unique economic

Firstly, Healthcare is a complicated system that includes unique economic processes, regulatory requirements, and quality indicators that are not found in traditional business settings. Therefore, developing unique skill sets relating to organizational leadership and interprofessional team development is essential for leaders. Also, Leaders within the healthcare industry at any level. As the complexity within the healthcare industry increases. Additionally, It is important to understand the comprehensive approach to patient care management across the continuum. Moreover, How the concepts of organizational leadership and team development support leaders in creating a patient-centric environment.

The purpose of this assessment is to provide a framework through which you can experience. Further, understand the unique leadership concepts within healthcare. Additionally, understand the implications of business and regulatory requirements in providing patient-centered care. You will also use a system theory or a change theory, self-assessment tools, and team development concepts to design a strategy to increase patient-centered care. Using leadership concepts and theories, you will ensure a sustainable model of healthcare delivery throughout the changing healthcare system. This considers future trends, evidence based practice, and regulatory expansion.

For this assessment, you will use the attached “Patient-and Family-Centered Care Organizational Self-Assessment Tool,” . Use this to analyze how patient- and family-centered the healthcare setting is. This form will guide you in evaluating this healthcare setting for strengths and weaknesses in patient-centered care attributes. Based on your analysis, you will create a strategy to improve patient-family-centered care.

More details;

Institute for Healthcare Improvement (in collaboration with the National Institute for Children’s Health Quality and the Institute for Patient- and Family-Centered Care)
Cambridge, Massachusetts, USA.

This self-assessment tool allows organizations to understand the range and breadth of elements of patient- and family-centered care and to assess where they are against the leading edge of practice. Use this self-assessment tool to assess how your organization is performing in relation to specific components of patient- and family-centered care, or as a basis for conversations about patient-centeredness in the organization.

 

Assume the role of an internal auditor who has been asked to identify

You are to assume the role of an internal auditor who has been ask ed to identify minimum of three high quality propositions that management can implement to establish tone at the top that conveys a commitment to integrity and ethical values.

Assume the role of an internal auditor who has been asked to identify

You are to assume the role of an internal auditor who has been asked to identify minimum of three high quality propositions that management can implement to establish tone at the top that conveys a commitment to integrity and ethical values.

You are to write a memo that is no more than three pages address ed to the CEO. Also, head of the audit committee of the board of Directors with recommendation son establishing the appropriate tone.

Further, THE TONE OF THE MEMO NEEDS TO BEFORMAL.  Additionally, Provide a detailed description of each of the items and a persuasive argument as to why the item is useful for conveying the appropriate tone.

Also, Cogently make a case for why these propositions are important?

More details;

The Duties of an Internal Auditor

Objectively assess a company’s IT and/or business processes. Assess the company’s risks and the efficacy of its risk management efforts. Ensure that the organization is complying with relevant laws and statutes. Evaluate internal control and make recommendations on how to improve.

What are the roles of an auditor?
Auditor Job Duties:

Firstly, Ensures compliance with established internal control procedures by examining records, reports, operating practices, and documentation.

Secondly, Verifies assets and liabilities by comparing items to documentation.

Thirdly, Completes audit work papers by documenting audit tests and findings.

What are the top five skills require d for internal auditor?

Firstly, Analytical and critical thinking

Secondly, Communication skills

Thirdly, Data mining and analytics

Fourthly, General IT knowledge

Lastly, Business acumen

Marketing managers for global organizations are often asked to evaluate

Marketing managers for global organizations are often asked to evaluate the feasibility of new products and services and predict their profitability for the organization. For this task, you will select a business that would like to develop new products and services in order to attain a competitive advantage in the global market.

Marketing managers for global organizations are often asked to evaluate

Marketing managers for global organizations are often asked to evaluate the feasibility of new products and services and predict their profitability for the organization.

For this task, you will select a business that would like to develop new products and services in order to attain a competitive advantage in the global market. You will first consider the products and services the company currently offers and recommend new products and services that have the most potential for profitability based on your evaluation. You will then identify the target market and consider how you would reach that market using traditional mass media and social media for the launch and beyond.

For example, a natural foods company may need to begin offering an online ordering system to remain competitive. If you discover a market exists for a new natural food product that is desired in other countries but not readily available there, this might be a good product to recommend adding, but you should first determine whether it is feasible.

Select a business from one of the industries listed below:

Firstly, Agriculture

Secondly,  banking

Thirdly,  Hospitality

Fourthly,  Healthcare

Further,  Retail

Moreover,  Transportation

Lastly, Technology

 

Note:

Please choose a business that can be adapt ed to a global market. Any information that would be consider ed confidential, proprietary, or personal in nature should not be include d in the actual task submission to WGU. Do not include the actual names of people, suppliers, the organization(s), or other identifiable information. Use fictional names. Also, include organization-specific data, and including financial information. Work performed for a client or an employer is their property and should not be used without written permission.

REQUIREMENTS

Your submission must be your original work. No more than a combine d total of 30% of the submission and no more than a 10% match to any one individual source can be directly quote d or closely paraphrase d from sources, even if cited correctly. The originality report that is provide when you submit your task can be used as a guide.
You must use the rubric to direct the creation of your submission because it provides detailed criteria that will use to evaluate your work. Each requirement below is in evaluation by more than one rubric aspect. The rubric aspect titles may contain hyperlinks to relevant portions of the course.

Note: Submit your Assessment in Microsoft Word or PDF format.
A.  Develop a proposal for your chosen business’s global strategic marketing plan in which you do the following:
1.  Identify two new products and/or services that the company can sell or offer to a global market.
a. Discuss three different methods you used to determine that there is both a need as well as an existing global market for these products and/or services.

b. Explain one competitive advantage that the company will gain by offering these new products and/or services to a global market.

c. Discuss two inherent risks associated with launching the new products and/or services to a global market and how to minimize these risks.

 

2.  Discuss the customer relationship management (CRM) software system you prescribe to track product and/or service inquiries and sales.

a. Explain how the information generated by the CRM software will be used to continue to drive CRM practices and track sales in a global market.

3.  Discuss at least one distribution channel for the two new products and/or services.

a. Analyse key considerations for entering a global market (e.g., regional trade alliances, agreements, environmental forces).

b. Analyse how the global supply chain may affect the product or service.

4.  Discuss a major pricing strategy (i.e., cost plus pricing, competition-based pricing, break-even-based pricing, penetration-based pricing, premium pricing) aligned to your products and/or services’ position within the overall market strategy of the global marketplace.

a. Identify costs associated with developing and launching the new products and/or services.

b. Evaluate consumer acceptance of the price set for the new products and/or services.

c. Evaluate competitor prices for similar products and/or services.

5.  Discuss the promotional strategy you will use to promote your products and/or services in a global market.

a. Identify two mass media and two social media channels you would use to promote your new products and/or services in a global market.

i. Justify why you chose these channels based on market segmentation (e.g., demographics, psychographics, and behavioural characteristics)

b. Discuss two sales promotion activities (e.g., coupons, games, contests, sweepstakes) you would use to promote your new products and/or services in a global market.

B.  Acknowledge sources, using in-text citations and references, for content that is quoted, paraphrased, or summarized.

C.  Demonstrate professional communication in the content and presentation of your submission.

Nurse become sensitive to the complexities of caring 

This assignment is intended to help the future nurse become sensitive to the complexities of caring for diverse ethnic groups during their practice. Students will be required to explore the social and healthcare beliefs…

Nurse become sensitive to the complexities of caring

This assignment intention is to help the future nurse become sensitive to the complexities of caring for diverse ethnic groups during their practice.  Students requirement is to explore the social and healthcare beliefs and traditions of 4 ethnic groups to include one from the United States, one Hispanic, one Middle Eastern, and one Asian.  You should include your cultural group in whichever of these is appropriate.  Students will be expect ed to examine each group in some detail, compare similarities and differences between the groups, and compare one group to the student’s own ethnic background. There is a rubric for this assignment to guide you.

The paper MUST be in APA style; spelling, punctuation, and grammar will also be graded.  The paper  submission will be through Turnitin and cannot have more than 25% shared content with other sources.

More details;

How do you provide culturally competent care to diverse client groups?
Here are 5 ways to help you provide culturally competent nursing care.

Firstly, Perform a cultural competence self-assessment.

Secondly, Obtain a certificate in cultural competence.

Thirdly, Improve communication and language barriers.

Fourthly, Directly engage in cross-cultural interactions with patients.

Further, Participate in online chats and networks.

How does culture influence health beliefs?

The influence of culture on health is vast. It affects perceptions of health, illness and death, beliefs about causes of disease, approaches to health promotion, how illness and pain are experience and express ed, where patients seek help, and the types of treatment patients prefer.

How does diversity affect nursing?

Diversity in the Nursing field is essential because it provides opportunities to administer quality care to patients. … Every healthcare experience provides an opportunity to have a positive effect on a patient’s health. Healthcare providers can maximize this potential by learning more about patients’ cultures.

Variety of techniques that can minimize performance ratter biases

There are a variety of techniques that can minimize performance ratter biases. In your textbook, review
“Case Study 6-2: Minimizing Biases in Performance Evaluation at Expert Engineering, Inc.”

Variety of techniques that can minimize performance ratter biases

Firstly, there are a variety of techniques that can minimize performance ratter biases. In your textbook, review “Case Study 6-2: Minimizing Biases in Performance Evaluation at Expert Engineering, Inc.”

Secondly, after reviewing the case and considering the course and textbook content. Thirdly, in a 4-5 page paper, not including the cover page and reference page. Also, answer questions #1 and #2 (located at the end of the case study and as follows).

Question #1:

Provide a detailed discussion of the intentional rating distortion factors that may come into play in this situation.

Question #2:

Evaluate the kinds of interventions you could implement to minimize intentional rating distortion, and its reasons, that you have described. Further, what do you recommend and why?

Additionally, you will need to include a brief introduction of the case and critically evaluate the current situation of Expert
Engineering Inc. Also, it is important to present an in-depth analysis of the case and integrate sufficient support from scholarly resources throughout the assignment. Use suitable headings and subheadings to organize the work in an appropriate manner.
Be sure to support your statements with logic and argument, citing any sources referenced.

More details;

What do you mean by distortion?
A distortion is a change, twist, or exaggeration that makes something appear different from the way it really is. You can distort an image, a thought, or even an idea. … The heat creates a wavy distortion in the air that shakes up the image of the things beyond it.
What are the four types of distortion?

There are four basic characteristics of a map that are distorted to some degree, depending on the map projection used. These characteristics include distance, direction, shape, and area.

Evaluation of “failure to rescue” topic on deteriorating patients

This is an assignment that focuses on evaluation of “failure to rescue” topic on deteriorating patients. The paper also examines the various nursing strategies to prevent this issue.

Evaluation of “failure to rescue” topic on deteriorating patients

Aim:

The purpose of this essay is to enable you to critically evaluate current research about the topic ‘failure to rescue’ as related to the deteriorating patient in the acute healthcare environment. You will also examine nursing strategies that can be used to prevent patient deterioration and that are instrumental in maintaining patient safety.

This assessment item will address learning outcomes 1 and 3 of this course.

Task description:

For this task you are to write a 2000-word essay in which you critically evaluate ‘failure to rescue’ as it relates to the deteriorating patient in the acute healthcare environment.

Your evaluation must be underpinned by patient safety needs, and should include a discussion about incidence, consequences and nursing strategies as reflected in the current literature.

Your essay must include the following components:

a.      Firstly, an introductory paragraph that outlines the aim of the assignment.

b.      Secondly, a definition of failure to rescue.

c.      Thirdly, a discussion of the incidence of adverse events that are linked to failure to rescue in the Australian acute healthcare environment.

d.      Fourthly, an analysis and evaluation of the consequences of failure to rescue for the patient; the patient’s family; and the health care system.

e.      Then, a critical evaluation of TWO nursing strategies involving either the patient; the patient’s family or the health care system that may be used to prevent registered nurses from failing to rescue to maintain patient safety.

f.       Lastly, a conclusion summarising the central points of your essay.

Other elements:

Refer to the Health Group Writing and Referencing Guide for all presentation, referencing and formatting guidelines. This is located on all course sites.

The word limit for an assessment item includes in text citations, tables and quotations. The word limit does not include the reference list. Please note the marker will cease marking your submitted work once they have reached the allocated word limit.

You must include a Reference list on a separate page formatted to APA 7th style.

Write in the third person and also use academic language throughout.

Submit your assignment online as per the instructions on your Learning@Griffith course site.

Refer to the marking criteria when writing your assignment.  This will assist you in calculating the weightings of the sections for your assignment.

Gran Torino is a film your students know and likely have seen

Buoyed by critical acclaim and strong box office receipts, Gran Torino is a film your students know and likely have seen. The film provides several examples of adapting to cultural diversity, along with illustrating speech codes and linguistic divergence/convergence.

Gran Torino is a film your students know and likely have seen

Buoyed by critical acclaim and strong box office receipts, Gran Torino is a film your students know and likely have seen. The film provides several examples of adapting to cultural diversity, along with illustrating speech codes and linguistic divergence/convergence. The film is rated R for language throughout, and for some violence.

Synopsis
Eastwood plays Walt Kowalski, a retired autoworker and Korean War veteran living out his remaining days at his home. In Walt’s world, nothing is supposed to change: children should always respect their elders, a man should be able take care of his own home, and people should live with their own kind. Walt’s worldview changes dramatically when he gets to know his Hmong neighbours, and becomes an unwilling mentor to Thao, a young Hmong man in need of direction. Despite his crusty exterior and callous demeanour, Walt becomes both hero and saviour for the entire neighbourhood.

Assignment
In this assignment, you will write a 3-5 page paper, which should include answering the discussion questions (listed below). Conceptualize and answer these questions under the light of intercultural communication. That means that the answers should tie in with the significance of intercultural communication, and how it has influenced the characters in this movie.
This paper be in an APA-Style format. Your paper evaluation is on the following:
Firstly, Content
Secondly, Grammar
Thirdly, Structure and mechanics
Fourthly, Relevance to the topic(s)

Also, Each essay will be submitted to Turnitin.com, via the Dropbox link in Canvas.
Finally, cover pages, abstracts, and works cited do not count towards the page count.

Discussion Questions

Firstly,  Analyze Walt’s process of adapting to cultural diversity (Ch. 4). Also, Identify difference between Walt’s culture and the Hmong people.
Secondly, Looking closely at Walt’s communications style, how would you describe his verbal communication skills versus of Thao and Sue? What are the meanings and purposes Walt attaches to talk?
Thirdly, How does Walt view friendship different than Thao and Sue? What strategies are different between them in initiating and maintaining friendships?

Alterations in the Cardiovascular and Respiratory Systems

This is an assignment that focuses on the Alterations in the Cardiovascular and Respiratory Systems. The paper also considers a variety of factors and circumstances on the issue.

Alterations in the Cardiovascular and Respiratory Systems

W‌‌‍‌‌‍‍‍‌‍‍‌‍‍‍‌‌‌‍alden University: Advanced Pathophysiology 6501 Online Media from?Pathophysiology: The Biologic Basis for Disease in Adults and Children In addition to this week’s media, it is highly recommended that you access and view the resources included with the course text, Pathophysiology: The Biologic Basis for Disease in Adults and Children. Focus on the videos and animations in Chapters 32, 33, 35, and 36 that relate to cardiorespiratory systems and alteration in cardiorespiratory systems. Refer to the Learning Resources in Week 1 for registration instructions.

However, if you have already registered, you may access the resources at https://evolve.elsevier.com/ Required Reference Resources: McCance, K. L. & Huether, S. E. (2019). Pathophysiology: The biologic basis for disease in adults and children (8th ed.). St. Louis, MO: Mosby/Elsevier. • Chapter 32: Structure and Function of the Cardiovascular and Lymphatic Systems; Summary Review • Chapter 33: Alterations of Cardiovascular Function (stop at Dysrhythmias); Review • Chapter 35: Structure and Function of the Pulmonary System; Summary Review • Chapter 36: Alterations of Pulmonary Function (stop at Disorders of the chest wall and pleura); (obstructive pulmonary diseases) (stop at Pulmonary artery hypertension); Summary Review Note: The above chapters were first presented in the Week 3 resources.

Alterations in the Cardiovascular and Respiratory Systems

Also, if you read them previously you are encouraged to review them this week. Inamdar, A. A. & Inamdar, A. C. (2016). Heart failure: Diagnosis, management, and utilization, 5(7). doi:10.3390/jcm5070062 Note: The above article was first presented in the Week 3 resources. If you read it previously you are encouraged to review it this week. Module 2 Assignment: Case Study Analysis An understanding of the cardiovascular and respiratory systems is a critically important component of disease diagnosis and also treatment. This importance is magnified by the fact that these two systems work so closely together.

A variety of factors and circumstances that impact the emergence and severity of issues in one system can have a role in the performance of the other. Effective disease analysis often requires an understanding that goes beyond these systems and also their capacity to work together. The impact of patient characteristics, as well as racial and ethnic variables, can also have an important impact. Photo Credit: yodiyim – stock.adobe.com An understanding of the symptoms of alterations in cardiovascular and respiratory systems is a critical step in diagnosis and treatment of many diseases.

For APRNs this understanding can also help educate patients and also guide them through their treatment plans. In this Assignment, you examine a case study and analyze the symptoms presented. You will also identify the elements that may be factors in the diagnosis, and you explain the implications to patient health. Lastly, please see the “Course Announcements” section of the classroom for your assignment from your Instructor.

Looking at the school as a major influence in young people’s lives

Looking at the school as a major influence in young people’s lives. Take a few moments to think of the teacher you had in school that you think was the best. What about they made them different from other teachers? What specific experiences led you to form this impression?

Looking at the school as a major influence in young people’s lives

Firstly, Looking at the school as a major influence in young people’s lives.
Secondly, take a few moments to think of the teacher you had in school that you think was the best.

Thirdly, What about they made them different from other teachers?

Also, What specific experiences led you to form this impression?

Reflecting on your notes about that teacher, what ideas about school, teaching, and learning are embedded in your account?

A satisfactory Auto ethnographic Research Report will:

Write up by developing an analysis, discussion and formal presentation of your data, documenting what you did and what understandings you gained from it in light of the readings, lecture, and class discussion. These build on the rough notes you prepare for class and turn them into a report of your “findings” that not only describe what you saw/experienced but also interpret them and draw (tentative) conclusions.

Represent a good-faith effort to carry out the assigned prompt/exercise; Use course Concepts, supported by quotations and paraphrases from assigned readings, to perform an analysis of selected artifacts from your notes;  Based on these analyses, identify one or more themes of relevance to the topic of media and childhood;  Use well-organized and well-edited prose appropriate for a research report;  And include complete in-text citations to all course readings paraphrased or quoted in the report (any outside sources should be referenced in full).

How does school influence your development as a person?
Social Skills

The school plays an important role in helping children learn to interact positively with their peers and teachers. They learn about healthy relationship skills and develop them further through interactions, both in the classroom and on the playground.