assume we have a Neural network (NN) model with 4 independent variables(input) and one dependent variable(output)

assume we have a Neural network (NN) model with 4 independent variables(input) and one dependent variable(output)
And we implemented a sequential model with 4 hidden layers using activation function ReLu for all hidden layers .
The first hidden layer with 50 nodes,second hidden layer with 20 nodes, third hidden layer with 10 nodes and forth hidden layer with 5 layer, and the output layer with one node
Learning rate = 0.0001, optimizer is Adagrad is an algorithm for gradient-based optimization, batch size is 8Mathematical requirements for this model1-some mathematical introduction with equations for Neural network, and for our specific model2-cost function as mean square error , mathematical explanation , formula, and how it is important, why it is preferable over other function3-mathematical explanation for the learning rate(formula with mathematical explanation) , and how it is work4-mathematical explanation for Adagrad(otimazer) is an algorithm for gradient-based optimization, and how it is work in this modelUse requirements 1-4 as a heading and highlight them following by the relevant material

Write a comprehensive research paper on The Existence of God which should reflect on what are the arguments that have been offered for the existence of God?

Write a comprehensive research paper on The Existence of God which should reflect on what are the arguments that have been offered for the existence of God? thoistic philosophy point of view, Natural theology, include the arguments from philosophers, Are some arguments for the existence of God better than others? What are the arguments for the existence of god meant to establish, anyway? Is the existence of god something that can be demonstrably proven? Or are the arguments for the existence of god only probabilistic arguments? Are they meant to convince non-believers to join the club? Or are they primarily intended to provide the believer with some kind of rational basis for their own theological beliefs?
Note: you can cite some articles from the internet as well. Please mention the references from where you quote.
Your research paper should be at least 3 to 5 pages.

discuss thoroughly the leadership qualities you would seek to emulate with specific explanation and details for personal application.

Please look deeply into how Nelson Mandela employed Robert Greenleaf’s principles of servant leadership to motivate, influence, and lead others. Write a 1400-word paper that addresses the following. 1. Summary of the principles of servant leadership employed by the leader. 2. Specific examples to illustrate the leader’s application of servant leadership principles. 3. Information about the unique way the leader inspires followership. 4. Discussion of what would you seek to emulate or see more of in your own organization from both the people who lead you and the leadership you provide to others? Because there is so much information about servant leadership, please use the below principles to eliminate confusion. 1. Listening 2. Empathy 3. Awareness 4. Healing 5. Foresight 6. Persuasion 7. Growth 8. Stewardship 9. Conceptualization 10. Building Community ** Principles of servant leadership employed by the leader must be thorough with precise explanation. ** Examples illustrating the application of servant leadership principles must be thoroughly explained and detailed. ** Discussion of the unique way the leader inspires followership must be well articulated and supported with extensive details.

Explain how cultural competence was demonstrated (or not demonstrated) within the agency or by the social worker.

AGENCY: GEORGIA DEPARTMENT OF FAMILY AND CHILDREN SERVICESDescribe the DFCS. Including:
Services offered
Mission of the agency
Clientele or population servedSOCIAL WORKER: DEIDRA SIMITCH
Describe the social workers job activities and professional roles
Explain what brought the social worker to the field and their work history (MAKE IT UP)
Explain opportunities for advancement and what the social worker does for professional development (MAKE IT UP)
Describe the social workers overall job satisfaction and strategies they use for self-care.Analyze your experience. Specifically,
Discuss your thoughts and feelings related to the agency, clientele, and type of work.
Reflect on why you may have experienced these reactions to the agency, clientele, and type of work.
Explain which social work values and ethics were evident (or not evident) during the interview.
Explain how social and economic justice relates to the services provided or population served by this agency.
Explain how cultural competence was demonstrated (or not demonstrated) within the agency or by the social worker.

1. Educational Research: Planning, Conducting, and Evaluating Quantitative and qualitative research Book by John W. Creswell 2. Social Research Methods: Qualitative and Quantitative Approaches Book by William Neuman use another references in educational research

1. Educational Research: Planning, Conducting, and Evaluating Quantitative and qualitative research Book by John W. Creswell 2. Social Research Methods: Qualitative and Quantitative Approaches Book by William Neuman use another references in educational research

Describe the initiative using a PI methodology (specifically related to work flow and design) and be sure to discuss how the recommendation can contribute to the overall quality improvement plan for the hospital.

Directions Virtual Assignment Last week you completed a data analysis report for the Hospitals statistics. The HIM director and Records Committee was so impressed with your work, that they want an additional review of the data to identify performance improvement initiatives. Review the historical Hospital data using the tabs at the bottom of the Excel document. Compile in a 2-page report to address the following questions and deliverables: Are there changes by month that are consistent from one year to the next? Which season has more patient days? Which season has fewer patient days? Does this pattern seem to follow from year to year? Can you think of an explanation for this? What use would this information be for management in terms of having beds available, ensuring adequate staffing, budgeting for extra expenses, etc.? Create a formal report about your data review, manipulation and data presentation. Include tables and narrative to explain the data and to identify trends. Based on your evaluation of the data, make a least one recommendation for a performance improvement initiative. Describe the initiative using a PI methodology (specifically related to work flow and design) and be sure to discuss how the recommendation can contribute to the overall quality improvement plan for the hospital. You should also develop a collection tool to validate data, as a part of your performance improvement recommendation. Also, fill out journal template for week 12/31/18 Journal: Use the journal template to complete your assignment. Journal entries should be based on your virtual experience and D2L activities (learning activities, reflective discussion, quizzes or RHIT Exam prep, etc).
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In a 2,000-word essay, analyze assumptions that underlie Catholic theology. Include in your discussion the role of (1) the New Testament, (2) church tradition, and (3) other sources.

1. Assumptions
In a 2,000-word essay, analyze assumptions that underlie Catholic theology. Include in your discussion the role of (1) the New Testament, (2) church tradition, and (3) other sources. 2. Essay 2: Evaluation
In a 2,000-word essay, evaluate Catholic theology in relation to the New Testament. First, lay the foundation for your assessment by describing why the body of doctrine that defines Catholicism may advance beyond New Testament thought. Second, offer some examples of theological enhancement (e.g., the development of episcopacy, the development of the Lords supper into the mass). Third, offer your judgment on whether theological enhancement is a good or bad thing. Cite examples of how the enhancement may either advance or distort the teachings of Jesus and the apostles.