Discussion Question #1: What is deep learning? What can deep learning do that traditional machine-learning methods cannot? Discussion Question #2: List and briefly explain different learning paradigms/methods of AI. Discussion Question #3: What is representation learning, and how does it relate to machine learning and deep learning? Discussion Question #4: List and briefly describe the most commonly used ANN activation functions. Discussion Question #5: What is MLP, and how does it work? Explain the function of summation and activation weights in MLP-type ANN. Exercise #4: Cognitive computing has become a popular term to define and characterize the extent of the ability of machines/computers to show “intelligent” behavior. Thanks to IBM Watson and its success on Jeopardy!, cognitive computing and cognitive analytics are now part of many real-world intelligent systems. In this exercise, identify at least three application cases where cognitive computing was used to resolve complex real-world problems. Summarize your findings in a professional organized report. Running head: TYPE MY TITLE HERE 1 TYPE MY TITLE HERE 2 Type My Title Here Your Name Stratford University Abstract Type the word “Abstract” and center it. Do not bold, underline or italicize the word. Begin typing your information. There is no indentation for this paragraph. The abstract is on a page of its own. It is a summary of your paper and should not be any more than 150 to 250 words. Insert a page break when you finish typing the abstract to move to the next page Introduction Introduction included clear description of the nursing role being researched. This is the main body of your text with Level 1, 2 and 3 heading examples. Each paragraph should be indented ½ inch. Level headings are used to organize your paper for readability by your instructor. Think of it as somewhat of an outline. Depending on the Level headings you use will determine whether or not you indent a paragraph. Here is an example of Level 1, 2, and 3 headings. Educational Requirements Provided thorough description of the educational requirements and or any specialized training associated with this professional nursing role. This is an example of a Level 1 header. It is centered on its’ own line and each major word in the header is capitalized. Scope of Practice Reviewed the scope of practice: What is the focus of the nursing role?The Level 2 header should not be indented, rather it is flush with the left margin and it is typed on its’ own line. It is bolded and the first letter of each major word should be capitalized. Publications and Organizations Publications and organizations: What specific nursing journals and professional organizations would a nurse in this role need to help succeed? A Level 3 header should be indented (1/2 inch). It is bolded and the only the first letter of the first word should be capitalized.). A period (.) should end the header. Your text should imm ...

1. Discussion Question #1: What is deep learning? What can deep
learning do that traditional machine-learning methods cannot?
Discussion Question #2: List and briefly explain different
learning paradigms/methods of AI.
Discussion Question #3: What is representation learning, and
how does it relate to machine learning and deep learning?
Discussion Question #4: List and briefly describe the most
commonly used ANN activation functions.
Discussion Question #5: What is MLP, and how does it work?
Explain the function of summation and activation weights in
MLP-type ANN.
Exercise #4: Cognitive computing has become a popular term to
define and characterize the extent of the ability of
machines/computers to show “intelligent” behavior. Thanks to
IBM Watson and its success on Jeopardy!, cognitive computing
and cognitive analytics are now part of many real-world
intelligent systems. In this exercise, identify at least three
application cases where cognitive computing was used to
resolve complex real-world problems. Summarize your findings
in a professional organized report.
Running head: TYPE MY TITLE HERE 1
TYPE MY TITLE HERE 2
Type My Title Here
Your Name
Stratford University

2. Abstract
Type the word “Abstract” and center it. Do not bold, underline
or italicize the word. Begin typing your information. There is
no indentation for this paragraph. The abstract is on a page of
its own. It is a summary of your paper and should not be any
more than 150 to 250 words. Insert a page break when you
finish typing the abstract to move to the next page
Introduction
Introduction included clear description of the nursing role being
researched. This is the main body of your text with Level 1, 2
and 3 heading examples. Each paragraph should be indented ½
inch.
Level headings are used to organize your paper for readability
by your instructor. Think of it as somewhat of an outline.
Depending on the Level headings you use will determine
whether or not you indent a paragraph. Here is an example of
Level 1, 2, and 3 headings.
Educational Requirements
Provided thorough description of the educational requirements
and or any specialized training associated with this professional
nursing role. This is an example of a Level 1 header. It is
centered on its’ own line and each major word in the header is
capitalized.
Scope of Practice
Reviewed the scope of practice: What is the focus of the nursing
role?The Level 2 header should not be indented, rather it is
flush with the left margin and it is typed on its’ own line. It is
bolded and the first letter of each major word should be
capitalized.
Publications and Organizations
Publications and organizations: What specific nursing
journals and professional
organizations would a nurse in this role need to help succeed?

3. A Level 3 header should be indented (1/2 inch). It is bolded
and the only the first letter of the first word should be
capitalized.). A period (.) should end the header. Your text
should immediately follow the Level 3 header.
Conclusion
Conclusion: Summarized the paper and old why interested in
this particular nursing roleThis is you conclusion. The word
“Conclusion” is a Level 1 header so follow the instructions for
typing a Level 1 header. Type your conclusion. Insert a page
break when you finish typing the conclusion to move to the next
page so you can begin typing your references.
References
Begin typing your references here. Don’t forget to use hanging
indentations for each of your references. You can use the ruler
to make that process easier. Make sure your references are in
alphabetical order by the first author’s last name. Below are
examples of references.
Coaster, P. R. (2012). Student survey on the use of textbooks.
Higher Education Learning, 11, 7-10.
Coaster, P. R. (2015). Textbooks revisited. College and
University Curriculum, 41, 18-31. doi:00.0000/000000000000
Karson, M. (2014). Electronic textbooks, their pros and cons.
Department of Education, 149. Retrieved from
http://www.websitename.ext
1.
Introduction included clear description of the nursing role being
researched (10 points)
2.
Provided thorough description of the educational requirements
and or any specialized training associated with this professional
nursing role (20points)

4. 3.
Reviewed the scope of practice: What is the focus of the nursing
role? (20 points)
4.
Publications and organizations: What specific nursing journals
and professional organizations would a nurse in this role need
to help succeed?
(20 points)
5.
Conclusion: Summarized the paper and old why interested in
this particular nursing role (10 points)
6.
Information presented in a clear and logical manner that
engaged the reader; proper grammar/spelling/punctuation-no
more than 2 errors in paper (10 points)
7.
APA Format with cover page (2), running head (2), correct
margins and font (2), reference page in correct format (2), and
at least 3 references (2) within the last 5 years (10 possible)
Total points possible = 100