I hope to edit my essay to reduce the word count to 300 (especially the last paragraph should be more concise). Besides, you can make necessary revisions to make the admission essay looks better.
Topic: Why do you want to study your chosen major at Georgia Tech, and what opportunities at Georgia Tech will prepare you in that field after graduation? (300 words limitation)

The assignment based on Netflix Case, and completes them as follow. Please upload three documents, which are Email-Essay Word Document, Slides PPT, and Short answer Word Document. Example attached as follow. Please read Netflix Case Overview.Doc and other necessary materials. Examples also attached as follow.

This week’s email-essay and slides build off Netflix cases. For the Netflix case, you imagine you’re a part of one of the teams involved a member of the Netflix team for any algorithm update they have done. Netflix’s technical blog (https://medium.com/netflix-techblog) has a lot of examples of algorithm updates they have done.  Please read the article(s) listed above about your case, and use them to inform your email-essay and slides.

(1) Email-Essay
(2) Slides
(3) Data description exercise

The first question is opinion based so that you can begin the discussion immediately. You must apply your assigned readings to subsequent questions.

First, lets start with some questions based on your opinion:

1. Have you ever been curious about a health-related issue? For example, why is obesity an epidemic in the United States? If so, please share, in the form of a question, what you have been curious about. What methods can you undertake to find the answer to your question? Do you find research to be a practical thing or strictly academic? Justify your response.

Now lets apply what youve learned in this module:

2. Use the Excelsior Library to find two different articles, one scholarly article and one popular article related to the same topic. (Example: obesity among children)
List the full APA citation for each article and a link for each article.

3. Why did you classify each article the way you did?
Give examples from your articles that helped you determine whether they were scholarly or popular articles.

4. Which article would be most useful to you if you were writing a paper on this topic? Why?

Apply mathematical formulas to everyday business transactions.

Minimum Submission Requirements: All questions must be answered and the submission must be successfully uploaded to the Dropbox. If work submitted for this competency assessment does not meet the minimum submission requirements, it will be returned without being scored.

This module focuses on equations and how to solve them. In this module, you learned that equations and formulas are used in many business math applications. Being able to solve equations and evaluate formulas is extremely important and will enable you to solve many problems in business such as solving proportion problems, solving cost-volume problems, and recommending actions using cost analysis. In this Assessment, you will write an equation and apply it to a business setting.

For this Assessment, you will write a one-page, four-paragraph essay explaining an equation you will develop. Your essay must be carefully planned and written using well-constructed sentences and paragraphs. Make sure that your grammar and spelling are correct. Points will be awarded for content as well as composition. Your essay must be a minimum of one page in length with standard 1-inch margins and is required to have at least one reference from a reliable source. This means that you cannot use sites like Wikipedia, Ask.com, and Yahoo answers and that only references from reliable sources will earn points. All resources should be cited both as an in-text citation as well as being listed on a reference page in APA format.

This Assessment must be submitted as a Microsoft Word document.

Equations are around us in everyday life. For example, if you have $45 at a baseball game and you go to the concession stand for hot dogs and hamburgers, and hot dogs are $4 each and hamburgers are $6 each, how many of each can you purchase? There isnt just one answer.

Your Assignment is to create your own equation in a business setting. Present the equation in an essay type format.

In the first paragraph, introduce your equation, tell what your variables represent, and tell what the equation represents.
In the second paragraph, present two solutions to your equation.
In the third paragraph, discuss how and when equations are used in business transactions and give at least two examples.
In the final paragraph, state your conclusions.
Your essay should be complete and cover each point as outlined above. Be sure to include at least one text citation.

Requirements: Each Question at least 300 words.
Q1: Distinguish between the concepts of “Information” and “Knowledge” within an organization. Provide 1-2 examples of how organizations can leverage “information” into “Organizational Knowledge” via the Business Intelligence Process.

Q2: How does Information Integration Capability facilitate Insight Creation Capability? Please provide an industry example from your personal work/academic experience, or research an example.

Q3:  Please read the following article:
https://www.oreilly.com/ideas/data-governance-and-the-death-of-schema-on-read
What is your stance on “schema on read” vs. “schema on write”? What impacts do these data management approaches have on Business Intelligence?

Requirements: Each Question at least 300words, a minimum of one reference should be cited in each Question.
Q1: Find and post one visualization you have seen in your industry (a link to the visualization if it is online is fine). Then describe what the visualization is trying to communicate and the audience of the visualization.

Q2: What is the approach to ethical literacy and data visualization suggested by the readings in this module?
Discuss how the approach would play out in the area of expertise you chose for this master in analytics program by answering the following questions.
    How to be proactive and notice the inappropriate patterns.
    Could the unethical behaviors been avoided? If yes, how?
    Do unethical behaviors impact decisions or presentations of data?

Build a semantic word analysis of the ENRON dataset with PYTHON

Data basis to be used for the analysis: https://www.kaggle.com/wcukierski/enron-email-dataset

Step 1: build a python notebook on the basis of the work done by https://www.kaggle.com/zichen/explore-enron and try to reproduce their results

Step 2: The most important step: Generate a python code for listing which user uses which emoticons how often

Step 3: Please deliver the python code with comments

List of positive and negative emoticons.

Emoticon    Meaning    Sentiment Class
😀    Laughing    Positive
🙂    smile    Positive
o:)-    innocent    Positive
😎    cool    Positive
:$    Happy blush    Positive
🙁    defeated    Negative
🙁    Crying    Negative
😮    shocked    Negative
>(    Grumpy    Negative
(@)    Angry red    Negative
X|    Dead    Negative

Attached: Relevant Papers for this work to be cited whenever possible (1. Buildingemotionaldictionaryforsentimentanalysisofonlinenews, 2. pone.0171649), and additional papers if fragments of their methods are used.

Statistical application and the interpretation of data is important in health care. Review the statistical concepts covered in this topic. In a 750-1,000 word paper, discuss the significance of statistical application in health care. Include the following:
1.    Describe the application of statistics in health care. Specifically discuss its significance to quality, safety, health promotion, and leadership.
2.    Consider your organization or specialty area and how you utilize statistical knowledge. Discuss how you obtain statistical data, how statistical knowledge is used in day-to-day operations and how you apply it or use it in decision making.
Three peer-reviewed, scholarly or professional references are required.