Read this article about using text to predict Alzheimer's disease in nuns. Write at least 500 words discussing how text mining could be used in this research. Use at least three sources. Include at least 3 quotes from your sources enclosed in quotation marks and cited in-line by reference to your reference list. Example: "words you copied" (citation) These quotes should be one full sentence not altered or paraphrased. Cite your sources using APA format. Use the quotes in your paragraphs. Write in essay format not in bulleted, numbered or other list format. Reply to two classmates' posting in a paragraph of at least five sentences by asking questions, reflecting on your own experience, challenging assumptions, pointing out something new you learned, offering suggestions. These peer responses are not 'attaboys'. Make your initial post by Thursday 11:59 PM EST. Respond to two of your classmates by Sunday. Read this article about using text to predict Alzheimer's disease in nuns. Write at least 500 words discussing how text mining could be used in this research. Use at least three sources. Include at least 3 quotes from your sources enclosed in quotation marks and cited in-line by reference to your reference list. Example: "words you copied" (citation) These quotes should be one full sentence not altered or paraphrased. Cite your sources using APA format. Use the quotes in your paragraphs. Write in essay format not in bulleted, numbered or other list format. Reply to two classmates' posting in a paragraph of at least five sentences by asking questions, reflecting on your own experience, challenging assumptions, pointing out something new you learned, offering suggestions. These peer responses are not 'attaboys'. Make your initial post by Thursday 11:59 PM EST. Respond to two of your classmates by Sunday.

Week Two Assignment: Create Tidy Dataframe Using the attached spam dataset, create a tidy dataframe. Show your code and the results. Comment your code showing your understanding of what the code is doing line by line. Submit a Word or .pdf document with screenshots of your work in R Studio. Include a slice of your desktop with your screenshots. Week Two Assignment: Create Tidy Dataframe Using the attached spam dataset, create a tidy dataframe. Show your code and the results. Comment your code showing your understanding of what the code is doing line by line. Submit a Word or .pdf document with screenshots of your work in R Studio. Include a slice of your desktop with your screenshots.

Write at least 500 words discussing limitations found in using Mapreduce and Hadoop. Use at least three sources. Include at least 3 quotes from your sources enclosed in quotation marks and cited in-line by reference to your reference list. Example: "words you copied" (citation) These quotes should be one full sentence not altered or paraphrased. Cite your sources using APA format. Use the quotes in your paragraphs. Write in essay format not in bulleted, numbered or other list format. Reply to two classmates' posting in a paragraph of at least five sentences by asking questions, reflecting on your own experience, challenging assumptions, pointing out something new you learned, offering suggestions. Make your initial post by Thursday 11:59 PM EST. Respond to two of your classmates by Sunday 11:59 PM EST. It is important that you use your own words, that you cite your sources, that you comply with the instructions regarding length of your post and that you reply to two classmates in a substantive way (not 'nice post' or the like). Do not use spinbot or other word replacement software. Proof read your work or have it edited. Find something interesting and/or relevant to your work to write about. Please do not submit attachments unless requested. Write at least 500 words discussing limitations found in using Mapreduce and Hadoop. Use at least three sources. Include at least 3 quotes from your sources enclosed in quotation marks and cited in-line by reference to your reference list. Example: "words you copied" (citation) These quotes should be one full sentence not altered or paraphrased. Cite your sources using APA format. Use the quotes in your paragraphs. Write in essay format not in bulleted, numbered or other list format. Reply to two classmates' posting in a paragraph of at least five sentences by asking questions, reflecting on your own experience, challenging assumptions, pointing out something new you learned, offering suggestions. Make your initial post by Thursday 11:59 PM EST. Respond to two of your classmates by Sunday 11:59 PM EST. It is important that you use your own words, that you cite your sources, that you comply with the instructions regarding length of your post and that you reply to two classmates in a substantive way (not 'nice post' or the like). Do not use spinbot or other word replacement software. Proof read your work or have it edited. Find something interesting and/or relevant to your work to write about. Please do not submit attachments unless requested.

Week Two Assignment: MapReduce Tutorial Complete the tutorialspoint.com tutorial on learning MapReduce. Write a 500 word summary, in your own words, of what you learned from the training. Submission should be a .doc or a .pdf. Week Two Assignment: MapReduce Tutorial Complete the tutorialspoint.com tutorial on learning MapReduce. Write a 500 word summary, in your own words, of what you learned from the training. Submission should be a .doc or a .pdf.

Challenges of ML Visit the Kaggle website for the Santander Bank classification challenge and describe the main problem. Also describe various challenges and limitations of this case analysis. https://www.kaggle.com/c/santander-customer-transaction-prediction/data?select=train.csv The initial post must be between 250-300 words in length and is due by 11:59PM EST in your timezone on Thursday. At least two replies to other students are due by Sunday at 11:59PM EST in your timezone. Responding to at least two other students is a requirement; posts must be submitted on time and each peer reply per question must be between 150-200 words in length. Challenges of ML Visit the Kaggle website for the Santander Bank classification challenge and describe the main problem. Also describe various challenges and limitations of this case analysis. https://www.kaggle.com/c/santander-customer-transaction-prediction/data?select=train.csv The initial post must be between 250-300 words in length and is due by 11:59PM EST in your timezone on Thursday. At least two replies to other students are due by Sunday at 11:59PM EST in your timezone. Responding to at least two other students is a requirement; posts must be submitted on time and each peer reply per question must be between 150-200 words in length.

Fundamentals of ML Write a fully executed R-Markdown program and submit a pdf / word or html file. The program should merge / join the data files given to you as part of the Santander Bank Case Study. You are then required to perform Exploratory Data Analysis (EDA) along with describing the features of the response variable, visualizing a few predictors, and clearly explaining the findings. Points will be deducted in case the explanation and commentary is missing in the submission. Fundamentals of ML Write a fully executed R-Markdown program and submit a pdf / word or html file. The program should merge / join the data files given to you as part of the Santander Bank Case Study. You are then required to perform Exploratory Data Analysis (EDA) along with describing the features of the response variable, visualizing a few predictors, and clearly explaining the findings. Points will be deducted in case the explanation and commentary is missing in the submission.

Select a topic from the following list on which you would like to conduct an in-depth investigation: • Information systems infrastructure: evolution and trends • Strategic importance of cloud computing in business organizations • Big data and its business impacts • Managerial issues of a networked organization • Emerging enterprise network applications • Mobile computing and its business implications Research paper basics: • 8-10 pages in length • APA formatted • Minimum six (6) sources – at least two (2) from peer reviewed journals • Include an abstract, introduction, and conclusion • See rubric for more detailed grading criteria Select a topic from the following list on which you would like to conduct an in-depth investigation: • Information systems infrastructure: evolution and trends • Strategic importance of cloud computing in business organizations • Big data and its business impacts • Managerial issues of a networked organization • Emerging enterprise network applications • Mobile computing and its business implications Research paper basics: • 8-10 pages in length • APA formatted • Minimum six (6) sources – at least two (2) from peer reviewed journals • Include an abstract, introduction, and conclusion • See rubric for more detailed grading criteria

Each student will write an 8-10-page paper on an organization of his or her choice. The submission must be typed, double-spaced, and have uniform 1-inch margins in 12-point Times New Roman font. The organizational analysis will contain the following sections: • Introduction of the organization, including history and background. • Organizational strategy. • Organizational design and your assessment of effectiveness. • Organizational culture. • Conclusion and what you would change about the selected organization for improvement. Each student will write an 8-10-page paper on an organization of his or her choice. The submission must be typed, double-spaced, and have uniform 1-inch margins in 12-point Times New Roman font. The organizational analysis will contain the following sections: • Introduction of the organization, including history and background. • Organizational strategy. • Organizational design and your assessment of effectiveness. • Organizational culture. • Conclusion and what you would change about the selected organization for improvement.

Each Group will select one case study from the list below to complete the Group Paper Possible Ethics Case Studies VW Diesel Emissions Scandal BP Deepwater Horizon Explosion and Oil Spill Starbucks U.K. Tax Scandal Enron / Arthur Anderson Financial Scandal Valeant Drug Pricing Penn State / Jerry Sandusky Scandal Subprime Loan Scandal: Countrywide, Bear Stearns, Lehman, Merrill, and others HealthSouth Rehabilitation Fraudulent Medicare Billing Scandal VA Mismanagement FIFA Bribes Edward Snowden Civil Disobedience College Admissions Scandal Wells Fargo: New Accounts / late fee charges issues Apple versus FBI: privacy versus security Any other instructor approved case study Paper • Minimum 300 words per student • Minimum 6 references per paper • APA Format Each Group will select one case study from the list below to complete the Group Paper Possible Ethics Case Studies VW Diesel Emissions Scandal BP Deepwater Horizon Explosion and Oil Spill Starbucks U.K. Tax Scandal Enron / Arthur Anderson Financial Scandal Valeant Drug Pricing Penn State / Jerry Sandusky Scandal Subprime Loan Scandal: Countrywide, Bear Stearns, Lehman, Merrill, and others HealthSouth Rehabilitation Fraudulent Medicare Billing Scandal VA Mismanagement FIFA Bribes Edward Snowden Civil Disobedience College Admissions Scandal Wells Fargo: New Accounts / late fee charges issues Apple versus FBI: privacy versus security Any other instructor approved case study Paper • Minimum 300 words per student • Minimum 6 references per paper • APA Format

Each student will write a research paper on an organization of his or her choice (5-7 pages minimum). The organizational analysis will utilize a minimum of five external, peer-reviewed academic sources and contain the following sections: · What is the organization and how would you describe it? · Who are the leaders of the organization? · Is the organization successful? · How do you determine whether an organization is ethical or not? · Based on your assessment and research, is the organization ethical? · What would you change about the organization to make it better, without sacrificing ethical standards? Each student will write a research paper on an organization of his or her choice (5-7 pages minimum). The organizational analysis will utilize a minimum of five external, peer-reviewed academic sources and contain the following sections: · What is the organization and how would you describe it? · Who are the leaders of the organization? · Is the organization successful? · How do you determine whether an organization is ethical or not? · Based on your assessment and research, is the organization ethical? · What would you change about the organization to make it better, without sacrificing ethical standards?