You mention that wealth disparity is a possibility with the application of new technologies, and cite the importance of equality in benefits. I think that assertion raises an interesting question. Are there any examples of a new technology that truly ‘achieves equality in its benefits?’ For example, environmentally-conscious products can be expensive; on one hand, they benefit the environment but on the other hand, they are inaccessible to lower-income Americans.

Another question raised is if there a way that AI or data management could address this? It’s fascinating to explore ethical concerns and how standards are defined and maintained! 

you will generate a NON THREADED, SEQUENTIAL program.  This sequential program will take some input (you can grab this input from the user, or from a command line argument) that it will store in an integer.  (Therefore, there needs to be checks in place to make sure that the number being given can be stored adequately in an integer.  You do not need to use BigInteger or long for this, regular integersis fine.  This is more about design than about function).

Now that you have this number, you want to compute all the prime numbers that exist between 2 and that number (inclusive).

If a number is not prime, you will store that number and a List of its factors in a Map

If a number is prime you will store it in a List.  So, at the conclusion, we have a Map of non primes that contain factors of numbers and a list of primes.

You will time the runtime of your application so that we know how long it will take to build these two structures.  To time your application, simply generate a starting time as soon as you retrieve the number you want to use as the base of your iteration and then stop the timer when you are finished generating your structures.  Report back what the difference is. You can use System.currentTimeMillis(); to do this.

Given the Spam data set for classifying an e-mail is either spam (label 1) or not (label 0). The dataset can be downloaded from https://archive.ics.uci.edu/ml/datasets/SpambaseLinks to an external site.. Compare three ML algorithms: logistic regression, decision tree, and random forest for this binary classification problem. Collect screenshots of critical parts for each question. Type all answers. Submit a pdf report. Use Databrick notebook. The final notebook should be fully documented and uploaded to Canvas as well as the pdf report.

1. (30 points) Find the best model for each ML algorithms. Compute precision, recall, and F1 scores based on ALL data points.  Identify the best ML algorithm based on the statistics computed.

2. (30 points) Use 5 fold (70/30) cross-validation method to find the best model for each ML algorithm using the default ROC criterion. Compare these three ML algorithms and pick the best overall model. Discuss how you reach this conclusion.

3. (20 points) Based on your best model in Q2, identify the most significant features. Discuss how you can take advantage of this finding. 

4. (10 points) Discuss why the best ML algorithm is better than the other two from a theoretical point of view. 

5. (10 points) Does the best model provide a satisfactory classification outcome? Explain. Is there another ML model that may be used to better this result? Discuss and provide the sources of your analysis.

Brothel House Of Pumpeii (PPT)

Following are the steps to complete this assignment:

1. Choose ONE company from the list of world’s largest public companies. Here is the list from Forbes: https://www.forbes.com/global2000/list/#tab:overall (Links to an external site.)

2. Collect Google Trends data for the company of your choice and plot the data from year 2014 to 2019. You can use following code to collect Google Trends data for a given duration: data=gtrends(‘Company_name’, time = paste0(‘2014-01-01′,” “,’2019-12-31’))

3. Submit ONE screenshot image of your plot. You can copy and paste the screenshot in a MS word file and upload the this file.

PowerPoint_Introductory_Capstone2_Summer_Products

PowerPoint_Introductory_Capstone2_Summer_Products

Project Description:

In this project, you will apply skills you practiced from the Objectives in PowerPoint Chapters 1 through 3. You will develop a presentation that Irene Shviktar, Vice President of Marketing, will show at a corporate marketing retreat that summarizes the company’s plans to expand the summer sports product line.

Open   the file named Student_PowerPoint_Capstone2_Summer_Products.pptx downloaded with this project.

Change the Slide Size to   Widescreen, and then change the Colors to Red.

Format the background of Slide 1   with the picture downloaded with this project—pCap2_Boating.jpg. Select the subtitle, and then change the font   color to the first color in the first column. Apply bold to the subtitle.

With Slide 1 displayed, insert   the second slide from the downloaded presentation named pCap2_Company_Overview.pptx.
 

  Mac users: Insert all slides and delete the slide titled Front Range Action Sports with the subtitle that begins Irene Shviktar. 

On Slide 2, in the content   placeholder, center the paragraph, increase the font size to 32, and then   apply bold and italic. If necessary, click the Bullets button to toggle it   off.

On Slide 2, change the line   spacing of the content placeholder text to 1.5. Change the shape fill to the   first color in the eighth column, and then change the font color to the first   color in the second column.

On Slide 2, format the content   placeholder with the first bevel shape effect—Round. Format the title with   the first WordArt style, and increase the font size to 80.
 

  Note, depending on the version of Office used, the effect name may be Circle.   

Display Slide 3, and then change   the slide layout to Content with Caption. In the content placeholder, from   the downloaded project files, insert pCap2_Wakeboard.jpg.   Apply the last Inner Shadow picture effect—Inside: Bottom Right.
 

  Note, depending on the version of Office used, the shadow effect may be named   Inside Diagonal Bottom Right.

On Slide 3, format the slide background   with the Solid Fill Color; in the eight column, the fourth color. Be sure to   apply the background color only to Slide 3. Increase the font size of the   caption placeholder text to 24.

Display Slide 4, and then in the   content placeholder, insert the List type SmartArt graphic Vertical Block   List. Change the color to Colorful –   Accent Colors, and then apply the 3-D Cartoon Effect style. Center the slide   title and hide the background graphics.

In the SmartArt, in the top-left   orange rectangle, type Boating Industry and then click in the rectangle to the right. Type   two bullet points:
Personal   Watercraft
Luxury   Power Boats

In the middle of the SmartArt   graphic, click the gold shape. Type Boating Accessories and then click in the rectangle   to the right. Type two bullet points:
Life   Vest Safety
Anchor   Systems

In the tan shape, type Recreation and then click in the rectangle   to the right. Type two bullet points:
Tubes
Wakeboards

Display Slide 5, and then insert   a new slide with the Two Content layout. On the inserted slide, enter Popular Lake   Recreation Products as   the slide title. Center the title.

On Slide 6, in the content   placeholder on the left, type the following five list items and then change   the font size to 36 and apply the default numbering style.
Wakeboards
Bindings
Life   vests
Tubes
Loungers

On Slide 6 in the placeholder on   the right, search Online Pictures using the search phrase deck chair and then insert an appropriate   image from the results. Select and delete any additional text boxes that may   display when the image is inserted. To avoid file size limitations, compress   the online picture once it is inserted. Change the Height of the picture to   3.5 and then apply the Tight Reflection: Touching effect.
 

  Note, alternatively, search for an image in a web browser, and then download   and insert a relevant image from the results.

Display Slide 7, and then in the   content placeholder, insert a Clustered Column chart. In the worksheet, enter   the following data:
  California Arizona Utah
Year   1 12.2 17.5 6.5
Year   2 14.5 19.2 8.7
Year   3 11.9 18.6 10.6
Year   4 17.6 22.4 11.3

Apply Chart Style 5, and then   remove the Chart Title element. Animate the chart by applying the Wipe   entrance effect.

Display Slide 8, and then hide the   background graphics on the slide. Format the background with the downloaded   picture file—pCap2_Lake.jpg.

On Slide 8, align the text   placeholder to the center of the slide. Change the Font Color to the first   color in the first column and apply Bold.

In the slide thumbnails, select   Slides 5 and 9. Apply a Solid Fill background color using the second color in   the third column, under Theme colors.

Display Slide 9. Insert the   downloaded picture file pCap2_Action.jpg.   Change the picture Height to 4, and then apply a Soft Edges picture   effect of 25 Point.

On Slide 9, use the Crop to   Shape option to change the picture shape to the tenth Basic Shape in the   third row—Cloud. Align the picture to the center and middle of the slide.

On Slide 9, insert a Frame shape   anywhere on the slide. Change the Height to 2.5 and the Width to 4.5, and   then type A Summer Sports Leader in the   shape. Change the Font Size of the text in the frame to 24 and apply the   second style in the third column shape style. Align the shape to the bottom   of the slide. Select the title, picture, and frame, and then align the   objects to the center of the slide. 

To all of the slides in the   presentation, apply the Page Curl transition with the Single Left Effect   Option. Display Slide 6, and then apply the Split entrance effect to the   numbered list.

Display Slide 4. In the Notes   pane, type These are the areas in which we are focusing product   development in the next five years. (include the period)

Insert a Header & Footer for   the Notes and Handouts. Include the Date and time updated automatically, the   Page number, and a Footer with the text Capstone2_Summer_Products.

Save and close the file, and   then submit for grading.

Two pages

2-3 scholarly references

Need to complete my research paper 

need five pages of 

Results,

Discusssion 

Conclusion 

ASSIGNMENT

Step 1, Brainstorm: Think about your field of study as a master’s student. Use one of the two methods taught in class and find 3 articles that report on relevant problems related to the industry associated with your master’s degree program (think about scandals within the last 5 years). Come up with one example using the format below in a simple Word document.

Step 2, Create your Word Document and Answer Questions (it should look similar to p. 5 in Foundations):

FOR EXAMPLE: If my major is Computer Science, I would come up with something like Issue/Problem . 

Issue/Problem 

1) People Involved: 

2) Link to 3 research Articles: 

3) My Research Question: What have researchers learned about 

In your paper, you will develop design prototypes for the login and main menu screens for both the consumer and provider mobile application THS. In addition, you will analyze the key data types that will be used by end users to populate these screens. You will also discuss the components of the overall IT architecture necessary to facilitate the deployment of mobile application technology for THS consumers and providers.

In your paper,

• Develop three to four mobile application screens representing the login and main menu end user screens for consumers of THS.
• Develop three to six mobile application screens representing the login, main menu, and patient results review end user screens for prescribing providers (doctors, nurse practitioners) of THS.
• Articulate the content of each mobile application screen for both the consumer and prescribing providers in detail.
• Critique the consumer mobile application screen designs according to the eight elements of an easy-to-learn-and-use interface . For each of the eight elements, state why your design meets the criteria.
• Critique the provider mobile application screen designs according to the eight elements of use validation rules. Provide a minimum of four specific examples of how you will validate providers’ actions in the mobile design.
• Summarize the top four priority items in the technology application testing plan that you will develop for the applications testing professional who is testing your mobile applications prototypes for the consumers and providers at THS.

The Milestone 2: Login Screen Designs Mobile Applications paper

• Must be 10 to 12 double-spaced pages in length (not including title and references pages) and formatted according to APA Style 
  • utilize either Microsoft PowerPoint or Microsoft Word (Shapes) functionality to generate the login and main menu end user screens. These screen pictures should be included in the body of the paper and referenced as figures utilizing APA Style guidelines.
• Must include a separate title page with the following:
  • Title of paper