All posts by : chebby

 Part 1 –

Following is the link of the Project and Dataset :

https://www.analyticsvidhya.com/blog/2018/05/24-ultimate-data-science-projects-to-boost-your-knowledge-and-skills/

Run the code several times and show the intended output…you also need to EXPLAIN the output…

You will also need to provide output for the following:

Python file containing your code…

Dimensions of the data…

Sample of the data…

Statistical summary of the data…

Class distribution…

One univariate and one multivariate diagram…

Decision Tree…explain the best depth and why?…

Results of training and new data, 80%-20% split…

Accuracy report…what is it telling us?…

Confusion matrix…what is it telling us?…

Classification report…what is it telling us?…

Results of training and new data…

[9:28 PM, 12/10/2020] Mohammed Monroe: Part 1 –

Following is the link of the Project 

1. Iris Data Set

https://www.analyticsvidhya.com/blog/2018/05/24-ultimate-data-science-projects-to-boost-your-knowledge-and-skills/

Run the code several times and show the intended output…you also need to EXPLAIN the output…

You will also need to provide output for the following:

Python file containing your code…

Dimensions of the data…

Sample of the data…

Statistical summary of the data…

Class distribution…

One univariate and one multivariate diagram…

Decision Tree…explain the best depth and why?…

Results of training and new data, 80%-20% split…

Accuracy report…what is it telling us?…

Confusion matrix…what is it telling us?…

Classification report…what is it telling us?…

Results of training and new data, 50%-50% split…

Accuracy report…what is it telling us?…

Confusion matrix…what is it telling us?…

Classification report…what is it telling us?…

Part 2 – Updated Code…

Now that you have a working base of code, let’s apply it to a “real world” scenario…

Find an article or video that shows a potentially SIMILAR usage of the application you created in Part 1…

Update the original application so that it “works” for the NEW application…

In this “Movie Recommendation” project, you might find an article on “book recommendations” …you would then update the original program to handle the new scenario…

YOU MUST UPDATE THE ORIGINAL CODE…do not provide entirely new code base.

Run the code several times and show the intended output…you also need to EXPLAIN the output…

You will also need to provide the same output for THIS application, as you did for the ORIGINAL application…specifically:

Python file containing your code…

Dimensions of the data…

Sample of the data…

Statistical summary of the data…

Class distribution…

One univariate and one multivariate diagram…

Decision Tree…explain the best depth and why?…

Results of training and new data, 80%-20% split…

Accuracy report…what is it telling us?…

Confusion matrix…what is it telling us?…

Classification report…what is it telling us?…

Results of training and new data, 50%-50% split…

Accuracy report…what is it telling us?…

Confusion matrix…what is it telling us?…

Classification report…what is it telling us?…

                                                    (OR)

building an AI machine/Deep learning applicationPart 1 –

Following is the link of the Project and Dataset :

https://www.analyticsvidhya.com/blog/2016/06/quick-guide-build-recommendation-engine-python/

https://grouplens.org/datasets/movielens/100k/

Run the code several times and show the intended output…you also need to EXPLAIN the output…

You will also need to provide output for the following:

Python file containing your code…

Dimensions of the data…

Sample of the data…

Statistical summary of the data…

Class distribution…

One univariate and one multivariate diagram…

Decision Tree…explain the best depth and why?…

Results of training and new data, 80%-20% split…

Accuracy report…what is it telling us?…

Confusion matrix…what is it telling us?…

Classification report…what is it telling us?…

Results of training and new data, 50%-50% split…

Accuracy report…what is it telling us?…

Confusion matrix…what is it telling us?…

Classification report…what is it telling us?…

Part 2 – Updated Code…

Now that you have a working base of code, let’s apply it to a “real world” scenario…

Find an article or video that shows a potentially SIMILAR usage of the application you created in Part 1…

Update the original application so that it “works” for the NEW application…

In this “Movie Recommendation” project, you might find an article on “book recommendations” …you would then update the original program to handle the new scenario…

YOU MUST UPDATE THE ORIGINAL CODE…do not provide entirely new code base.

Run the code several times and show the intended output…you also need to EXPLAIN the output…

You will also need to provide the same output for THIS application, as you did for the ORIGINAL application…specifically:

Python file containing your code…

Dimensions of the data…

Sample of the data…

Statistical summary of the data…

Class distribution…

One univariate and one multivariate diagram…

Decision Tree…explain the best depth and why?…

Results of training and new data, 80%-20% split…

Accuracy report…what is it telling us?…

Confusion matrix…what is it telling us?…

Classification report…what is it telling us?…

Results of training and new data, 50%-50% split…

Accuracy report…what is it telling us?…

Confusion matrix…what is it telling us?…

Classification report…what is it telling us?…

Please do the following exercises in The Art of Prolog, Second Edition and submit a ZIP file consisting of your submission files.  There should be a separate file ending in .prolog or .pl for each section.  (Keep in mind that the .pl file extension unfortunately conflicts with Perl, a language that is far more popular than Prolog; this is important when dealing with syntax highlighters and other text editor and IDE features.)  Please make sure that your solutions run in SWI-Prolog in order to receive full credit.

Section 8.2 (p. 153-154): i, ii

Section 9.2 (p. 173): i

Section 10.1 (p. 179): i, ii

Section 11.1 (p. 195): i, ii, iii

Section 11.3 (p. 202): i, ii

link to the book:  Go to https://mitpress.mit.edu/books/art-prolog-second-edition and click “Open Access” and click “Download PDF” 

What is considered a systematic review of literature? Why is it important to incorporate into your support of evidence?

Follow the steps and instructions given in the IST 634 Assignment file

Instructions:

You will complete this assignment in Python 3.x. Make sure you have downloaded the software, and it is installed correctly. You will download it from this site.

You will code the following and submit it in one file. Use the information in the Lessons area for this week to assist you. Save it as a python file (.py), and upload it into the Assignments area.

• Create a comment block (starts at line 1 in the code) with the following information:

“

Joshua Kreider

Week 8

26DEC2020

“

• Problem 1: Create a list (or tuple only, no dictionary) that contains the months of the year. ( do not hardcode the month number)
• Problem 2: Create a loop to print the number and the months of the year from the list. 
•      The output should like this:

Month 1 is January

Month 2 is February

….

….

Month 12 is December

 For your written assignment this week, complete a case study of the organization you work for (use a hypothetical or “other” organization if more applicable) that will address the following prompts:

 • Describe the organization’s environment, and evaluate its preparedness for virtualization.

• Explain Microsoft (or another product) licensing for virtualized environments.

• Recommend a configuration for shared storage; make sure to discuss the need for high availability and redundancy for virtualization for the organization.

• Explain Windows Azure capabilities for virtual machines and managing a hybrid cloud, including Windows Azure’s Internet as a Service (IaaS) and storage capabilities

Make a recommendation for cloud computer use in the organization, including a justification for your recommendations.

• Be approximately four to six pages in length (1200-1800 words), not including the required cover page and reference page.

Discussion 5.1

Describe IAD’s set of top strategies to fit these goals of “Confidence in Cyberspace” guide.

Discussion 5.2

Describe PKI, what is it? What components/parts/parties is it constituted of?  

Case Study 5.1

Describe Four Major Concepts of Cryptography. 

Writing Requirements

• 3–4 pages in length  (excluding cover page, abstract, and reference list)
• Include at least two peer-reviewed sources that are properly cited
• APA format, Use the APA template located in the Student Resource Center to complete the assignment.
• Please use the Case Study Guide as a reference point for writing your case study.

REFRENCES SHOULD NOT BE OLDER THAN 2015

REFRENCES SHOULD NOT BE OLDER THAN 2015

Weekly Summary 5.1

Each week you will write and submit a brief summary of the important concepts learned during the week. The summary will include a summary of the instructor’s weekly lecture including any videos included in the lecture.

This week you will use the Bureau of Labor Statistics website to search for income data on the occupation you are seeking.  Visit the following website:  https://www.bls.gov/bls/blswage.htm (Links to an external site.) 

The BLS has wage information for hundreds of jobs and data can also be found by state. There is much information here so take some time to browse around. 

Once you arrive at the site, complete the following steps to gather the data you need to answer the discussion questions.

Part 1

• Search for information on your occupation by clicking on national wage data 800 occupations. This will take you to the Occupational Employment Statistics page.
• Scroll to the bottom of that page for a table listing the major and sub-job categories. Note in the first column there is an occupation code. For example, accountants and auditors have the code 13-2011 and are listed under banking and financial operations.
• Click on the job title to find earnings information. There you will find mean wages as well as percentiles and the 5-number summary.
• Compare the mean and median pays. For example, the mean pay for accountants was $78,800 and the median was $70,500.
• Record the information on percentiles, the 5-number summary, the mean and the median.

Part 2

• Above the data on the occupation page, you will find the following links:
  • National estimates for this occupation
  • Industry profile for this occupation
  • Geographic profile for this occupation.
• Select the geographic profile to view maps of the states.
• Scroll down to the map that presents mean wages by state using the color code.
• Compare the ranges of wages of the states based on the ranges presented. 
• Identify the highest paying and lowest paying states.

Step 3

Include the following in your discussion post:

• Share the information you found in steps 1 and 2.
• Discuss your interpretation of the statistics you recorded in Part 1.
  • Percentiles
  • Mean
  • Median
• How different are the salaries shown in the map of states?
  • What is the range for your state?
  • Would you move to another state based on this data?
  • What other statistics would you want to know before making that decision?
• What effect do the lowest paid and highest paid states have on the calculation of the mean and median for the United States?
• Suppose you were asked by a potential employer to request a salary. Which is the best measure to use to find “average” earnings for your occupation? Explain your answer.

 What are the various technologies employed by wireless devices to maximize their use of the available radio frequencies? Also discuss methods used to secure 802.11 wireless networking in your initial thread. 

  Minimum 600 words

This assignment should be in APA format and have to include at least two references.

Since it is so dangerous, why would designers install software into the kernel at all (or make use of kernel software)? If you were an antivirus designer or maker, what other methods do you utilize to prevent virus?