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Please work through the following tutorials located at the following locations:

Python is a great language for doing data analysis, primarily because of the fantastic ecosystem of data-centric Python packages. Pandas is one of those packages, and makes importing and analyzing data much easier. Pandas builds on packages like NumPy and matplotlib to give you a single, convenient, place to do most of your data analysis and visualization work. In this python data science tutorial, you’ll use Pandas to analyze data on video game reviews from IGN, a popular video game review site. The data was scraped by Eric Grinstein, and can be found here. As you analyze the video game reviews, you’ll learn key Pandas concepts like indexing.

Exercise 1 Link: https://www.dataquest.io/blog/pandas-python-tutorial/

You need basic Python knowledge for this tutorial. If you understand if-else statements, while and for loops, lists, and dictionaries, you’re set to make the most out of this tutorial. You also need a code editor like Visual Code Studio, PyCharm, or Atom. In addition, while we walk through every line of code so you never feel lost, knowing basic pandas would help. Check out our pandas tutorial if you need a refresher.

Exercise 2 Link: https://www.dataquest.io/blog/regular-expressions-data-scientists/

Please screenshot your results and upload them to this Assignment Link.

Write a 6-8 page paper (deliverable length does not include the title and reference pages)

• Why are organizations interested in fostering good business ethics?
• What approach can you take to ensure ethical decision making?
• What trends have increased the risk of using information technology in an unethical manner?

Provide three articles to substantiate the above three questions.

Using the APA format provide a citation for each of the articles you read

Suggestion: Use a search engine (Google) and keywords

Please describe the reasons for having a totally anonymous means of accessing the internet. Please also discuss the dangers of that same internet. Minimum 450 words. Please add references in APA format.

Design and write an algorithm to find all the common elements in two sorted lists of numbers. For example, for the lists 2, 5, 5, 5 and 2, 2, 3, 5, 5, 7, the output should be 2, 5, 5. What is the maximum number of comparisons your algorithm makes if the lengths of the two given lists are m and n, respectively?

retainAll

Write a method called retainAll that takes two sets of integers as parameters and that removes any values in the first set that are not found in the second set. 

For example, given sets: 

s1: [0, 19, 8, 9, 12, 13, 14, 15]  

s2: [0, 19, 2, 4, 5, 9, 10, 11]  

If the following call is made: 

retainAll(s1, s2);  

after the call, the sets would store the following values: 

s1: [0, 19, 9]  

s2: [0, 19, 2, 4, 5, 9, 10, 11]  

You are implementing a two-argument alternative to the standard Set method called retainAll, so you are not allowed to call that method to solve this problem. 

You are also not allowed to construct any structured objects to solve the problem (no set, list, stack, queue, string, etc) although you can construct iterators. 

Your method should not change the second set passed as a parameter.

Several Big Data Visualization tools have been evaluated in this weeks paper. While the focus was primarily on R and Python with GUI tools, new tools are being introduced every day. Compare and contrast the use of R vs Python and identify the pros and cons of each. Provide an example of both programming languages with coding examples as well as your experience in using one or both programming languages in professional or personal work. If you have no experience with either language, please discuss how you foresee using either/both of these languages in visualizing data when analyzing big data.

Please make your initial post and two response posts substantive. A substantive post will do at least two  of the following:

• Ask an interesting, thoughtful question pertaining to the topic
• Answer a question (in detail) posted by another student or the instructor
• Provide extensive additional information on the topic
• Explain, define, or analyze the topic in detail
• Share an applicable personal experience
• Provide an outside source (for example, an article from the UC Library) that applies to the topic, along with additional information about the topic or the source (please cite properly in APA)
• Make an argument concerning the topic.

At least one scholarly source should be used in the initial discussion thread. Be sure to use information from your readings and other sources from the UC Library. Use proper citations and references in your post.

Select one network scanning software tool (there is a list in your required reading slides) and explain in detail how it works and how detects network vulnerabilities. Provide the site where you obtained your information and include that in your assignment write-up.

 Need to complete both 3 & 4 assignments. 

1. Read the Final Assignment direction to understand the scope of your final assignment.
2. Use FAIR Basic Risk Assessment Guide to follow the steps as a guideline.
3. Complete the Risk Management Plan document to attach/include in your final paper.
4. Complete the Business Impact Analysis document to work on your business impact analysis.

• An array is a method used for storing information on multiple devices. Give an example of when you would use an array instead of a collection of variables. Give an example of when you would use a collection of variables instead of an array.
• Flesh out your thoughts and interact with your classmates. Post your initial response by Wednesday each week and then return on a couple of other days to see what’s going on with the discussions. The more you interact, the more you learn from your peers, and the more you share with them about what you know. You will also be showing your instructor what you have picked up.

Jamsa (2013) listed four advantages and two disadvantages of cloud-based database solutions. List each as a Level 1 Heading and explain IN YOUR OWN words, how each affects the success of organizations.

The following requirements should be met:

• Minimum 500 words
• Use Jamsa (2013) as your only source
• Use proper APA 7 formatting