Complete the Developing Intimacy with your Data Exercise located at the following link:

Working With Data (Click chapter 4 and then exercises)

Submit a brief paper discussing:

• Why you selected your data set?
• What are the physical properties of the data set?
• What could you do/would you need to do to clean or modify the existing data to create new values to work with? 
• What other data could you imagine would be valuable to consolidate the existing data?

Include a screenshot showing your using R, SQL, or Python to perform a manipulation of your data.

Exercises

DEVELOPING INTIMACY WITH YOUR DATA

This exercise involves you working with a dataset of your choosing. Visit the Kaggle website, browse through the options and find a dataset of interest, then follow the simple instructions to download it. With acquisition completed, work through the remaining key steps of examining, transforming and exploring your data to develop a robust familiarisation with its potential offering:

Examination: Thoroughly examine the physical properties (type, size, condition) of your dataset, noting down useful observations or descriptions where relevant.

Transformation: What could you do/would you need to do to clean or modify the existing data to create new values to work with? What other data could you imagine would be valuable to consolidate the existing data?

Exploration: Using a tool of your choice (such as Excel, Tableau, R) to visually explore the dataset in order to deepen your appreciation of the physical properties and their discoverable qualities (insights) to help you cement your understanding of their respective value. If you don’t have scope or time to use a tool, use your imagination to consider what angles of analysis you might explore if you had the opportunity? What piques your interest about this subject?

(You can, of course, repeat this exercise on any subject and any dataset of your choice, not just those on Kaggle.)

 After completing the reading this week, we reflect on a few key concepts this week:

1. Discuss what power in the context of leadership is and how it relates to bullying within organizations.  Also note how this impacts productivity.
2. Discuss what organizational culture is and how it impacts work productivity.  Also, note how organizational culture impacts the success of innovation implementation.
3. How does culture impact leadership? Can culture be seen as a constraint on leadership?

Week Ten Assignment

Define several forms of metadata that can be useful to an investigation. How are valuable to an investigator?

Post between 200 and 300 words.

Use your own words

1) What type of device or system did you select to conduct your forensics investigation?

2) What tool did you use for the data capture? 

3) What did you learn from the experience?

· No Plagiarism 

· APA Format required

· Each Answer Should be 350 words without References.

!!! NEED 2 ANSWERS FOR ABOVE QUESTIONS WITH 0% PLAGIARISM!!!!

!!! One Answer using FTK IMAGER LITE Tool !!! 

!!! Second Answer using Autopsy Tool !!! 

– This research paper will be 8-10 pages  ( excluding the title page and reference page) CAN BE ANY TOPIC PERTAINING TO STRATEGIC PLANNING!

    –  (4) Peer review or Scholarly  sources

    –  (2) Non-peer reviewed sources

    – APA 7 correct

A 10 slides in PPT 

Minimum Length 700 Words.

Briefly respond to all the following questions. Make sure to explain and backup your responses with facts and examples. This assignment should be in APA format and have to include at least two references.

Using Figure 5.4 as the target architecture, who are the threat agents who will be most interested in attacking Web applications created through AppMaker?

Assignment Question :   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?

Discussion: 1. Some people say that chatbots are inferior for chatting. Others disagree. 

Discussion:2. Discuss the financial benefits of chatbots.

  Please find the attached document for the exercise

Business Case

Robert Jones is a manager of several Sales Organizations at Global Bike Inc. His responsibilities are to monitor and manage sales activities. He has a number of systems to assist with the recording of day-to-day transactions, and at the end of each month he is provided with a report which displays each sale. The format of the report is illustrated below. Although this report provides a lot of information, the information is not in a format that can easily assist in the type of decisions he is required to make. The sales data is delivered by the IT Department in the following format:

The primary purpose of an information system is to process information to produce reports to facilitate decision making. Reports may appear in various formats and used to support a diverse range of organizational decisions. Reports provide a mechanism for organizing, analyzing, presenting and delivering information to end users. A common classification of reports is based on the types of systems which they are built from. On-Line Transaction Processing (OLTP) systems as the name suggests are optimized for transaction processing. They process real time information and are accessed by many users. The reports are derived from the various business transactions and predominately support tactical decision making.

An alternative information system is On-Line Analytical Processing (OLAP). This type of processing allows users to analyze information by creating multidimensional reports. They deal with large volumes of aggregated historical data. OLAP based reports are more flexible than the more traditional reports produced by an OLTP system. 

As mentioned previously OLTP reports provide information about particular transactions. 

The flexibility of OLAP reporting assists end users in understanding why particular business events have occurred and or forecast what may occur in the future. OLAP systems and their ability for multi-dimensional reporting are considered an important component of Business Intelligence. OLTP systems often provide the transactional data which is used as an input for OLAP system’s multi-dimensional reports.

Your task is to suggest to Robert Jones what type of systems (OLTP or OLAP) he can use to find answers to these questions:

#

Process

Systems (OLTP or OLAP)

1

Who purchased a particular product?

2

How much did an employee get paid?

3

How many of a product was manufactured?

4

What   are the total sales for each product? 

5

What   are the total sales for each department?

6

Which   salesperson has sold the most?

7

Which   products does each salesperson sell the most of?

8

In   which month did most of the sales occur?

9

Which customer   spent the least amount of money in February? 

10

Which customer   spent the most in February and which sales person was responsible for the   majority of these sales? 

Please check for plagiarism and provide the turnitin report for the attached document.