Identify five main themes from the attached list that answered the below questio

Identify five main themes from the attached list that answered the below questio

Identify five main themes from the attached list that answered the below questions. Use graphs to show data and comparison from codes. Write 50 words each to explain how each emerged themes answered the below questions.
How do the driver shortage in the trucking industry impact demands.
What aided to the success of meeting demands
What aided to the failure of meeting demands
What are the different causes of driver shortage in the trucking industry
What are some strategies that can alleviate in reducing driver shortage concern in the trucking industry

Homework 3 – Data Preparation Objectives: Master data preparation concepts and

Homework 3 – Data Preparation
Objectives:
Master data preparation concepts and

Homework 3 – Data Preparation
Objectives:
Master data preparation concepts and apply the methods with a real-world data set
Practice how to perform data preparation with RapidMiner software
Descriptions
In the homework, you will find a real-world data set of your choice, pose a research question, and then apply data preparation/scrubbing with RapidMiner software, if necessary, to answer your research question.
Instructions:
1. Find a data set of your choice (or you can directly use catalog.csv, raw-customer-churn-data.csv on Blackboard). Keep in mind the chosen data set should have at least 50 observations. You may not use any dataset that is used in a RapidMiner demo, posted on the web.
2. Based on your chosen data set, pose your research question.
3. Import your data set into RapidMiner, and drag the data set into the Process window. Run the process and examine your data set.
4. Does your data set have missing values? Does your data set have inconsistent values? Is it appropriate to reduce the number of attributes in your data set? Is it appropriate to reduce the number of observations? Perform applicable data scrubbing/preparation activities and explain whether or not the activities applied help answer your research question.
Reflection:
Summarize what you did and reflect on the roles of your data preparation/scrubbing activities in answering your research question.
ITMG 516
NAME: DATE:
HOMEWORK #:
RESEARCH QUESTION:
DATA SET SOURCE:
NUMBER OF COLUMNS:
NUMBER OF ROWS:
SCREENSHOTS:

For this assignment, you must write an article using the template provided in th

For this assignment, you must write an article using the template provided in th

For this assignment, you must write an article using the template provided in the weekly resources that evaluates the strengths and weaknesses of the Windows, Linux, and macOS operating systems so consumers can make an informed choice when purchasing an OS for their home computer system.
Your article must answer the following questions:
Can the OS be customized? If so, how can this be accomplished? What is the risk of manipulating the kernel, as it is done in Linux?
IS the OS easy to use? Support your answers.
What is the average cost of the OS?
Can the OS support portable media?
What are the security features of the OS?
Is the OS stable and reliable?
Develop a conceptual diagram depicting the main operating functions starting with processing groups, like hardware interface commands, scheduler, interrupts, resource allocation and handling, services, and security. Insert it in your article, and submit the original image.
Length: 2 page, 2-column article using the provided template. Conceptual diagram or table.
References: Include a minimum of 3 scholarly resources.
The completed assignment should address all of the assignment requirements, exhibit evidence of concept knowledge, and demonstrate thoughtful consideration of the content presented in the course. The writing should integrate scholarly resources, reflect academic expectations and current APA standards

For this assignment, you must write an article using the template provided in th

For this assignment, you must write an article using the template provided in th

For this assignment, you must write an article using the template provided in the weekly resources that evaluates the strengths and weaknesses of the Windows, Linux, and macOS operating systems so consumers can make an informed choice when purchasing an OS for their home computer system.
Your article must answer the following questions:
Can the OS be customized? If so, how can this be accomplished? What is the risk of manipulating the kernel, as it is done in Linux?
IS the OS easy to use? Support your answers.
What is the average cost of the OS?
Can the OS support portable media?
What are the security features of the OS?
Is the OS stable and reliable?
Develop a conceptual diagram depicting the main operating functions starting with processing groups, like hardware interface commands, scheduler, interrupts, resource allocation and handling, services, and security. Insert it in your article, and submit the original image.
Length: 2 page, 2-column article using the provided template. Conceptual diagram or table.
References: Include a minimum of 3 scholarly resources.
The completed assignment should address all of the assignment requirements, exhibit evidence of concept knowledge, and demonstrate thoughtful consideration of the content presented in the course. The writing should integrate scholarly resources, reflect academic expectations and current APA standards

Sketch a UML class diagram for a viable inheritance hierarchy to show Employee,

Sketch a UML class diagram for a viable inheritance hierarchy to show Employee,

Sketch a UML class diagram for a viable inheritance hierarchy to show Employee, Cashier, and SalesAssociate classes, plus at least two appropriate Interface(s). READ THE DOCUMENTS

Your report should address the following: Include the corrected visualization (

Your report should address the following:
Include the corrected visualization (

Your report should address the following:
Include the corrected visualization (based on instructor feedback).
What was significant about the data?
What hypothesis can you make about the data set?
What could be added to the data to increase its usefulness?
Were there any anomalies?
Instructor feedback (there are areas where your visualizations could be improved to better convey information effectively. While you outlined the use of various visualization types, such as pie charts, donut charts, and tables, it’s important to consider the appropriateness of each chart type for the specific data being presented. For instance, using bar charts, horizontal bar charts, or line charts would be more suitable for comparing values across categories, especially for displaying the number of games available on each platform and identifying the platform, genre, and game with the highest critic and user scores. Additionally, addressing the missing data and its potential impact on the accuracy of system scores demonstrates awareness of data integrity, but it’s essential to ensure that the visualizations accurately reflect the available data. By refining your choice of visualization types and ensuring data accuracy, you can enhance the effectiveness of your visualizations in conveying insights to stakeholders. )
I tried to improve the visualization but how i can make them better

Your report should address the following: Include the corrected visualization (

Your report should address the following:
Include the corrected visualization (

Your report should address the following:
Include the corrected visualization (based on instructor feedback).
What was significant about the data?
What hypothesis can you make about the data set?
What could be added to the data to increase its usefulness?
Were there any anomalies?
Instructor feedback (there are areas where your visualizations could be improved to better convey information effectively. While you outlined the use of various visualization types, such as pie charts, donut charts, and tables, it’s important to consider the appropriateness of each chart type for the specific data being presented. For instance, using bar charts, horizontal bar charts, or line charts would be more suitable for comparing values across categories, especially for displaying the number of games available on each platform and identifying the platform, genre, and game with the highest critic and user scores. Additionally, addressing the missing data and its potential impact on the accuracy of system scores demonstrates awareness of data integrity, but it’s essential to ensure that the visualizations accurately reflect the available data. By refining your choice of visualization types and ensuring data accuracy, you can enhance the effectiveness of your visualizations in conveying insights to stakeholders. )
I tried to improve the visualization but how i can make them better

Lab 6: Maintenance Tools in MS Windows PURPOSE: The purpose of this project is t

Lab 6: Maintenance Tools in MS Windows
PURPOSE: The purpose of this project is t

Lab 6: Maintenance Tools in MS Windows
PURPOSE: The purpose of this project is to introduce Configuration Management methodology used in enterprise IT infrastructures. Configuration management can be defined as a systems engineering process for establishing consistency of a product’s attributes throughout its life.
In our lecture titled Introduction to Configuration Management, discusses the practice of centrally managing the configure of systems and applications was presented:
The following configuration management lifecycle was identified:
Students will explore configuration management features built into the Windows Operating system. This means various tools distributed as part of the Windows operating systems (Group Policies, MSI, WSUS, ADK, etc).
OVERVIEW: Student will:
Explore, identify, and explain Security Settings features in the Windows operating system.
Explore, identify, and explain OS Deployment methods available in the Windows operating system.
Explore, identify, and explain managing OS patch management available in the Windows operating system.
Explore, identify, and explain Applications deployment features available within the Windows operating system software.
Report on their findings.
Submission and Assessment Guidelines
IDENTIFYING REPORT INFORMATION:Name, student ID, course/section number, and Lab Project Name in upper right hand corner
Page numbers on bottom in center
ACTIVITIES:Screen captures (with Captions) of examples of the above configuration management tools found within the Windows operating system pertaining to the above topics.
SUMMARY: Embed narrative of 4+ paragraph (Min 1,000 Words) on your project’s success.
CITATIONS: Please cite your sources in a References section at the end of your Lab Project, properly cited within your document where referenced.