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New England College of Business and Finance ?Managerial Challenge Essay
Managerial Challenge
After reading the section titled “Dominant Microprocessor Company Intel Adapts to Next Trend” (Ch ...
New England College of Business and Finance ?Managerial Challenge Essay
Managerial Challenge
After reading the section titled “Dominant Microprocessor Company Intel Adapts to Next Trend” (Chapter 11 pg. 384-385) and the article titled “2018-2019 Intel Corporate Responsibility Report: Creating Value through Transparency,” complete a list of reasons how a single firm like Intel comes to dominate some markets.
Ashford University IT Business Alignment Discussion
Prior to beginning work on this discussion, review the ComputerworldPH (2010) IT Leadership Series: IT Business Alignment ...
Ashford University IT Business Alignment Discussion
Prior to beginning work on this discussion, review the ComputerworldPH (2010) IT Leadership Series: IT Business Alignment How the Times Have Changed (Links to an external site.) video. Research and identify an additional organization that has fully integrated IT into their business model. This research may be conducted online or through the University of Arizona Global Campus Library; however, the research must be from either scholarly or industry sources.
In an initial post of at least 500 words, explain how the organization has eliminated the lines between IT and the business and how this synthesis has helped make the organization successful. Consider what the identified organization may have done before IT was fully integrated into the business and provide an evaluation of how the tight integration of business and IT has changed the organization. Provide an analysis of how the fully embedded IT has provided additional opportunities that did not exist before the integration. Explain how the integration of IT management and leadership principles into the business model might affect the organization’s ongoing strategic planning. Support your discussion with sources from your research.
Disaster Recovery Plan
Disaster Recovery Plan This assignment consists of two (2) parts: a written paper and a PowerPoint presentation. You must ...
Disaster Recovery Plan
Disaster Recovery Plan This assignment consists of two (2) parts: a written paper and a PowerPoint presentation. You must submit both parts as separate files for the completion of this assignment. Label each file name according to the section of the assignment it is written for. Additionally, you may create and / or assume all necessary assumptions needed for the completion of this assignment. In recent years, organizations have witnessed the impact of having effective and non-effective business continuity plans and disaster recovery plans. In today’s environment, with significant potential natural disasters, terrorist threats, and other man-made threats, it is critical that organizations develop effective business continuity plans and disaster recovery plans. Select an organization that you are familiar with, such as where you currently or previously have worked, contact a local organization, or search on the Internet for the needed detail of an organization you are interested in. Prepare a disaster recovery plan policy for that organization. Part 1: Written Paper 1. 1. Write a six to eight (6-8) page paper in which you: a. Provide an overview of the organization that will be delivered to senior management, defining the business goals and objectives and the size, layout, and structure of the organization. b. Include a diagram of the organization’s network architecture and the proposed network architecture of an alternate computing facility in the event of a disaster (or the actual network architecture of the alternate computing facility if one already exists) through the use of graphical tools in Microsoft Word or Visio, or an open source alternative such as Dia. Note: The graphically depicted solution is not included in the required page length. c. Develop the DRP Policy, including: i. Disaster declaration ii. Assessment of security iii. Potential disaster scenarios and methods of dealing with the disaster iv. Disaster recovery procedures d. Develop an Incident Response Team (IRT) charter, which includes the following sections: i. Executive summary ii. Mission statement iii. Incident declaration iv. Organizational structure v. Roles and responsibilities vi. Information flow and methods of communication vii. Methods and services provided by the IRT viii. Authority and reporting procedures Your assignment must follow these formatting requirements: Be typed, double spaced, using Times New Roman font (size 12), with one-inch margins on all sides; citations and references must follow APA or school-specific format. Check with your professor for any additional instructions. Include a cover page containing the title of the assignment, the student’s name, the professor’s name, the course title, and the date. The cover page and the reference page are not included in the required assignment page length. Include charts or diagrams created in MS Visio or Dia as an appendix of the infrastructure document. All references to these diagrams must be included in the body of the infrastructure document. Part 2: PowerPoint Presentation Use Microsoft PowerPoint to:2. Create a twelve to fourteen (12-14) slide presentation that will be presented to the agency’s management, in which you: a. Summarize the elements of the DRP Policy and IRT Charter, covering the main elements from Steps 3 and 4 above. b. Include an introduction and conclusion slide. The specific course learning outcomes associated with this assignment are: Describe the different ISS policies associated with risk management. Compare and contrast the different ISS policies associated with incident response teams (IRT). Use technology and information resources to research issues in security strategy and policy formation. Write clearly and concisely about Information Systems Security Policy topics using proper writing mechanics and technical style conventions.
Linear Algebra and Decision Tree Classifier Machine Learning Worksheet
Question 1. Decision Tree Classifier Data: The zip file “hw2.q1.data.zip” contains 3 CSV files: “hw2.q1.train.cs ...
Linear Algebra and Decision Tree Classifier Machine Learning Worksheet
Question 1. Decision Tree Classifier Data: The zip file “hw2.q1.data.zip” contains 3 CSV files: “hw2.q1.train.csv” contains 10,000 rows and 26 columns. The first column ‘y’ is the output variable with 2 classes: 0, 1. The remaining 25 columns contain input features: x_1, …, x_25. “hw2.q1.test.csv” contains 5,000 rows and 41 columns. The first column ‘y’ is the output variable with 2 classes: 0, 1. The remaining 25 columns contain input features: x_1, …, x_25.“hw2.q1.new.csv” contains 30 rows and 26 columns. The first column ‘ID’ is an identifier for 30 unlabeled samples. The remaining 25 columns contain input features: x_1, …, x_25. Task 1. Use 5-fold cross-validation with the 10,000 labeled exampled from “hw2.q1.train.csv” to determine the fewest number of rules using which a decision tree classifier can achieve mean cross-validation accuracy of at least 0.96.Report the number of rules needed, the cross-validation accuracy obtained, and all the hyper-parameter values for the DecisionTreeClassifier. Number of rules needed: ……5…………. Mean cross-validation accuracy: ………………………. (rounded to 4 decimal places) Hyper-parameter values for selected DecisionTreeClassifier model: Task 2. Train a DecisionTreeClassifier with the hyper-parameter values determined in Task 1 on all 10,000 training samples and use it to predict the output class ‘y’ for the 2,000 examples in “hw2.q1.test.csv”. Report the following: Accuracy on 2,000 test examples: ……………………(rounded to 4 decimal places)Classification report for the 2,000 test examples: Of the 952 test samples that belong to class y=1, how many are correctly predicted (according to your classification report)?
Babel University Cluster Analysis and Data Mining Discussion
Consider the mean of a cluster of objects from a binary transaction data set. What are the minimum and maximum values of t ...
Babel University Cluster Analysis and Data Mining Discussion
Consider the mean of a cluster of objects from a binary transaction data set. What are the minimum and maximum values of the components of the mean? What is the interpretation of components of the cluster mean? Which components most accurately characterize the objects in the cluster?Please ensure to cite the Author, YYYY with any content brought into the discussion.
CU The Entity Relationship ER Model a High Level Data Framework Question
Produce an ER Model for the following scenario (presented in Step 1 below) and business need, for the Pythagoras Math Acad ...
CU The Entity Relationship ER Model a High Level Data Framework Question
Produce an ER Model for the following scenario (presented in Step 1 below) and business need, for the Pythagoras Math Academy. Reference the attached video (Course Project Ph2 Video.mp4), for a full introduction and demonstration and expectations for this project.
Deliverables:
ER Model for the scenario presented.
You have the option to use MS Visio (if you have the software) to produce your ER Model.
Alternatively, if you do not have MS Visio, you can use the ERD PLUS (Open source ER Modeling Software) and produce your ER Model.
Required Software:
MS Visio by Microsoft OR
ERD PLUS, Open Source Offering. This offering is cloud-based, and you do not need to download any clients. You will need to create an account (username and password), link to this offering follows: https://erdplus.com
Lab Steps:
Step 1: Read and understand the Scenario and Business needs presented below. Define and document the ENTITIES, and RELATIONSHIPS, required to address the business needs. The nouns in the scenario below will give the ENTITIES that you will need. Finally, the verbs will describe the RELATIONSHIPS.
Scenario and Business Need
The Pythagoras Math Academy is in need to develop a database to keep track and control of his students, teachers, and classes offered.
Teachers are able to teach multiple courses. But they are required to be certified on the course they are teaching. For example, only a group of teachers are certified to teach Algebra, and other Geometry.
Students can take multiple courses. Courses are taught by teachers with the proper certification and have multiple certs as needed. Courses are taught in one of the classrooms at one of the School’s several sites.
Each classroom is optimized to serve the needs for a course (for example some courses might require computer labs and whiteboards). The school needs to keep track of the math courses delivered in each of the sites.
Step 2: For this project, you are required to use MS Visio or ERD PLUS to produce the deliverables.
If you are using MS Visio follow the steps below:
Reference the Course Project Ph2 VIDEO.mp4, for a short demonstration and tutorial of this tool, and project overview/ expectations.
Open MS Visio
Click on the Software Database Template in the main window
Select the Database Model Diagram Template to open a new file.
Save the File and ensure to have in your file name PROJECT2_LastName_FistInitial.
If you are using ERD PLUS.
Watch the recorded short tutorial for this tool. Reference the attached video as follows: Course Project Ph2 VIDEO.mp4.
From the ERP PLUS main interface, select DOCUMENTS --> NEW DIAGRAM (NAME YOUR DIAGRAM) -->ER DIAGRAM --> CREATE
Reference demonstration video for how to navigate tool, how to create entities, add attributes, relationships, and Cordiality. Demonstration video attached as follows: Course Project Ph2 VIDEO.mp4
Step 3: Define and Database ENTITIES
Add an entity for each Table you identified in the Scenario and Business Need.
You will use the MS Visio tool, or the ERD PLUS open source offering to complete this step.
Step 4: ADD the required ENTITY ATTRIBUTES
Add the required Attributes for each Entity that you feel would help to define each Entity as needed.
Select one of the attributes to be PRIMARY KEY (PK)
Step 5: Define RELATIONSHIPS
Use the Crow’s Feet Notation.
Reference recorded demonstrations on how to use these notations, for MS Visio and ERD PLUS. Reference attached video as follows: Course Project Ph2 VIDEO.mp4
Drag and drop (draw) relationships between the entities you defined.
Connect the ends to the two entities for each relation.
Defined the Primary Key for the parent entity.
Step 6: Define CARDINALITY RELATIONSHIP
Set the cardinality for each of your relationships defined in Step 5.
For MS Visio: select a relationship line in the drawing area that is connecting two entities. In the Database Properties window, select the miscellaneous category. Select the cardinality for the selected relationship.
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New England College of Business and Finance ?Managerial Challenge Essay
Managerial Challenge
After reading the section titled “Dominant Microprocessor Company Intel Adapts to Next Trend” (Ch ...
New England College of Business and Finance ?Managerial Challenge Essay
Managerial Challenge
After reading the section titled “Dominant Microprocessor Company Intel Adapts to Next Trend” (Chapter 11 pg. 384-385) and the article titled “2018-2019 Intel Corporate Responsibility Report: Creating Value through Transparency,” complete a list of reasons how a single firm like Intel comes to dominate some markets.
Ashford University IT Business Alignment Discussion
Prior to beginning work on this discussion, review the ComputerworldPH (2010) IT Leadership Series: IT Business Alignment ...
Ashford University IT Business Alignment Discussion
Prior to beginning work on this discussion, review the ComputerworldPH (2010) IT Leadership Series: IT Business Alignment How the Times Have Changed (Links to an external site.) video. Research and identify an additional organization that has fully integrated IT into their business model. This research may be conducted online or through the University of Arizona Global Campus Library; however, the research must be from either scholarly or industry sources.
In an initial post of at least 500 words, explain how the organization has eliminated the lines between IT and the business and how this synthesis has helped make the organization successful. Consider what the identified organization may have done before IT was fully integrated into the business and provide an evaluation of how the tight integration of business and IT has changed the organization. Provide an analysis of how the fully embedded IT has provided additional opportunities that did not exist before the integration. Explain how the integration of IT management and leadership principles into the business model might affect the organization’s ongoing strategic planning. Support your discussion with sources from your research.
Disaster Recovery Plan
Disaster Recovery Plan This assignment consists of two (2) parts: a written paper and a PowerPoint presentation. You must ...
Disaster Recovery Plan
Disaster Recovery Plan This assignment consists of two (2) parts: a written paper and a PowerPoint presentation. You must submit both parts as separate files for the completion of this assignment. Label each file name according to the section of the assignment it is written for. Additionally, you may create and / or assume all necessary assumptions needed for the completion of this assignment. In recent years, organizations have witnessed the impact of having effective and non-effective business continuity plans and disaster recovery plans. In today’s environment, with significant potential natural disasters, terrorist threats, and other man-made threats, it is critical that organizations develop effective business continuity plans and disaster recovery plans. Select an organization that you are familiar with, such as where you currently or previously have worked, contact a local organization, or search on the Internet for the needed detail of an organization you are interested in. Prepare a disaster recovery plan policy for that organization. Part 1: Written Paper 1. 1. Write a six to eight (6-8) page paper in which you: a. Provide an overview of the organization that will be delivered to senior management, defining the business goals and objectives and the size, layout, and structure of the organization. b. Include a diagram of the organization’s network architecture and the proposed network architecture of an alternate computing facility in the event of a disaster (or the actual network architecture of the alternate computing facility if one already exists) through the use of graphical tools in Microsoft Word or Visio, or an open source alternative such as Dia. Note: The graphically depicted solution is not included in the required page length. c. Develop the DRP Policy, including: i. Disaster declaration ii. Assessment of security iii. Potential disaster scenarios and methods of dealing with the disaster iv. Disaster recovery procedures d. Develop an Incident Response Team (IRT) charter, which includes the following sections: i. Executive summary ii. Mission statement iii. Incident declaration iv. Organizational structure v. Roles and responsibilities vi. Information flow and methods of communication vii. Methods and services provided by the IRT viii. Authority and reporting procedures Your assignment must follow these formatting requirements: Be typed, double spaced, using Times New Roman font (size 12), with one-inch margins on all sides; citations and references must follow APA or school-specific format. Check with your professor for any additional instructions. Include a cover page containing the title of the assignment, the student’s name, the professor’s name, the course title, and the date. The cover page and the reference page are not included in the required assignment page length. Include charts or diagrams created in MS Visio or Dia as an appendix of the infrastructure document. All references to these diagrams must be included in the body of the infrastructure document. Part 2: PowerPoint Presentation Use Microsoft PowerPoint to:2. Create a twelve to fourteen (12-14) slide presentation that will be presented to the agency’s management, in which you: a. Summarize the elements of the DRP Policy and IRT Charter, covering the main elements from Steps 3 and 4 above. b. Include an introduction and conclusion slide. The specific course learning outcomes associated with this assignment are: Describe the different ISS policies associated with risk management. Compare and contrast the different ISS policies associated with incident response teams (IRT). Use technology and information resources to research issues in security strategy and policy formation. Write clearly and concisely about Information Systems Security Policy topics using proper writing mechanics and technical style conventions.
Linear Algebra and Decision Tree Classifier Machine Learning Worksheet
Question 1. Decision Tree Classifier Data: The zip file “hw2.q1.data.zip” contains 3 CSV files: “hw2.q1.train.cs ...
Linear Algebra and Decision Tree Classifier Machine Learning Worksheet
Question 1. Decision Tree Classifier Data: The zip file “hw2.q1.data.zip” contains 3 CSV files: “hw2.q1.train.csv” contains 10,000 rows and 26 columns. The first column ‘y’ is the output variable with 2 classes: 0, 1. The remaining 25 columns contain input features: x_1, …, x_25. “hw2.q1.test.csv” contains 5,000 rows and 41 columns. The first column ‘y’ is the output variable with 2 classes: 0, 1. The remaining 25 columns contain input features: x_1, …, x_25.“hw2.q1.new.csv” contains 30 rows and 26 columns. The first column ‘ID’ is an identifier for 30 unlabeled samples. The remaining 25 columns contain input features: x_1, …, x_25. Task 1. Use 5-fold cross-validation with the 10,000 labeled exampled from “hw2.q1.train.csv” to determine the fewest number of rules using which a decision tree classifier can achieve mean cross-validation accuracy of at least 0.96.Report the number of rules needed, the cross-validation accuracy obtained, and all the hyper-parameter values for the DecisionTreeClassifier. Number of rules needed: ……5…………. Mean cross-validation accuracy: ………………………. (rounded to 4 decimal places) Hyper-parameter values for selected DecisionTreeClassifier model: Task 2. Train a DecisionTreeClassifier with the hyper-parameter values determined in Task 1 on all 10,000 training samples and use it to predict the output class ‘y’ for the 2,000 examples in “hw2.q1.test.csv”. Report the following: Accuracy on 2,000 test examples: ……………………(rounded to 4 decimal places)Classification report for the 2,000 test examples: Of the 952 test samples that belong to class y=1, how many are correctly predicted (according to your classification report)?
Babel University Cluster Analysis and Data Mining Discussion
Consider the mean of a cluster of objects from a binary transaction data set. What are the minimum and maximum values of t ...
Babel University Cluster Analysis and Data Mining Discussion
Consider the mean of a cluster of objects from a binary transaction data set. What are the minimum and maximum values of the components of the mean? What is the interpretation of components of the cluster mean? Which components most accurately characterize the objects in the cluster?Please ensure to cite the Author, YYYY with any content brought into the discussion.
CU The Entity Relationship ER Model a High Level Data Framework Question
Produce an ER Model for the following scenario (presented in Step 1 below) and business need, for the Pythagoras Math Acad ...
CU The Entity Relationship ER Model a High Level Data Framework Question
Produce an ER Model for the following scenario (presented in Step 1 below) and business need, for the Pythagoras Math Academy. Reference the attached video (Course Project Ph2 Video.mp4), for a full introduction and demonstration and expectations for this project.
Deliverables:
ER Model for the scenario presented.
You have the option to use MS Visio (if you have the software) to produce your ER Model.
Alternatively, if you do not have MS Visio, you can use the ERD PLUS (Open source ER Modeling Software) and produce your ER Model.
Required Software:
MS Visio by Microsoft OR
ERD PLUS, Open Source Offering. This offering is cloud-based, and you do not need to download any clients. You will need to create an account (username and password), link to this offering follows: https://erdplus.com
Lab Steps:
Step 1: Read and understand the Scenario and Business needs presented below. Define and document the ENTITIES, and RELATIONSHIPS, required to address the business needs. The nouns in the scenario below will give the ENTITIES that you will need. Finally, the verbs will describe the RELATIONSHIPS.
Scenario and Business Need
The Pythagoras Math Academy is in need to develop a database to keep track and control of his students, teachers, and classes offered.
Teachers are able to teach multiple courses. But they are required to be certified on the course they are teaching. For example, only a group of teachers are certified to teach Algebra, and other Geometry.
Students can take multiple courses. Courses are taught by teachers with the proper certification and have multiple certs as needed. Courses are taught in one of the classrooms at one of the School’s several sites.
Each classroom is optimized to serve the needs for a course (for example some courses might require computer labs and whiteboards). The school needs to keep track of the math courses delivered in each of the sites.
Step 2: For this project, you are required to use MS Visio or ERD PLUS to produce the deliverables.
If you are using MS Visio follow the steps below:
Reference the Course Project Ph2 VIDEO.mp4, for a short demonstration and tutorial of this tool, and project overview/ expectations.
Open MS Visio
Click on the Software Database Template in the main window
Select the Database Model Diagram Template to open a new file.
Save the File and ensure to have in your file name PROJECT2_LastName_FistInitial.
If you are using ERD PLUS.
Watch the recorded short tutorial for this tool. Reference the attached video as follows: Course Project Ph2 VIDEO.mp4.
From the ERP PLUS main interface, select DOCUMENTS --> NEW DIAGRAM (NAME YOUR DIAGRAM) -->ER DIAGRAM --> CREATE
Reference demonstration video for how to navigate tool, how to create entities, add attributes, relationships, and Cordiality. Demonstration video attached as follows: Course Project Ph2 VIDEO.mp4
Step 3: Define and Database ENTITIES
Add an entity for each Table you identified in the Scenario and Business Need.
You will use the MS Visio tool, or the ERD PLUS open source offering to complete this step.
Step 4: ADD the required ENTITY ATTRIBUTES
Add the required Attributes for each Entity that you feel would help to define each Entity as needed.
Select one of the attributes to be PRIMARY KEY (PK)
Step 5: Define RELATIONSHIPS
Use the Crow’s Feet Notation.
Reference recorded demonstrations on how to use these notations, for MS Visio and ERD PLUS. Reference attached video as follows: Course Project Ph2 VIDEO.mp4
Drag and drop (draw) relationships between the entities you defined.
Connect the ends to the two entities for each relation.
Defined the Primary Key for the parent entity.
Step 6: Define CARDINALITY RELATIONSHIP
Set the cardinality for each of your relationships defined in Step 5.
For MS Visio: select a relationship line in the drawing area that is connecting two entities. In the Database Properties window, select the miscellaneous category. Select the cardinality for the selected relationship.
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