Why do you think many companies compensate executives with options based on long-term increases in the value of the company’s stock?
Assignment 4 —
Neural Network System for Stock Advisory You are a Machine Learning expert in a consultancy company, providing ML service to various industries and clients. A financial institution commissioned your company a project to analyze their confidential data on the performance of all the stocks they have been watching or are in their portfolios. In order to kept their data confidential, the key 10 features which reflects the “environment” of the stock market (they are valuable properties of the company) are anonymized and named as “Fl”, “F2″…”F10”. From their past data and experience, they provide you with 3 classes of outcomes – “BUY”, “HOLD” or “SELL”. Your assignment is to use neural network to build a system which can be used by the financial institute to assist their investment experts.
Two datasets in separate files consist of 9,000 instances for training and 1,000 instances for testing. The following is the data dictionary:
Fl, F2 …. F10 Feature sets provided by the customer class 0 = “SELL”; 1 = “HOLD”; 2 = “BUY”
You should include the following in your report:
1. Brief analysis of the dataset.
2. Design and build your neural network, how you train and test it.
3. Any observation you may have in your project.
Your report should be a brief write up and your Colab notebook with executable codes as appendix. You may choose to include your report within the Colab notebook as collection of text cells, although that may be more difficult to format.
Select a serial killer (Edmund Kemper). Using Google and manual readings, write a 2–3-page report that includes the following:
Any relevant information that was used or that you feel could have been used in profiling the serial killer.Theories of criminology you feel might help explain the serial killer’s criminal behavior.The theory of victimization you think best explains the selection of the victim
For each theory selected:
Discuss the key points.Apply the key points to explain the serial killer’s specific criminal behavior (method of operation).Identify the characteristics (for example ethnicity, gender, age, profession, and socioeconomic status) of his or her victims and discuss how the characteristics seem to be associated with the type of serial killer you chose.
Include an APA-formatted reference page that links back to your in-text citations and supports your recommendations. Remember, you cannot have only in-text citations or only references. You must have both because in-text citations and references link to each other.
Note: would like to add Ed Kemper helped the FBI found the behavioral analysis unit through extensive interviews and understanding the mentality of serial killers
Do you purport that there is a strong sense of validity in explaining juvenile delinquency and behaviors through development and neuroscience?
Culpability has often been discussed in various circles pertaining to adolescence. What age, if any, do you gauge is a “good” age to state a juvenile is culpable for their actions, particularly delinquent/criminal?
Do you agree that waivers helps decrease criminality among adolescents or does it increase?
After posting your original post, be sure to engage in discussion with your peers.
Scenario: Your proof of concept was well-received by the client, Tetra Shillings Accounting. The firm has accepted your company’s plans. The client has a small IT team, and the members have limited knowledge of Windows 10. It will be up to you to provide a presentation to the team members on how to install and configure Windows 10. The presentation should include how to improve the firm’s backup and recovery process using Windows 10 tools, as well as best practices and screenshots from the VM you created for the proof of concept.
Your final project will be to design a training presentation to the client’s IT staff. Use the VM installation from Project 2 to create a Windows 10 upgrade presentation to the client. Include screenshots from the VM where indicated in the project template. The presentation should address your recommendations for the following items:
Version Summary: Recommended version of Windows 10 (e.g., Windows 10 Pro, Enterprise, Pro Workstation) and specific reasons for your choice (e.g., security features, technical and business requirements).
Installation Methods: Explain Windows 10 deployment methods. Which method or methods do you think will be appropriate for the upgrade? Consider the hardware specifications outlined in the project scenario.
Security Features: Windows Security, BitLocker, Defender, Local Security Policy
Backup and Recovery Overview: Discuss the importance of backing up and recovery of Windows 10. This can include explaining what types of files and data can be backed up and restored. This should address:
Backup and Recovery Tools: You will need to explain how to use Windows 10 Backup and recovery tools to meet these objectives. Provide a brief overview of each tool and how it can be used to address the company’s concerns. Use screenshots to demo how to configure backups that address the firm’s need to recover from a ransomware attack and restore the system to a state before a Windows update, driver, or application was installed.
Backup Procedure to Recover from Ransomware Attack: Describe how to back up and restore individual files using the utilities available in Windows 10. This should provide the client the ability to restore files lost due to ransomware attacks or other potential risks.
Procedure to Recover a Restore Point: Research how to protect backup data that is stored on the network. Based on your research, you need to present a strategy to protect backup data that is compromised during a ransomware attack. This will most likely require a strategy to store, copy, or move backups to an offsite location. In this slide, you will need to explain the risks of only having a single copy of a backup stored on the network. Think about if the client suffers another ransomware attack and the corrupted data cannot be restored because the backups were also compromised during the attack.
Task 4:
How can BIM support tacit knowledge management/capturing in construction projects?
BIM helps to capture and share knowledge within construction projects. The process provides tools to use and re-use explicit knowledge, develop information classifications, and create a framework by which explicit knowledge can be codified and structured. However, there is lack of clarity on tacit knowledge capturing through the BIM process. In this task, you need to discuss how BIM can be practised to capture tacit knowledge in construction projects. The discussion can include:
1.Tacit and explicit knowledge diversity in design and construction phases
2.Tacit and explicit knowledge management in building information modelling
3.Information modelling tools and techniques for capturing and sharing knowledge in projects.
In this week’s discussion, you identified parameters for your sample population. Now, you will need to create a survey proposal. Your survey must be thorough and persuasive enough to convince your leadership to sponsor your survey.
The Survey Proposal assignment
In your paper answer the following questions:
1. Explain how the sample size of 200 was obtained from the student college campus population? I Provided the writer paper that was wrote on this discuss which is called Business statistics to help with this assignment..
2.Explain what particular ratio
• 3. Explain why you want to conduct the survey and what you hope to gain from the survey responses.
• 4.Identify the type(s) of data you hope to collect.
• 5.Outline the parameters for your proposed survey, taking into consideration what you believe management wants to know.
6. Create 10 sample questions that will be used in your survey, considering common issues in survey design.
7. Explain your reasoning for choosing your sample questions.
Step 1: Research Your Topic You will need at least 3 sources which must be reputable. Encyclopedias and dictionaries may not be used; this includes on-line versions. If you are not sure if a source is reputable, please ask.
Step 2: Write Your Paper In your paper you should include a detailed description of your topic. How are genes inserted into plant cells? How does the vaccine interact with the body to produce immunity? How does gene therapy work? You should also include historic information. When was PCR invented? What types of polio vaccines were tried and failed before we succeeded? What are the times, the dates, and the people involved? What was the world like before? If your topic is relatively new, or something that is still being developed, you may want to include where the future is heading. Gene therapy isn’t commonly used now; why not? What needs to be perfected? How will that be done? You should discuss the good and bad side of your topic (every topic has both!). What benefits have we gained from gene therapy? What are the downfalls of the smallpox vaccine? How can DNA profiling be used in positive and negative ways? Why did/are some people “all for” this topic? Why are some people dead set against it? Make sure your closing paragraph wraps up all aspects of your paper nicely: what it is, how it affected the world, why it’s good and bad.
Responding to a Narrative Prompt
Type your name and the date at the top of this page. Type or paste your draft into this document. Be sure that your draft is double-spaced and in 12 point, Times New Roman font.
Read the prompt below. Decide how you want to approach the topic. Then write a narrative response. You have 30 minutes to complete this assignment. Your assignment will be graded based on the Narrative Prompt Grading Rubric. The rubric can be found in your Unit Resources.
Prompt
Nobody wants to be considered a “failure.” The word suggests inability and incompetence, something that our culture frowns on. But sometimes a failure has unusual outcomes. For example, a high school student fails a history test on World War II. As a result, he has to retake the test. In doing so, he learns the importance of taking responsibility and studying ahead of time. In reviewing the material for the test, he might also be reminded of certain ideas that World War II exemplified—intolerance, passivity, and personal conscience.
Assignment:
Tell the story of a time that you faced failure in your life and learned something important from it. In your response, be sure to explain how you failed and the ways in which this failure led to an unusual outcome.
For this assignment, you will develop a Fault Tolerance Plan section to add to the overall Network Improvement Plan document.
Fault Tolerance Plan
Identify at least 5 potential causes of network failure.
For each potential cause of network failure, create a plan with the necessary steps and required hardware to reduce the risk of failure.
Include the cost and benefit comparison for each risk reduction plan to justify the plan.
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