Computer Science

Using Matplotlib, generate a box and whisker plot of the final tumor volume for all four treatment regimens and highlight any potential outliers in the plot by changing their color and style.Hint: All four box plots should be within the same figure. Use this Matplotlib documentation page for help with changing the style of the outliers. Select a mouse that was treated with Capomulin and generate a line plot of time point versus tumor volume for that mouse. Generate a scatter plot of mouse weight versus average tumor volume for the Capomulin treatment regimen. Calculate the correlation coefficient and linear regression model between mouse weight and average tumor volume for the Capomulin treatment. Plot the linear regression model on top of the previous scatter plot. Look across all previously generated figures and tables and write at least three observations or inferences that can be made from the data. Include these observations at the top of the notebook.Here are some final considerations: You must use proper labeling of your plots, to include properties such as: plot titles, axis labels, legend labels, the x-axis and y-axis limits, etc.See the starter workbook for help on what modules to import and expected format of the notebook.

This week we discussed Bitcoin Economics.  For this week’s research paper, you need to search the Internet and explain why some businesses are accepting and other businesses are rejecting the use of Bitcoins as a standard form of currency.  Your paper needs to identify two major companies that have adopted Bitcoin technology.Your paper should meet the following requirements:• Be approximately 4-5 pages in length, not including the required cover page and reference page.• Follow APA guidelines. Your paper should include an introduction, a body with fully developed content, and a conclusion.• Support your response with the readings from the course and at least five peer-reviewed articles or scholarly journals to support your positions, claims, and observations.  The UC Library is a great place to find resources.• Be clear with well-written, concise, using excellent grammar and style techniques. You are being graded in part on the quality of your writing.Reference:PAVLUS, J. (2018). The World Bitcoin Created. Scientific American, 318(1), 32–37. Retrieved from http://search.ebscohost.com/login.aspx?direct=true&AuthType=shib&db=buh&AN=126727561&site=eds-live

Build upon your earlier post about CPTED and explain the importance of crime analysis in reference to secure architectural design. Remember to cite at least one scholarly peer-reviewed article.  All citations should be in APA format.Attached previous post.

Final Instructions Your company ABC Consulting Company is asked to provide a proposal for the upcoming company expansion. You will need to research and provide quotes for new computers, cabling, network security and type of network topology. A Network proposal has to be developed for a manufacturing company that plans to move to a larger facility. They are currently in a 1500 square foot building. Below is the current office setup. • Reception – 1 computer and printer • CEO Office – 1 computer and printer • Accounting Office – 5 computers and 5 printers • Business Office – 3 computers and 3 printers • Human Resources – 2 printers and 2 printers • Sales Office – 10 computers and 10 printers They are moving to a 3500 square foot building with 3 floors and each floor will have switches and routers to accommodate that floor. Below are the proposed additions: • CEO Secretary – 1 computer and printer (CEO’s office area) • Chief Financial Officer – 1 computer and printer (Accounting Department) • Secretary – Chief Financial Officer – 1 computer and printer (Accounting Department) • Information Technology – 2 computers and 2 printers • Breakroom – 2 computers • Human Resources – 6 computers and 2 network printers • Sales – 6 computers and 2 network printers • Wireless network for employees and guests • Each department will have at least 2 empty offices for additional employees. Your proposal will need to include the following information: • Determine the number of drops for the new facility (2 drops per office) • Determine the type of network cables (CAT5e, CAT6, etc.) • Determine the type of security for the network • Determine type of hardware and software Deliverables • Written proposal to the CEO include a timeline for completion • Cost analysis to include computers, servers and cabling (make, model quantities and cost) • Detailed diagram showing location of network devices and type of topology

The Benefits of Learning Ethical Hacking (Posted in Penetration Testing on August 29, 2018) https://resources.infosecinstitute.com/the-benefits-of-learning-ethical-hacking When Ethical Hacking Can’t Competehttps://www.theatlantic.com/technology/archive/2015/12/white-hat-ethical-hacking-cybersecurity/419355/Review the required reading material and summarize one of the scholarly articles listed on the selected websites. In 2-3 paragraphs about 350 words, and using your own words, explain why ethical hacking is necessary in today’s complex business environment. Use only 2 in line citations. Added hyperlinks to references at end in APA format.Note your Safe Assign score. Score must be less than 15 for full credit.

You have read about server virtualization and cloud computing in chapter 6 of your textbook. For your written assignment this week, complete a case study of the organization you work for (use a hypothetical or “other” organization if more applicable) that will address the following prompts: Describe the organization’s environment and evaluate its preparedness for virtualization. Explain Microsoft (or another product) licensing for virtualized environments. Recommend a configuration for shared storage; make sure to discuss the need for high availability and redundancy for virtualization for the organization. Explain Windows Azure capabilities for virtual machines and managing a hybrid cloud, including Windows Azure’s Internet as a Service (IaaS) and storage capabilities Make a recommendation for cloud computer use in the organization, including a justification for your recommendations. Submit your research paper as a single document. Your paper should meet the following requirements:Be approximately 3 pages in length, not including the required cover page and reference page. Follow APA6 guidelines. Your paper should include an introduction, a body with fully developed content, and a conclusion. Support your answers with the readings from the course and at least two scholarly journal articles to support your positions, claims, and observations, in addition to your textbook. The UC Library is a great place to find resources.Be clearly and well-written, concise, and logical, using excellent grammar and style techniques. You are being graded in part on the quality of your writing.

Write a paper that must be at least 10 pages in length.  This does include the APA formatted cover page or the references (MUST: Use the APA Template).  There must be at least 6 APA references to support the findings in the submission. Discuss the major components required in the operational efficiency plan: Business PlanHow will you obtain funds for the project?  (are you asking for funds or obtaining from another source)How many funds are required to start? What is the timeframe to launch? Resource requirements HardwareSoftwareOther support IT to get the systems up and running (networking, database, etc…)PeopleEquipmentOffice SpaceEtc…Key concepts to address to ensure the organization is running efficiently organizational Learning Concepts and Theoriesintegration of IT ResourcesVirtual Teams? Local Teams?  Why? Ethical and Legal ImplicationsCyber Security and Privacy of InformationWhat do you have to account for?  (managing data or credit card information?)Best Practices that you are going to implement in your organization and why summary and Next StepOur topic is  IndyCar – INDIVIDUAL ELECTRIC CAR  We have taken reference from solo electric cars to reference link: https://electrameccanica.com/product/solo-reservation/ 

Research: Data Mining Applications.Background: As noted by Efraim (2020), data mining has become a popular tool in addressing many complex business problems and opportunities. It has proven to be very successful and helpful in many areas such as banking, insurance, and etc. The goal of many of these business data mining applications is to solve a pressing problem or to explore an emerging business opportunity in order to create a sustainable competitive advantage. Reference: Sharda, R., Delen, Dursun, and Turban, E. (2020). Analytics, Data Science, & Artificial Intelligence: Systems for Decision Support. 11th Edition. By PEARSON Education. Inc ISBN-13: 978-0-13-519201-6Research Question: Write a research paper that contains the following: Discuss Customer relationship management using data mining applications. Discuss the Travel industry using data mining applications. Compare and contrast data mining vs statistics. Your research paper should be at least 6 pages (1000 words), double-spaced, have at least 5 APA references, and typed in an easy-to-read font in MS Word (other word processors are fine to use but save it in MS Word format). Your cover page should contain the following: Title, Student’s name, University’s name, Course name, Course number, Professor’s name, and Date.

PART 1-200 WORDS WITH REFERENCEDiscuss the role of databases and data warehouses in data analytics. Provide an example.PART 2–3 PAGES WITH REFERENCES Describe 3 data analytic tools used in health care. State the pros and cons of each data analytic tool. Describe one tool that would be best implemented in a large health care system, with justification. Describe one tool that would be best implemented in a small health care practice, with justification. Include an appropriate introduction and conclusion and at least 5 scholarly sources to support your reasoning.

You have been approached by an attorney who needs you as a fact witness and possibly an expert witness in a criminal case. The attorney has requested your curriculum vitae so that she can review it and prepare questions for you to answer during the pretrial qualifications. Prepare a draft of your CV and turn it in to your instructor for review. Your CV will be an ongoing project in your career.