: DATA SCIENCE notes

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amansinghp1

25 Feb 2023

School

Savitribai Phule Pune University

Department

Accounting

Course

Professor

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Document Summary

In data science you use tools that come from coding and statistics and from maths to work creatively with data. The idea is there "s always more than one way to solve a problem or answer a question but most importantly to get insight. It includes all of the data that you have in order to get the most insightful and compelling answer to your research questions. The rare qualities are that data science takes unstructured data, then finds order and value in the data. Those are important , but they"re not easy to come across. Data science provides insight into what"s going on around you and critically , it provides competitive advantage. Data science is a compelling career alternative and a way of making you better at whatever you are doing. We learn that there is a very high demand for data science. There is a critical need for both specialists; those are the sort of practising data scientists.

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QUESTION I

Project Background You have just completed a postgraduatediploma in project management and are currently registered for amasterâs degree where you have to carry out a mini research oncustomer care in your organization. Develop a project proposal onthe planning, execution, analysis and reporting of the research.All processes planned for should be finalized within 6 months fromthe 4th august 2018.

GENERAL PROJECT TASK
The following needs to be done:

You know:
ï· How to conduct research according to the study-guide
ï· Sample of respondents should be at least 100
ï· Pilot study to be carried out

You have:
You have constituted a good team, and have decided to pay asfollows:

Field Worker / Data Collector	$100 per day
Statistician	$3800
Language Editor	$200 per hour
Printer and Binder	$400

Note: Assign resources as much as you can to accomplish all youridentified tasks

State the objective i.e. why your help is needed. State theproject goal, plus any constraints or conditions. Break down thegoal into several objectives that will be researched, and the valuethat each objective offers to the research study.

List all resources that will be needed, including your researchprofessionals like a statistician. Discuss assumed resources,including research requirements. Especially note external resourcesand requirements, e.g. does the study need an externalreviewer?

Present the specific tasks you will do as a WBS, and give costestimates, with sub-totals at each level and total estimated cost.Briefly discuss the estimates, where the costs mainly go, andefforts made to save costs.

Discuss the project dependencies and list the tasks on thecritical path. Discuss the critical path tasks, and methods used toshorten the critical path.

List and discuss the milestones and the deliverables for each.Be very specific about each milestone, including the project finishmilestone.

Explain the general strategy that will be used to manage theproject to completion. Project must have at least two phases.Discuss how they connect to each other, and the milestones. Explainwhy you took this strategy. Summarise 10 most important projectrisks, and how they will be dealt with if they occur.

Briefly summarise, giving the overall project cost, the projectbenefits as bullet points, and the general strategy. Provide a listof meetings with research specialists and others involved in theresearch process, with details like who, when and where andestimated times, and desired deliverable.

beigewallaby116

Credit card usage in the United States is substantial. Many startup companies use E credit cards as a way to help meet short-term financial needs. The most common forms of debt for startups are use of credit cards and loans from relatives.
Suppose that you start up Fantastic Sandwich Shop. You invested your savings of $20,000 and borrowed $70,000 from your relatives. Although sales in the first few months are good, you see that you may not have sufficient cash to pay expenses and maintain your inventory at acceptable levels, at least in the short term. You decide you may need to use one or more credit cards to fund the possible cash shortfall.

Instructions
(a) Go to the Internet and find two sources that provide insight into how to compare credit card terms.
(b) Develop a list, in descending order of importance, as to what features are most impor- tant to you in selecting a credit card for your business.
(c) Examine the features of your present credit card. (If you do not have a credit card, select a likely one online for this exercise.) Given your analysis above, what are the three major disadvantages of your present credit car

chocolatemammoth718

Eclipse Construction Company is considering selling excessmachinery with a book value of $360,800 (original cost of $484,900less accumulated depreciation of $124,100) for $224,800, less a 6%brokerage commission. Alternatively, the machinery can be leasedfor a total of $220,090 for five years, after which it is expectedto have no residual value. During the period of the lease, EclipseConstruction Companyâs costs of repairs, insurance, and propertytax expenses are expected to be $16,678.

Required:

Prepare a differentialanalysis, dated April 16 to determine whether Eclipse should lease(Alternative 1) or sell (Alternative 2) the machinery. Refer to theAmount Descriptions list provided for the exact wording of theanswer choices for text entries. For those boxes in which you mustenter subtracted or negative numbers use a minus sign. If there isno amount or an amount is zero, enter â0â. A colon (:) willautomatically appear if required.

On the basis of the data presented, would it be advisable tolease or sell the machinery? Explain.

Amount Descriptions

Costsâ

Revenues

A. Prepare a differential analysis, dated April 16 to determinewhether Eclipse should lease (Alternative 1) or sell (Alternative2) the machinery. Refer to the Amount Descriptions list providedfor the exact wording of the answer choices for text entries. Forthose boxes in which you must enter subtracted or negative numbersuse a minus sign. If there is no amount or an amount is zero, enterâ0â. A colon (:) will automatically appear if required.

Question not attempted.

Score: 0/51

Differential Analysis

Lease Machinery (Alternative 1) or Sell Machinery (Alternative2)

April 16

1	Lease Machinery	Sell Machinery	Differential Effect on Income
2	(Alternative 1)	(Alternative 2)	(Alternative 2)
3
4
5

maroonhedgehog526

: DATA SCIENCE notes

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