Computer science report writing and data analysis project

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Produce a report capturing a critically comparison of the performance of different data analytics methods applied to at least 3 related datasets appropriate to the Fintech domain.

The over-arching focus of the project is to develop an critical understanding of methods with respect to their ability to reveal insights from data sets, but aligned to their performance and application limitation within the Fintech domain. The application of each method should be applied in order to answer a specific (small-scale) research question aligned to the overall goal(s) of the project. It is also expected that the application of each method is accompanied by an appropriately sized lit review documenting pertinent and contemporary approaches in the literature that can both inform the application of a method as well as justify its potential merit(s).

Projects will be assessed based on their novelty, technical quality, potential impact, insightfulness, depth, clarity, and reproducibility. Code and data sets are to also be submitted with the paper. Algorithms and resources used in a paper should be described as completely as possible to allow reproducibility. This includes experimental methodology, empirical evaluations, and results. The reproducibility factor will play an important role in the assessment of each submission.

• Key details, requirements, and definitions

Data Requirements Each dataset should be for predictive analytics tasks, i.e. it should have a meaningful easily identity able response variable. Each dataset should also be suitably large (at least 20000 rows, and at least 10 columns). An example dataset meeting these requirements is the Adult dataset available here: [login to view URL]

Deliverables There are THREE deliverables for this project: 1) a pdf report (defined below) 2) a .zip containing all code, and the datasets used.

Number of methods : in total, you should apply and critically evaluate at least FOUR methods of machine or statistical learning for this project to facilitate your discussion, i.e. you apply each method to more than one dataset in order to better understand its performance, and provide a basis for comparison.

Notions of performance : the discussion of performance should be orientated around multiple notions of performance. It is not sufficient to discuss only accuracy or R2 for the methods applied. Other possibilities include, but are not limited to: Cohen's Kappa, RSME

学术写作 R 编程语言 报告写作 技术写作

项目ID: #18364603

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13个方案 远程项目 活跃的5 年前

有13名威客正在参与此工作的竞标,均价$25/小时

topacademics

Hi, I can Produce a report capturing a critically comparison of the performance of different data analytics methods applied to at least 3 related datasets appropriate to the Fintech domain. The over-arching fo... Rea 更多

$27 USD / 小时
(925条评论)
8.5
CONFIDENTWRITERS

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$22 USD / 小时
(316条评论)
7.0
PhDWriter12

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$22 USD / 小时
(245条评论)
6.9
CRBW

Good day, Sam can produce a report capturing a critically comparison of the performance of different data analytics methods applied to at least 3 related datasets appropriate to the Fintech domain. kindly discuss detai 更多

$22 USD / 小时
(237条评论)
6.7
TechGeek00

Good day, Please accept my bid for this project.I have long past experience in such writeups and my clients were always happy with my work. I write with excellent comprehension skills and I deliver grammatically corre 更多

$20 USD / 小时
(188条评论)
6.6
suyashdhoot

Hi I am a very experienced statistician, data scientist and academic writer. I have completed several PhD level thesis projects involving advanced statistical analysis of data. I have worked with data from several comp 更多

$50 USD / 小时
(65条评论)
6.2
cannywriter

Produce a report capturing a critically comparison of the performance of different data analytics methods applied to at least 3 related datasets appropriate to the Fintech domain. The over-arching fo... Read More

$27 USD / 小时
(48条评论)
5.4
engineeringexp

A Data Scientist with experience in Python, R programming, R Shiny, R studio and anything related to data science and python Master in Engineering, Electrical and Electronic Engineer, who is dynamic, reliable, resou 更多

$22 USD / 小时
(18条评论)
4.7
utkarshkatiyar19

Hi, I have a lot of experience in R programming and data analysis. I'm sure that I can easily do your project. We can have a chat. Thanks.

$25 USD / 小时
(18条评论)
4.9
nbprince

Hey, I have a Master Degree in Computer Science and can write for you at your given topic after doing a deep research at those topics.

$15 USD / 小时
(4条评论)
2.4
cyash61

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$22 USD / 小时
(1条评论)
1.7
mostafamokhles

Hello, I have read your project description, and I'm very willing to handle this task. I have previously completed similar researches in machine and deep learning, producing professional report, and I have all the need 更多

$15 USD / 小时
(0条评论)
2.4