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Data Mining Project

Data Acquisition:  Find or collect your data set of interest. There are many sources on the web for data sets. I would prefer the data to be of a reasonably large size (this is a data mining class after all), but really large data sets can bog down computers. R (for example) can easily handle data sets in the tens or even hundreds of thousands (depending on your computer). A lower limit for data size should be n=1000 although I will be willing to accept exceptions. See below links to look for data sets that might interest you.

Data Analysis:  Consider your data carefully. Even if you downloaded it, you should look for information about it. This information should also be included in your proposal: i. How was it collected? ii. What are the data quality issues? iii. Are there biases inherent in who collected the data or how it was collected? iv. Are there any data preparation needed? And v. What are these operations? How might this impact the subsequent conclusions?

 Formulate questions that you would like to answer about this data set. You can follow the way the lecture notes listed the question (What is the dependent variable or variables? What are the predictors?)  Implement your analysis using data mining tools. These should have some relation to what we have learned in the class! Are you doing a classification or clustering task? Can the data be expressed as a network of some kind? Are there interesting visualizations to do? How will you evaluate the performance of your model, or choose between competing models?

Results Analysis:  Gather all results from all individual steps or projects and run your analysis on it.  This would include some fidelity criteria (performance evaluation) of the method.

Report Format:  Your paper should follow IEEE/ACM standard (.doc word template is also given) [url removed, login to view] [url removed, login to view]  Total pages should not exceed 6 pages (including references).  Times new roman, 10pt size font, single spacing

Subjects:  You may work on any dataset in the field you choose; i. Databases and SQL ii. Page Ranking and Web Mining iii. Text Mining and NLP iv. Image Mining and the Web v. Any other data set, I’d prefer you discuss that with me in advance.

Software:  Use whatever software is comfortable for you, STATISTICA Data Miner, KNIME, RapidMiner, Weka, SAS Enterprise Miner, Oracle Data Mining, IBM SPSS Modeler, and of course all programming languages C#, C++, Java , Python, R, are fine.

Method:  You can use the machine of your choice: Conventional, or non-conventional (Neural nets, Genetic Algorithm, Fuzzy logic,

Квалификация: Big Data Sales, Обработка данных, Excel, Язык программирования R, SAS

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О работодателе:
( 2 отзыв(-а, -ов) ) NORWOOD, United States

ID проекта: #11888259

36 фрилансеров(-а) в среднем готовы выполнить эту работу за $482

jubair7

Experienced FREELANCER HERE to work for your project. Let's discuss more and finalize the project and cost. Feel free to ask me questions, if any. I look forward to work with you. Have a good day and stay fine :- Больше

$800 USD за 15 дней(-я)
(146 отзывов(-а))
7.3
mirniyazuddin92

Dear Sir/Ma'am, I am a Web research, Data Entry & Webs Scrapping expert. I checked and understood your requirements. I can handle this job very well to your appreciation. I can find and extract the information Больше

$526 USD за 10 дней(-я)
(218 отзывов(-а))
7.3
sandroshubladze

Hello, I am VBA programmer Excel expert Have got bachelor degree in finance I can do whatever you like very fast and for a cheaper price So, feel free to contact with me and ask any questions you have. I made av Больше

$555 USD за 10 дней(-я)
(147 отзывов(-а))
6.5
SigmaVisual

Dear Client, I can help in your project. I have already experience of working on similar projects. I am expert Data Scientist and have expertise in data mining, web and data automation, I can develop automated b Больше

$277 USD за 10 дней(-я)
(20 отзывов(-а))
5.7
sumbali

I can perform the analysis using any kind of Statistical Software like R, SPSS , MINITAB Eviews Statistica etc I Will perform analysis like , Regression ,Time series ,Panel Data Experimental Designs Factor analysi Больше

$750 USD за 10 дней(-я)
(76 отзывов(-а))
6.0
suyashdhoot

Hi I am a very experienced statistician and academic writer. I have completed several PhD level thesis projects involving advanced statistical analysis of data. I have worked with data from several companies and have d Больше

$500 USD за 10 дней(-я)
(36 отзывов(-а))
5.9
mohamedrdait

Hello sir I can achieve this project using R weka packages and vb.net if any needs, I propose to make many cases for example : make visualization with text mining use the ACP regression and neuronal analysis to Больше

$444 USD за 10 дней(-я)
(31 отзывов(-а))
4.8
narsim3128

With respect to this project I would like to present myself as a candidate for your consideration. I have more than 6 years of experience. I have successfully completed few projects for US clients which involved web sc Больше

$388 USD за 10 дней(-я)
(33 отзывов(-а))
4.8
$736 USD за 10 дней(-я)
(5 отзывов(-а))
3.9
inayatkhaann

I can help with this task and also expert with Data mining, lead generation task. Thank you Best, Inayat

$444 USD за 10 дней(-я)
(1 отзыв)
3.9
Ksari

A proposal has not yet been provided

$272 USD за 1 день
(4 отзывов(-а))
3.9
smss01

Hi, I can do this project in Weka, R, or Python. I am also familiar with the ACM format given. Looking forward to discuss further.

$555 USD за 10 дней(-я)
(13 отзывов(-а))
3.7
kartikeyakirar

Hi there, I am R programmer and works as mid level data scientist my experience ranges from building data product and Machine learning application.I am very interested in your project and looking forward to hear from y Больше

$444 USD за 10 дней(-я)
(4 отзывов(-а))
3.3
softmatrixlx

Hello, Kindly send the link mentioned in the description. I am an experienced Data Entry Operator with more than 6 years of experience working on Excel, CSV files, Web Research, PDF to Excel, Linkedin Lead Research Больше

$500 USD за 15 дней(-я)
(2 отзывов(-а))
3.0
sumitsahoo91

Hi I am a certified base sas Programmer I have been going through the requirements sas can easily support the tables or datasets as per r but it is much versatile and powerful than it. I can perform almost anything on Больше

$333 USD за 5 дней(-я)
(4 отзывов(-а))
2.5
$555 USD за 10 дней(-я)
(0 отзывов(-а))
0.0
JAGADESHJ9

A proposal has not yet been provided

$333 USD за 5 дней(-я)
(0 отзывов(-а))
0.0
tsft

Dear Sir/Madam: I am a software developer, remote freelance running a software factory, with experience as data analyst, including web crawling by using Python raw modules as well as Scrapy or a mix of tools inclu Больше

$555 USD за 15 дней(-я)
(0 отзывов(-а))
0.0
phaet0n

Hello i have a team of 3 Java specialists. all of them have more than 5 years experience in Java and BiG Data. also we have experience in all needed technologies. you can find our protfilio in https://drive.google. Больше

$555 USD за 10 дней(-я)
(0 отзывов(-а))
0.0
alwaysanshuman

Hi I am a R, SAS and SPSS Expert. I have 3 years of experience as data scientist. I can do this task. I have a lot of experience in Link Analysis, Network Visualization, Model Simulations and Statistical Analysis. Ping Больше

$250 USD за 10 дней(-я)
(2 отзывов(-а))
0.0