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Create mathematical predictions from a large database by machine learning

We have a database of products with price and daily sales rank history as their main property. Your task is to

1) analyze this data mathematically using some form of machine learning - you should have heard of Markov chains and support vector machines.

2) create predictions for the sales rank of other products based on the results of the analysis (we will keep a small part of the database for this step)

3) create a web service that we can use to create predictions for new products

Your offer should include steps 1 and 2 only. We will start with steps 1 and 2. If we do not reach enough certainty in the predictions (we can check with the rest of our database), we will have to try to find more predictors and repeat 1+2 before doing step 3. In this case, we will negotiate further.

Please do not apply if you cannot prove knowledge in the field of statistics / mathematics.

Skills: Big Data, Data Mining, Data Processing, HTML, Website Design

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About the Employer:
( 38 reviews ) Munich, Germany

Project ID: #5116735

Awarded to:

rsonbol

Hi, I am really so interested in doing this project since it is in my specialty.. I have more than 10 years experience in data mining and machine learning project.. I've used most statistical models in many projects su More

$1159 USD in 21 days
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20 freelancers are bidding on average $1257 for this job

infoway

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lllaatishlll

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irshadwazid

Hello, Thanks, for giving us a chance to bid on your project. Please check private message box for more details. We are WebGloabalIt is an (ISO 9001:2008) (ISO 27001:2005) certified company which have throught More

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ebinarylogix

Greetings, Thank you for giving us a chance to bid on your project. We have looked at your project specs and we are confident that we can deliver you robust and reliable solution. We have successfully completed mo More

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expertjlm

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pointlogic

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jblsolution

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AccuPro

Hello, An interesting project, I must say! How about using ProLog to achieve the Learning/predictability part? I have used it long back when I was in college to solve complex routing problems. Best regards, Acc More

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AsifAliSE

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doyz

Hi Sir, I am graduated from Faculty of Mathematics. Now I work as a Software Developer. And I have a team of developer who are graduated from Statistic and Math if needed. I know Markov and SVM, but I still need t More

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geoffreyfell

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olaoye123

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richINtechno

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Glassira

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binhexsys

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twell

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omidmarghoob

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I can work on this project , Firstly I have a big knowledge of statistics and mathematics , but i should more detail about your project for example if you want some dynamic Fig of stats or just tables of stats I want t More

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jindal89

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