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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:


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


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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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