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Azure Machine Learning - forecasting time series based on different ARIMA models

I'm looking for someone who can help me with setting up a simple azure machine learning project for forecasting time series based on ARIMA models

The routine should enable to

1) Drag and Drop time series (in Excel format)

2) enable to manually set-up to two different ARIMA models. The manual set-up of the two should concern (1) the quantity of data that the ARIMA model is processing (the section of the time series that is used to do the predictions), (2) the time lag between the data that is used for training the ARIMA model) and the prediction

3) a third ARIMA model, which is doing forecasts based on the mean of “ARIMA model 1” and “ARIMA model 2”. It should be possible to manually weight the influence of “ARIMA model 1” and “ARIMA model 2” for the third ARIMA model

4) compare the accuracy of the three different ARIMA based on mean absolute percentage error (MAPE)

The routine should be built based on this description: [login to view URL]

(Build and deploy forecasting models with Azure Machine Learning)

The person should:

- Setup the azure machine learning project with the goals as described above

- be available for possible follow-up projects

Requirements:

- Examples of early project you have done on Azure Machine Learning

- Examples / proof of other projects on forecasting time series (with ARIMA)

- High feedback/recommendations

Note: the project should start with this simple proof of concept. After this a simulation project is required. In the following project it should be possible to simulate the accuracy of the three models if different features of the time series (volatility) and the relationship of the ARIMA models 1 and 2 (difference in information processing quantity, difference in time lag) change. The results of the simulations should be visualized

Looking forward to the biddings.

Thanks and best regards

Moritz

Fähigkeiten: Azure, Maschinelles Lernen

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Über den Arbeitgeber:
( 0 Bewertungen ) Switzerland

Projekt-ID: #17170663

14 Freelancer bieten im Durchschnitt $231 für diesen Job

aki003iitr

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williams115

-Professional Machine Learning,Statistics & forecasting time series expert ! Best Result in Time!------------------------------ Hello sir. I've really rich experience for your project, so your project is very intere Mehr

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vaibhav290797

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raghavajay3

I have developed a very similar model in azure ml, how can I assist you better

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MoAbd

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bidroid

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richardmquant

Hi Yes i could do that Richard ________________________________________________________________

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shivanimishra19

Hi, I am Shivani and having 5+ years of extensive experience on Microsoft Azure. I am good exposure on Azure Virtual machines. Thanks, Shivani

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rjchand07

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trutony

Hi! I am interested in your [login to view URL] you give me this project, you will get a good result. thanks. relevant skill; Azure, Machine Learning

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PetrPonomarenko

Hi. I would love to help you with the project. Let me know what time might work for you. We may communicate via Skype.

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