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Time series functionality trial version - Diploma thesis

EtheLe
Blue LED

I am currently writing a diploma thesis on predictive analytics in intelligent buildings at Prague University of Economics and Business. I would like to use the Snowflake tool and your DataRobot modeling tool. However, in the trial I encountered several limitations that do not allow me to complete this thesis.

Therefore, I would ask you if it is possible to use your trial to the fullest? This is mainly about time series modeling, which is not allowed in the trial version. I have an extended trial version until December 15, when the deadline for submitting the work. For example, I have data on people walking into the building and I want to find out how many come in a week. Is there any alternative functionality in trial version?

It would have two benefits for you. The first one is to raise awareness of this platform in a public publication. The second one is the fact that if these models and DataRobot platform will be great for the company where I am implementing this solution, then Sharry company - https://www.sharry.tech/ will begin to use your services and you will get a new customer.

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7 Replies
Linda
Community Team
Community Team

Hi @EtheLe  -  You can accomplish many time series use cases using OTV (out of time validation). The is explained in the public documentation: :Date/time partitioning . Have a look and let us know if you have additional questions.

And, wishing you the best on your diploma thesis. The DataRobot public documentation has a lot of great content that may help in your journey.

linda  

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EtheLe
Blue LED

Thank you for your response. I tried this method directly according to the instructions in the documentation, but I did not find a forecast of the future there. Only prediction results on historical data. I need to get a forecast for example for the next 14 days:

date_arrived | number of employees
2021-05-01 | 20
2021-05-02 | 52
2021-05-03 | 30
...
2021-10-11 | 120

From this historical data, I need to make a model that in the final prediction will have a future forecast of employee arrivals:

date_arrived | number of employees
2021-10-12 | 43
2021-10-13 | 35

I did not find a future in individual models, only past data. Can I do this only with Automated machine learning and Out-of-Time Validation? Without access to Automated time series forecasting.

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IraWatt
Linear Actuator

Hi @EtheLe, thought I'd link this article from the DataRobot community, very similar to your use case. 

EtheLe
Blue LED

@IraWatt Thank you for your reply. But I think i haven't access to this time series forecast modeling. For example i didn't see anywhere this setting:


lhaviland_1-1603289035722.png

 

I think in trial version I can't predict future. I have only these settings:

 

Snímek obrazovky 2021-10-12 v 11.58.41.png

 

Snímek obrazovky 2021-10-12 v 11.57.16.png

 

If i create this model with Out-of-Time Validation i haven't in result models future prediction. Can I create forecasting in trial version by this version of Data Robot? What model can return me future numbers of employees arriving?

 

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IraWatt
Linear Actuator

@EtheLe, your right the Trial version doesnt have AutoTS and out-of-time validation isn't a forecasting method. To get an enterprise version of the software you could contact DataRobot via the commercial website. If you want a demo of AutoTS or talk about your project feel free to email me at watt@bulien.com.

EtheLe
Blue LED

@IraWatt Thank you for you reply. Therefore, I wrote above whether it would be possible to make available time-series forecast primarily for the diploma thesis.  @Linda is it possible get it primarily for student purposes  for less than two months until the beginning of December?

Iryna_Batiuk
DataRobot Employee
DataRobot Employee

Hi  @EtheLe!
Nice to meet you. I'll reach out to you via email to answer all your questions.

Iryna

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