Hey, I have been trying to find a good source on how to use neural network by utilizing SAS Guide, and SAS Miner(I already have these tools) but I have failed to find a good, and indetailed one. I have data that is consist of 15 independent variables with 30 million observations for each one. The hardware is very weak (8gb ram). Should I even try neural network with SAS tools? If yes:
So I have so many questions for you guys to answer. It would be easier to read it off an article. Is there any good, and indetailed document that cover all these from basics to advanced points in SAS? I would be really happy if I can get any help. Thanks a lot in advanced.
The SAS Enterprise Miner Reference Help (try this link: http://go.documentation.sas.com/?docsetId=emref&docsetTarget=p0zbgj1tu3h1uhn1x6regixbdg7v.htm&docset...) has a lot of information including a section on Preparing the Data and many other details about how neural networks work.
If the link above doesn't work, start here:
http://support.sas.com/documentation/onlinedoc/miner/index.html#minercurrent
Click on
Then look under Node Reference: Model Nodes > Neural Network Node : Reference
The SAS Enterprise Miner Reference Help (try this link: http://go.documentation.sas.com/?docsetId=emref&docsetTarget=p0zbgj1tu3h1uhn1x6regixbdg7v.htm&docset...) has a lot of information including a section on Preparing the Data and many other details about how neural networks work.
If the link above doesn't work, start here:
http://support.sas.com/documentation/onlinedoc/miner/index.html#minercurrent
Click on
Then look under Node Reference: Model Nodes > Neural Network Node : Reference
Yes, you can definitely give it a try - you might want to do Variable Selection first, then you can try either the Neural Network node or HP Neural from the HPDM tab to take advantage of parallel processing.
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Use this tutorial as a handy guide to weigh the pros and cons of these commonly used machine learning algorithms.
Find more tutorials on the SAS Users YouTube channel.