![79621-free-trail-designer.png][1] [1]: /answers/storage/attachments/79621-free-trail-designer.png
![79621-free-trail-designer.png][1] [1]: /answers/storage/attachments/79621-free-trail-designer.png
@Geethesh-6549 Could you please try to submit the pipeline and then check if the option to deploy real time inference pipeline is available.
@Geethesh-6549 Did you get a chance to submit and then check if deploying the pipeline option is visible?
For all those who are having this same issue: it happened to me that, suddenly, the pipeline design page changed and, after this, the pipelines modules weren't and couldn't be sorted by type:
How it was before the change (according to Msft doc https://docs.microsoft.com/en-us/azure/machine-learning/tutorial-designer-automobile-price-train-score):

How it is now after the change:

Other consequence of the change was that the top right button 'Create inference pipeline' dissappeared:
How it was before the change (according to Msft doc https://docs.microsoft.com/en-us/azure/machine-learning/tutorial-designer-automobile-price-deploy):

As consequence, after this sudden change, in order to be able to deploy a no-code machine learning model in Azure you have to go to the 'jobs' page and there you can find the 'Create inference pipeline' drop-down list:

It's a shame that after one year, no one in Microsoft have been able to answer this question satisfactorily and to solve this problem that, furthermore, is 'magically' generated by Azure from one moment to another... A lot of wanting to promote the no code tool but afterwards, when people get stucked (normally not deep tech people), no help at all.
Hope this answer can help to those who were lost like me.
Thanks for posting this, very helpful. I had the same problem and this is the only reference I can find that the tool layout changed compared to that shown in the AI900 tutorials.
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