https://community.qlik.com/t5/Talend-Studio/How-to-deploy-python-data-science-project-in-to-azure-as-service/m-p/2273568#M50515 <P>Hello Folks,</P> <P>&nbsp;</P> <P>I have created a data science neural network in Python anaconda Spyder. My projects have multiple .py files and I have trained this model for 10 days and weights are generated. I want to use this model as a service and want to deploy it to Azure for consumption. I tried following but facing difficulties -</P> <P>1) I tried deploying this as "Execute Python Script" in Azure ML studio but I am not finding an option to upload the weights. I understand I can zip all the .py files but what about the trained weights and virtual environment (I am using an old version of tensorflow)?</P> <P>2) I am seeing an option of creating a Jupyter notebook but my project is created in Spyder and doesn't have .ipynb files. Is there any way to convert my .py files into .ipynb files? ALso, I have created a virtual environment with the older version of tensorflow and python version along with <A href="https://goo.gl/kgkr3w" target="_self" rel="nofollow noopener noreferrer">data science</A>? How to take care of this while deploying to azure?</P> <P>3) I tried deploying this to azure as a python web app but again what shall I do with the virtual environment and my existing weights? Also, how do I create my configuration or dependency file required for webapp?</P> <P>Please, can you let me know the best method to deploy this solution to azure with weights if possible?</P> <P>Thanks</P> Sat, 16 Nov 2024 07:25:49 GMT Anonymous 2024-11-16T07:25:49Z https://community.qlik.com/t5/Talend-Studio/How-to-deploy-python-data-science-project-in-to-azure-as-service/m-p/2273568#M50515 <P>Hello Folks,</P> <P>&nbsp;</P> <P>I have created a data science neural network in Python anaconda Spyder. My projects have multiple .py files and I have trained this model for 10 days and weights are generated. I want to use this model as a service and want to deploy it to Azure for consumption. I tried following but facing difficulties -</P> <P>1) I tried deploying this as "Execute Python Script" in Azure ML studio but I am not finding an option to upload the weights. I understand I can zip all the .py files but what about the trained weights and virtual environment (I am using an old version of tensorflow)?</P> <P>2) I am seeing an option of creating a Jupyter notebook but my project is created in Spyder and doesn't have .ipynb files. Is there any way to convert my .py files into .ipynb files? ALso, I have created a virtual environment with the older version of tensorflow and python version along with <A href="https://goo.gl/kgkr3w" target="_self" rel="nofollow noopener noreferrer">data science</A>? How to take care of this while deploying to azure?</P> <P>3) I tried deploying this to azure as a python web app but again what shall I do with the virtual environment and my existing weights? Also, how do I create my configuration or dependency file required for webapp?</P> <P>Please, can you let me know the best method to deploy this solution to azure with weights if possible?</P> <P>Thanks</P> Sat, 16 Nov 2024 07:25:49 GMT https://community.qlik.com/t5/Talend-Studio/How-to-deploy-python-data-science-project-in-to-azure-as-service/m-p/2273568#M50515 Anonymous 2024-11-16T07:25:49Z https://community.qlik.com/t5/Talend-Studio/How-to-deploy-python-data-science-project-in-to-azure-as-service/m-p/2273569#M50516 Not sure this the good place for this kind of subject. Tue, 23 Oct 2018 14:16:51 GMT https://community.qlik.com/t5/Talend-Studio/How-to-deploy-python-data-science-project-in-to-azure-as-service/m-p/2273569#M50516 TRF 2018-10-23T14:16:51Z