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Why would you pay a lot for it? What problem does it solve for you?

by iamwil 9y ago

eoinmurray92 9y ago
It allows data-scientists to easily deploy in-house data-apps. And by using the Juypter notebook, you get the GUI for free as well and automatic support for many many ML and numerical libraries (assuming Python) So for example if a sales team gather data, and there is a data-transform thats done all the time by hand, or feeding new data to an ML model, an internal app would save time, and Jupyter dashboards have the potential to make this really easy.
sandGorgon 9y ago
I'll reply to both you and OP here. I have an open bug on this as well. The closest thing I have found is http://blog.ibmjstart.net/2016/01/28/jupyter-notebooks-as-restful-microservices/ http://blog.ibmjstart.net/2016/01/28/jupyter-notebooks-as-re... Jupiter is brilliant to prototype stuff - anything from metric dashboards to ML models. The problem is how do you take this live ? So you have production engineers transforming this code into a microservice and then writing an exact duplicate dashboard in reactjs or something. Why ? Because jupyter spawns kernel which is directly related to state of execution of the program...So if I'm logged into the dashBoard, nobody else can. Instead, if you could nbconvert the notebook into flask code, I could have a running dashboard in a piece of flask code that I can immediately put on my server. I will pay for this - both because it is very useful, and also as a way for me to fund something cool. As a business model, it is damn cool - this is true heroku for data scientists. EDIT: incidentally I have been told by many people to switch to Zeppelin. Apparently, it works nicer at building dashboard..And More importantly, it is seamless integrated with the spark ecosystem (including cluster support) that makes scaling very easy. GCP Dataproc comes with recipes to launch Zeppelin on the server.
- eoinmurray92 9y ago
  We are working on this, 1 click deploys of data-science apps - do you have a way for me to contact you when we launch this (I'm eoin at kyso.io)
  - sandGorgon 9y ago
    Email captcha link in my profile.

Why would you pay a lot for it? What problem does it solve for you?

by iamwil 9y ago

Why would you pay a lot for it? What problem does it solve for you?

It allows data-scientists to easily deploy in-house data-apps. And by using the Juypter notebook, you get the GUI for free as well and automatic support for many many ML and numerical libraries (assuming Python) So for example if a sales team gather data, and there is a data-transform thats done all the time by hand, or feeding new data to an ML model, an internal app would save time, and Jupyter dashboards have the potential to make this really easy.

sandGorgon 9y ago

I'll reply to both you and OP here. I have an open bug on this as well. The closest thing I have found is http://blog.ibmjstart.net/2016/01/28/jupyter-notebooks-as-restful-microservices/ http://blog.ibmjstart.net/2016/01/28/jupyter-notebooks-as-re... Jupiter is brilliant to prototype stuff - anything from metric dashboards to ML models. The problem is how do you take this live ? So you have production engineers transforming this code into a microservice and then writing an exact duplicate dashboard in reactjs or something. Why ? Because jupyter spawns kernel which is directly related to state of execution of the program...So if I'm logged into the dashBoard, nobody else can. Instead, if you could nbconvert the notebook into flask code, I could have a running dashboard in a piece of flask code that I can immediately put on my server. I will pay for this - both because it is very useful, and also as a way for me to fund something cool. As a business model, it is damn cool - this is true heroku for data scientists. EDIT: incidentally I have been told by many people to switch to Zeppelin. Apparently, it works nicer at building dashboard..And More importantly, it is seamless integrated with the spark ecosystem (including cluster support) that makes scaling very easy. GCP Dataproc comes with recipes to launch Zeppelin on the server.

eoinmurray92 9y ago
We are working on this, 1 click deploys of data-science apps - do you have a way for me to contact you when we launch this (I'm eoin at kyso.io)
- sandGorgon 9y ago
  Email captcha link in my profile.