I am using AutoAI on Watson Studio for training a regressor model on datasets. It creates a pipeline which includes the processing, cognito and the estimator steps. However every time I want to train a regressor on a new data, I need to load the .csv file, then run the AutoAI experiment all over again and finally open the notebook to access the pipeline steps and code. I am quite curious to know whether there exists some api which allows me to do this automatically, i.e which takes in the data file and returns the pipeline after the running the experiment on Watson Studio. Or is there a way through which I can run the experiments on my PC as well.

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Ayush Jain
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#WatsonStudio

Original Message:
Sent: 5/20/2020 3:59:00 AM
From: Ayush Jain
Subject: How to run AutoAI experiments in an automated manner?

I am using AutoAI on Watson Studio for training a regressor model on datasets. It creates a pipeline which includes the processing, cognito and the estimator steps. However every time I want to train a regressor on a new data, I need to load the .csv file, then run the AutoAI experiment all over again and finally open the notebook to access the pipeline steps and code. I am quite curious to know whether there exists some api which allows me to do this automatically, i.e which takes in the data file and returns the pipeline after the running the experiment on Watson Studio. Or is there a way through which I can run the experiments on my PC as well.

------------------------------
Ayush Jain
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#WatsonStudio

There is an API for AutoAI, still in beta and only WSCloud

The Python client is the best option: http://wml-api-pyclient-v4.mybluemix.net/#autoai-beta-ibm-cloud-only

Note that there is also a v3 API which is the one you get by default, and which does not cover AutoAI (and has differences in data structures).

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Philippe Gregoire
IBM France - TSP & ISV Technical Enablement - Data&AI, IoT Europe
NICE, France
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Original Message:
Sent: Wed May 20, 2020 03:59 AM
From: Ayush Jain
Subject: How to run AutoAI experiments in an automated manner?

I am using AutoAI on Watson Studio for training a regressor model on datasets. It creates a pipeline which includes the processing, cognito and the estimator steps. However every time I want to train a regressor on a new data, I need to load the .csv file, then run the AutoAI experiment all over again and finally open the notebook to access the pipeline steps and code. I am quite curious to know whether there exists some api which allows me to do this automatically, i.e which takes in the data file and returns the pipeline after the running the experiment on Watson Studio. Or is there a way through which I can run the experiments on my PC as well.

------------------------------
Ayush Jain
------------------------------

#WatsonStudio