Integrate the BigML API with the ServiceNow API

Setup the BigML API trigger to run a workflow which integrates with the ServiceNow API. Pipedream's integration platform allows you to integrate BigML and ServiceNow remarkably fast. Free for developers.

Popular Ways to Connect BigML with ServiceNow#

Create Table Record with ServiceNow API on New Model Created from BigML API

BigML + ServiceNow

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Create Table Record with ServiceNow API on New Prediction Made from BigML API

BigML + ServiceNow

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Get Table Record By SysId with ServiceNow API on New Model Created from BigML API

BigML + ServiceNow

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Get Table Record By SysId with ServiceNow API on New Prediction Made from BigML API

BigML + ServiceNow

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Get Table Records with ServiceNow API on New Model Created from BigML API

BigML + ServiceNow

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Popular BigML and ServiceNow Triggers#

New Model Created from the BigML API

Emit new event for every created model. See docs here.

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New Prediction Made from the BigML API

Emit new event for every made prediction. See docs here.

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Popular BigML and ServiceNow Actions#

Create Batch Prediction with the BigML API

Create a batch prediction given a Supervised Model ID and a Dataset ID. See the docs.

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Create Table Record with the ServiceNow API

Inserts one record in the specified table.

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Create Model with the BigML API

Create a model based on a given source ID, dataset ID, or model ID. See the docs.

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Get Table Record By SysId with the ServiceNow API

Retrieves the record identified by the specified sys_id from the specified table.

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Create Source (Remote URL) with the BigML API

Create a source with a provided remote URL that points to the data file that you want BigML to download for you. See the docs.

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Overview of BigML#

The BigML API offers a suite of machine learning tools that enable the creation and management of datasets, models, predictions, and more. It's a powerful resource for developers looking to incorporate machine learning into their applications. Within Pipedream, you can leverage the BigML API to automate workflows, process data, and apply predictive analytics. By connecting BigML to other apps in Pipedream, you can orchestrate sophisticated data pipelines that react to events, perform analyses, and take action based on machine learning insights.

Connect BigML#

import { axios } from "@pipedream/platform"
export default defineComponent({
  props: {
    bigml: {
      type: "app",
      app: "bigml",
    }
  },
  async run({steps, $}) {
    return await axios($, {
      url: `https://bigml.io/andromeda/source`,
      params: {
        username: `${this.bigml.$auth.username}`,
        api_key: `${this.bigml.$auth.api_key}`,
      },
    })
  },
})

Overview of ServiceNow#

The ServiceNow API enables developers to tap into the robust capabilities of ServiceNow's IT service management platform. With the API, you can create, read, update, and delete records, manage workflows, and integrate with other services. By leveraging these capabilities, you can automate routine tasks, sync data across multiple platforms, and enhance operational efficiencies.

Connect ServiceNow#

import { axios } from "@pipedream/platform"
export default defineComponent({
  props: {
    servicenow: {
      type: "app",
      app: "servicenow",
    }
  },
  async run({steps, $}) {
    return await axios($, {
      url: `https://${this.servicenow.$auth.instance_name}.service-now.com/api/now/table/incident`,
      headers: {
        Authorization: `Bearer ${this.servicenow.$auth.oauth_access_token}`,
      },
    })
  },
})