BigML
Machine Learning made beautifully simple. A company-wide platform that runs in any cloud or on-premises to operationalize Machine Learning in your organization.
Integrate the BigML API with the Salesforce (REST API) API
Setup the BigML API trigger to run a workflow which integrates with the Salesforce (REST API) API. Pipedream's integration platform allows you to integrate BigML and Salesforce (REST API) remarkably fast. Free for developers.
Popular Ways to Connect BigML with Salesforce (REST API)#
Popular BigML and Salesforce (REST API) Triggers#
Emit new event immediately after a record of arbitrary object type (selected as an input parameter by the user) is deleted
Emit new event (at regular intervals) when a record of arbitrary object type (selected as an input parameter by the user) is deleted. See the docs for more information.
Emit new event when a new outbound message is received in Salesforce. See Salesforce's guide on setting up Outbound Messaging. Set the Outbound Message's Endpoint URL to the endpoint of the created source. The "Send Session ID" option must be enabled for validating outbound messages from Salesforce.
Popular BigML and Salesforce (REST API) Actions#
Create a batch prediction given a Supervised Model ID and a Dataset ID. See the docs.
Adds an existing contact to an existing campaign. See Event SObject and Create Record
Create a model based on a given source ID, dataset ID, or model ID. See the docs.
Adds an existing lead to an existing campaign. See Event SObject and Create Record
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.
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 Salesforce (REST API)#
The Salesforce (REST API) provides a powerful platform for creating and managing customer relationships with a wide array of features like data manipulation, querying, and complex automation. With Pipedream's serverless execution, you can create workflows that automate your sales processes, sync data with other platforms, enhance customer engagement, and trigger actions based on specific events. Dive into Salesforce data, streamline lead management, track customer interactions, and push or pull data to or from Salesforce seamlessly.
Connect Salesforce (REST API)#
import { axios } from "@pipedream/platform"
export default defineComponent({
props: {
salesforce_rest_api: {
type: "app",
app: "salesforce_rest_api",
}
},
async run({steps, $}) {
return await axios($, {
url: `${this.salesforce_rest_api.$auth.instancetype}/services/oauth2/userinfo`,
headers: {
Authorization: `Bearer ${this.salesforce_rest_api.$auth.oauth_access_token}`,
},
})
},
})