Amazon SageMaker Service

amazonaws · Cloud

Cloud No Auth Free & Open cloud Sandbox

Provides APIs for creating and managing SageMaker resources. Other Resources: SageMaker Developer Guide Amazon Augmented AI Runtime API Reference

Authentication

No authentication requiredFree to use with no key needed.

Sample Requests

POST ListActions

Lists the actions in your account and their properties.

https://api.apis.guru/v2/specs/amazonaws.com/sagemaker/2017-07-24/#X-Amz-Target=SageMaker.ListActions?NextToken=example&MaxResults=example

Hover any highlighted part to learn what it does

Headers — extra info sent with the request

X-Amz-Target

SageMaker.ListActions

curl -X POST "https://api.apis.guru/v2/specs/amazonaws.com/sagemaker/2017-07-24/#X-Amz-Target=SageMaker.ListActions?NextToken=example&MaxResults=example" \
  -H "X-Amz-Target: SageMaker.ListActions"

import requests
params = {
    "NextToken": "example",
    "MaxResults": "example"
}
headers = {
    "X-Amz-Target": "SageMaker.ListActions"
}
response = requests.post(
    "https://api.apis.guru/v2/specs/amazonaws.com/sagemaker/2017-07-24/#X-Amz-Target=SageMaker.ListActions",
    params=params,
    headers=headers,
)
print(response.json())

const url = new URL('https://api.apis.guru/v2/specs/amazonaws.com/sagemaker/2017-07-24/#X-Amz-Target=SageMaker.ListActions');
url.searchParams.set('NextToken', 'example');
url.searchParams.set('MaxResults', 'example');

const response = await fetch(url, {
  method: 'POST',
  headers: {
    'X-Amz-Target': 'SageMaker.ListActions'
  },
}); 
const data = await response.json();
console.log(data);

package main

import (
	"fmt"
	"io"
	"net/http"
	"net/url"
)

func main() {
	baseURL, _ := url.Parse("https://api.apis.guru/v2/specs/amazonaws.com/sagemaker/2017-07-24/#X-Amz-Target=SageMaker.ListActions")
	q := baseURL.Query()
	q.Set("NextToken", "example")
	q.Set("MaxResults", "example")
	baseURL.RawQuery = q.Encode()
	targetURL := baseURL.String()
	req, _ := http.NewRequest("POST", targetURL, nil)
	req.Header.Set("X-Amz-Target", "SageMaker.ListActions")

	client := &http.Client{}
	resp, _ := client.Do(req)
	defer resp.Body.Close()
	body, _ := io.ReadAll(resp.Body)
	fmt.Println(string(body))
}

require "net/http"
require "json"

uri = URI("https://api.apis.guru/v2/specs/amazonaws.com/sagemaker/2017-07-24/#X-Amz-Target=SageMaker.ListActions")
uri.query = URI.encode_www_form({
  "NextToken" => "example",
  "MaxResults" => "example"
})

http = Net::HTTP.new(uri.host, uri.port)
http.use_ssl = uri.scheme == "https"

req = Net::HTTP::Post.new(uri)
req["X-Amz-Target"] = "SageMaker.ListActions"

res = http.request(req)
puts JSON.parse(res.body)

<?php
$url = "https://api.apis.guru/v2/specs/amazonaws.com/sagemaker/2017-07-24/#X-Amz-Target=SageMaker.ListActions?" . http_build_query([
    "NextToken" => "example",
    "MaxResults" => "example"
]);
$opts = ["http" => [
    "method" => "POST",
    "header" => implode("\r\n", [
        "X-Amz-Target: SageMaker.ListActions"
    ]),
]];
$ctx = stream_context_create($opts);
$res = file_get_contents($url, false, $ctx);
print_r(json_decode($res, true));

POST ListAlgorithms

Lists the machine learning algorithms that have been created.

https://api.apis.guru/v2/specs/amazonaws.com/sagemaker/2017-07-24/#X-Amz-Target=SageMaker.ListAlgorithms?NextToken=example&MaxResults=example

Hover any highlighted part to learn what it does

Headers — extra info sent with the request

X-Amz-Target

SageMaker.ListAlgorithms

curl -X POST "https://api.apis.guru/v2/specs/amazonaws.com/sagemaker/2017-07-24/#X-Amz-Target=SageMaker.ListAlgorithms?NextToken=example&MaxResults=example" \
  -H "X-Amz-Target: SageMaker.ListAlgorithms"

import requests
params = {
    "NextToken": "example",
    "MaxResults": "example"
}
headers = {
    "X-Amz-Target": "SageMaker.ListAlgorithms"
}
response = requests.post(
    "https://api.apis.guru/v2/specs/amazonaws.com/sagemaker/2017-07-24/#X-Amz-Target=SageMaker.ListAlgorithms",
    params=params,
    headers=headers,
)
print(response.json())

const url = new URL('https://api.apis.guru/v2/specs/amazonaws.com/sagemaker/2017-07-24/#X-Amz-Target=SageMaker.ListAlgorithms');
url.searchParams.set('NextToken', 'example');
url.searchParams.set('MaxResults', 'example');

const response = await fetch(url, {
  method: 'POST',
  headers: {
    'X-Amz-Target': 'SageMaker.ListAlgorithms'
  },
}); 
const data = await response.json();
console.log(data);

package main

import (
	"fmt"
	"io"
	"net/http"
	"net/url"
)

func main() {
	baseURL, _ := url.Parse("https://api.apis.guru/v2/specs/amazonaws.com/sagemaker/2017-07-24/#X-Amz-Target=SageMaker.ListAlgorithms")
	q := baseURL.Query()
	q.Set("NextToken", "example")
	q.Set("MaxResults", "example")
	baseURL.RawQuery = q.Encode()
	targetURL := baseURL.String()
	req, _ := http.NewRequest("POST", targetURL, nil)
	req.Header.Set("X-Amz-Target", "SageMaker.ListAlgorithms")

	client := &http.Client{}
	resp, _ := client.Do(req)
	defer resp.Body.Close()
	body, _ := io.ReadAll(resp.Body)
	fmt.Println(string(body))
}

require "net/http"
require "json"

uri = URI("https://api.apis.guru/v2/specs/amazonaws.com/sagemaker/2017-07-24/#X-Amz-Target=SageMaker.ListAlgorithms")
uri.query = URI.encode_www_form({
  "NextToken" => "example",
  "MaxResults" => "example"
})

http = Net::HTTP.new(uri.host, uri.port)
http.use_ssl = uri.scheme == "https"

req = Net::HTTP::Post.new(uri)
req["X-Amz-Target"] = "SageMaker.ListAlgorithms"

res = http.request(req)
puts JSON.parse(res.body)

<?php
$url = "https://api.apis.guru/v2/specs/amazonaws.com/sagemaker/2017-07-24/#X-Amz-Target=SageMaker.ListAlgorithms?" . http_build_query([
    "NextToken" => "example",
    "MaxResults" => "example"
]);
$opts = ["http" => [
    "method" => "POST",
    "header" => implode("\r\n", [
        "X-Amz-Target: SageMaker.ListAlgorithms"
    ]),
]];
$ctx = stream_context_create($opts);
$res = file_get_contents($url, false, $ctx);
print_r(json_decode($res, true));

POST ListAliases

Lists the aliases of a specified image or image version.

https://api.apis.guru/v2/specs/amazonaws.com/sagemaker/2017-07-24/#X-Amz-Target=SageMaker.ListAliases?NextToken=example&MaxResults=example

Hover any highlighted part to learn what it does

Headers — extra info sent with the request

X-Amz-Target

SageMaker.ListAliases

curl -X POST "https://api.apis.guru/v2/specs/amazonaws.com/sagemaker/2017-07-24/#X-Amz-Target=SageMaker.ListAliases?NextToken=example&MaxResults=example" \
  -H "X-Amz-Target: SageMaker.ListAliases"

import requests
params = {
    "NextToken": "example",
    "MaxResults": "example"
}
headers = {
    "X-Amz-Target": "SageMaker.ListAliases"
}
response = requests.post(
    "https://api.apis.guru/v2/specs/amazonaws.com/sagemaker/2017-07-24/#X-Amz-Target=SageMaker.ListAliases",
    params=params,
    headers=headers,
)
print(response.json())

const url = new URL('https://api.apis.guru/v2/specs/amazonaws.com/sagemaker/2017-07-24/#X-Amz-Target=SageMaker.ListAliases');
url.searchParams.set('NextToken', 'example');
url.searchParams.set('MaxResults', 'example');

const response = await fetch(url, {
  method: 'POST',
  headers: {
    'X-Amz-Target': 'SageMaker.ListAliases'
  },
}); 
const data = await response.json();
console.log(data);

package main

import (
	"fmt"
	"io"
	"net/http"
	"net/url"
)

func main() {
	baseURL, _ := url.Parse("https://api.apis.guru/v2/specs/amazonaws.com/sagemaker/2017-07-24/#X-Amz-Target=SageMaker.ListAliases")
	q := baseURL.Query()
	q.Set("NextToken", "example")
	q.Set("MaxResults", "example")
	baseURL.RawQuery = q.Encode()
	targetURL := baseURL.String()
	req, _ := http.NewRequest("POST", targetURL, nil)
	req.Header.Set("X-Amz-Target", "SageMaker.ListAliases")

	client := &http.Client{}
	resp, _ := client.Do(req)
	defer resp.Body.Close()
	body, _ := io.ReadAll(resp.Body)
	fmt.Println(string(body))
}

require "net/http"
require "json"

uri = URI("https://api.apis.guru/v2/specs/amazonaws.com/sagemaker/2017-07-24/#X-Amz-Target=SageMaker.ListAliases")
uri.query = URI.encode_www_form({
  "NextToken" => "example",
  "MaxResults" => "example"
})

http = Net::HTTP.new(uri.host, uri.port)
http.use_ssl = uri.scheme == "https"

req = Net::HTTP::Post.new(uri)
req["X-Amz-Target"] = "SageMaker.ListAliases"

res = http.request(req)
puts JSON.parse(res.body)

<?php
$url = "https://api.apis.guru/v2/specs/amazonaws.com/sagemaker/2017-07-24/#X-Amz-Target=SageMaker.ListAliases?" . http_build_query([
    "NextToken" => "example",
    "MaxResults" => "example"
]);
$opts = ["http" => [
    "method" => "POST",
    "header" => implode("\r\n", [
        "X-Amz-Target: SageMaker.ListAliases"
    ]),
]];
$ctx = stream_context_create($opts);
$res = file_get_contents($url, false, $ctx);
print_r(json_decode($res, true));

Postman Setup Guide

Get Postman ↗

See official documentation for authentication and setup.

What can you build with Amazon SageMaker Service?

Amazon SageMaker Service is a Cloud API. Developers commonly use cloud APIs for:

provisioning and managing cloud infrastructure
automating deployments and container orchestration
monitoring uptime and performance metrics
managing storage buckets and databases
setting up auto-scaling and load balancing

No authentication required. This API is open — no signup or key needed. Ideal for quick prototypes and public-facing features. Amazon SageMaker Service is free to use, making it a low-risk choice to experiment with.

New to APIs? Read our beginner's guide

Open documentation ↗