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/*
* Copyright 2018-2023 Amazon.com, Inc. or its affiliates. All Rights Reserved.
*
* Licensed under the Apache License, Version 2.0 (the "License"). You may not use this file except in compliance with
* the License. A copy of the License is located at
*
* http://aws.amazon.com/apache2.0
*
* or in the "license" file accompanying this file. This file is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR
* CONDITIONS OF ANY KIND, either express or implied. See the License for the specific language governing permissions
* and limitations under the License.
*/
/**
*
* IoT Analytics allows you to collect large amounts of device data, process messages, and store them. You can then
* query the data and run sophisticated analytics on it. IoT Analytics enables advanced data exploration through
* integration with Jupyter Notebooks and data visualization through integration with Amazon QuickSight.
*
*
* Traditional analytics and business intelligence tools are designed to process structured data. IoT data often comes
* from devices that record noisy processes (such as temperature, motion, or sound). As a result the data from these
* devices can have significant gaps, corrupted messages, and false readings that must be cleaned up before analysis can
* occur. Also, IoT data is often only meaningful in the context of other data from external sources.
*
*
* IoT Analytics automates the steps required to analyze data from IoT devices. IoT Analytics filters, transforms, and
* enriches IoT data before storing it in a time-series data store for analysis. You can set up the service to collect
* only the data you need from your devices, apply mathematical transforms to process the data, and enrich the data with
* device-specific metadata such as device type and location before storing it. Then, you can analyze your data by
* running queries using the built-in SQL query engine, or perform more complex analytics and machine learning
* inference. IoT Analytics includes pre-built models for common IoT use cases so you can answer questions like which
* devices are about to fail or which customers are at risk of abandoning their wearable devices.
*
*/
package com.amazonaws.services.iotanalytics;