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Reference guide to build inventory management and forecasting solutions on AWS

AWS Big Data

Such a solution should use the latest technologies, including Internet of Things (IoT) sensors, cloud computing, and machine learning (ML), to provide accurate, timely, and actionable data. To take advantage of this data and build an effective inventory management and forecasting solution, retailers can use a range of AWS services.

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Extract time series from satellite weather data with AWS Lambda

AWS Big Data

It has not been specifically designed for heavy data transformation tasks. It’s scalable and cost-effective, and can be adapted to other ETL and data processing use cases. You can find hands-on labs to improve your knowledge with AWS Workshops. You also use AWS Glue to consolidate the files produced by the parallel tasks.

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Stream real-time data into Apache Iceberg tables in Amazon S3 using Amazon Data Firehose

AWS Big Data

Firehose is integrated with over 20 AWS services, so you can deliver real-time data from Amazon Kinesis Data Streams , Amazon Managed Streaming for Apache Kafka , Amazon CloudWatch Logs , AWS Internet of Things (AWS IoT) , AWS WAF , Amazon Network Firewall Logs , or from your custom applications (by invoking the Firehose API) into Iceberg tables.

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