For those bold organizations willing to comprehensively transform in this climate of accelerating technological change, the most expansive innovations still lie ahead. By implementing initial use cases strategically, they plant the seeds to harvest boundless potential over the horizon. Though mark...
Machine Learning Use Cases in AWSIn this chapter, we will explore three use cases in which AWS can be used to solve typical machine learning problems, without writing too much code. We will use some of the AWS services besides...doi:10.1007/978-1-4842-6222-1_10Singh, Himanshu...
Leverage pre-trained models for forecasting hospital occupancy, diagnosis and other use cases. Learn more» ML Platforms Build your own models using data preparation and Machine Learning platforms. Learn more» Data Products Use data products from AWS Data Exchange to build ML models using third...
Machine Learning Use Cases in Cybersecurity Uncertainty in machine learning is not generally taught as general knowledge in Machine Learning course curricula. In this paper we propose a short curriculum for a course about uncertainty in machine learning, and complement the course ... S.М. Avdoshi...
Professional development and educational initiatives create incentives for nonprofit members, and can be important revenue generators for nonprofit organizations. Media2Cloud on AWS can help you create modern, scalable content delivery, and learning management systems (LMS) to support your membership and ...
For a better understanding of AWS, Check out ourAWS Tutorial. Conclusion So, this was all about the applications and use cases of Amazon Web Services in the real world. AWS services are used by numerous companies, which proves that the features and services provided by Amazon are the best ...
Using the AWS SDK for Java 1.x The AWS SDK for Java 1.x is in maintenance mode, so we recommend that you use the AWS SDK for Java 2.x. Minimum requirements To run the AWS SDK for Java 1.x, you will need Java 1.8+. For more information about the requirements and optimum settings...
They are recommended for most use cases and access patterns. 79. How is Amazon S3 data organized? Amazon S3 is a simple key-based object store. When you store data, you assign a unique object key that can later be used to retrieve the data. Keys can be any string, and they can be...
GraphStorm is a graph machine learning (GML) framework for enterprise use cases. It simplifies the development, training and deployment of GML models for industry-scale graphs by providing scalable training and inference pipelines of Graph Machine Learning (GML) models for extremely large graphs (mea...
For forecasting use cases, you may also want to incorporate additional time series characteristics, such as autocorrelation and statistical properties. With Data Wrangler, you can quickly create time series features such as lag columns for multiple lag periods, resample data to multiple time ...