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RStudio is an integrated development environment for R, a programming language for statistical computing and graphics. RStudio Server runs on a remote server and allows accessing RStudio using a web browser.
Linux/Unix, Amazon Linux AL2023 (2023.1.20230825) - 64-bit Amazon Machine Image (AMI)
H2O’s AutoML can be used for automating the machine learning workflow, which includes automatic training and tuning of many models within a user-specified time-limit. Stacked Ensembles – one based on all previously trained models, another one on the best model of each family – will be automatically...
Algorithm - Fulfilled on Amazon SageMaker
This algorithm uses the scikit learn framework to predict hospital readmissions from EMR data, DRGs and billing data. The model predicts the probability that a patient will return to the hospital within a certain time period(30 days) or not. The predicted output is the % chance that the patient...
Algorithm - Fulfilled on Amazon SageMaker
Product Demand Forecasting generates 36 months of forward forecast of the demand using historical data. It uses ensemble ML algorithms with automatic model selection algorithms. This solution provides consistent and better results due to its ensemble learning approach. This solution performs...
Model Package - Fulfilled on Amazon SageMaker
This is a demo product from Amazon that showcases the Marketplace experience. It was created using this sample notebook https://github.com/awslabs/amazon-sagemaker-examples/blob/master/advanced_functionality/scikit_bring_your_own/scikit_bring_your_own.ipynb. Decision Trees (DTs) are a...
Model Package - Fulfilled on Amazon SageMaker
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This is a repackaged software wherein additional charges apply for Round-the-Clock support with a guaranteed 24-Hour response time. Explore our AMI catalog: Discover more AMI products via our easy-to-navigate catalog: https://cloudimg.co.uk/applications. Maximize Data Science Efficiency with...
Windows, Windows Server 2022 Base 2022 - 64-bit Amazon Machine Image (AMI)
Passenger Traffic Forecasting generates 30 weeks of forward forecast of passengers using historical data. This solution will help businesses such as airlines, railways, bus and ferry operators to better assess the number of incoming passengers and provide them a better travel experience. It uses...
Model Package - Fulfilled on Amazon SageMaker
How green is your car? Cars running on hyrocarbon based fuels are a major contributor of greenhouse gasses in the atmosphere. With the sustainability becoming a decision criteria of acquiring a car along with the other usual attributes like performance, asthetics, reliability etc, this solution...
Model Package - Fulfilled on Amazon SageMaker
This solution predicts the Loss due to default of the borrowers who are most likely to default on their Consumer loans in Peer-to-Peer lending. During the training stage, the solution understands the dataset, handles missing data and class imbalance, conducts feature interaction on the training...
Algorithm - Fulfilled on Amazon SageMaker
The solution helps users interpret complex black-box machine learning models by bringing out the important features which the model uses for predictions. It also identifies the features and their effect on the predictions, for each of the predictions. The solution supports 40+ tree based...
Algorithm - Fulfilled on Amazon SageMaker
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