With Synthetic Data Generator Algorithm, businesses can quickly generate synthetic data that accurately mimics real-world data patterns, without the privacy risks associated with using real data. In many use cases it is observed that the business does not have enough data for model training or...
Algorithm - Fulfilled on Amazon SageMaker
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This model was created to facilitate the accurate mapping of drugs to their corresponding RxNorm codes and related drug classes. It is an essential tool for healthcare professionals and pharmacists, ensuring precise medication identification and categorization, which is crucial for patient safety,...
Model Package - Fulfilled on Amazon SageMaker
This is an Image Classification model from [TensorFlow Hub](https://tfhub.dev/google/imagenet/mobilenet_v1_050_192/classification/4). It takes an image as input and classifies the image to one of the multiple classes. The model available for deployment is pre-trained on ImageNet which comprises...
Model Package - Fulfilled on Amazon SageMaker
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Command R+ is a highly performant generative large language model, optimized for a variety of use cases including reasoning, summarization, and question answering. Command R+ has the capability for multilingual generation evaluated in 10 languages and highly performant RAG capabilities. This...
Model Package - Fulfilled on Amazon SageMaker
This is a Sentence Pair Classification model built upon a Text Embedding model from [Hugging Face](https://huggingface.co/roberta-large). It takes a pair of sentences as input and classifies the input pair to 'entailment' or 'no-entailment'. The class label entailment implies the second sentence...
Model Package - Fulfilled on Amazon SageMaker
Cancellation of scheduled hotel stays is a significant challenge for hospitality companies. Cancellations lead to erroneous demand estimation, room pricing and revenue management. This solution predicts the likelihood of guests cancelling their hotel reservations based on guests' booking...
Model Package - Fulfilled on Amazon SageMaker
Increase employee visibility and transparency by providing optimized turn-around-time (TAT) for clear communication. Effectively manage user expectations and minimize early follow-ups by generating a purchase order based on key attributes and predict approval time of submitted purchase orders. To...
Model Package - Fulfilled on Amazon SageMaker
The solution uses Generative AI to generate complex SQL queries leveraging bedrock claude(LLM) modelgiven a question prompt. The solution also validates the generated queries by testing them with sample data to ensure a smooth run without any errors. The solution requires only two input files...
Model Package - Fulfilled on Amazon SageMaker
This is a hybrid classical-quantum machine learning based solution which detects cracks on concrete and other civil infrastructure surface images. The algorithm uses a pre-trained DCGAN before variational quantum circuit. The DCGAN model is trained on in hand dataset to perform feature...
Model Package - Fulfilled on Amazon SageMaker
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This model extracts more than 40 oncology-related entities, including therapies, tests, staging, histological type, oncogene, and radiation dose from clinical documentation, pathology, and diagnostic reports, optimizing oncology workflows and advancing personalized cancer treatments. It also...
Model Package - Fulfilled on Amazon SageMaker
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