Tag: Amazon API Gateway
Breaking News
How Earth.com and Provectus implemented their MLOps Infrastructure with Amazon SageMaker | Amazon Web Services
This blog post is co-written with Marat Adayev and Dmitrii Evstiukhin from Provectus. When machine learning (ML) models are deployed into production and employed...
Deploy a serverless ML inference endpoint of large language models using FastAPI, AWS Lambda, and AWS CDK | Amazon Web Services
For data scientists, moving machine learning (ML) models from proof of concept to production often presents a significant challenge. One of the main challenges...
Build a powerful question answering bot with Amazon SageMaker, Amazon OpenSearch Service, Streamlit, and LangChain | Amazon Web Services
One of the most common applications of generative AI and large language models (LLMs) in an enterprise environment is answering questions based on the...
Deploy generative AI models from Amazon SageMaker JumpStart using the AWS CDK | Amazon Web Services
The seeds of a machine learning (ML) paradigm shift have existed for decades, but with the ready availability of virtually infinite compute capacity, a...
Introducing an image-to-speech Generative AI application using Amazon SageMaker and Hugging Face | Amazon Web Services
Vision loss comes in various forms. For some, it’s from birth, for others, it’s a slow descent over time which comes with many expiration...
Securing MLflow in AWS: Fine-grained access control with AWS native services
With Amazon SageMaker, you can manage the whole end-to-end machine learning (ML) lifecycle. It offers many native capabilities to help manage ML workflows aspects,...
Build an image search engine with Amazon Kendra and Amazon Rekognition
In this post, we discuss a machine learning (ML) solution for complex image searches using Amazon Kendra and Amazon Rekognition. Specifically, we use the...
Identify objections in customer conversations using Amazon Comprehend to enhance customer experience without ML expertise
According to a PWC report, 32% of retail customers churn after one negative experience, and 73% of customers say that customer experience influences their...
Secure Amazon SageMaker Studio presigned URLs Part 3: Multi-account private API access to Studio
Enterprise customers have multiple lines of businesses (LOBs) and groups and teams within them. These customers need to balance governance, security, and compliance against...
Enable fully homomorphic encryption with Amazon SageMaker endpoints for secure, real-time inferencing
This is joint post co-written by Leidos and AWS. Leidos is a FORTUNE 500 science and technology solutions leader working to address some of...
Automate Amazon Rekognition Custom Labels model training and deployment using AWS Step Functions
With Amazon Rekognition Custom Labels, you can have Amazon Rekognition train a custom model for object detection or image classification specific to your business...
Few-click segmentation mask labeling in Amazon SageMaker Ground Truth Plus
Amazon SageMaker Ground Truth Plus is a managed data labeling service that makes it easy to label data for machine learning (ML) applications. One...