AWS Machine Learning

NOVEMBER 26, 2023

Today, we are excited to announce three launches that will help you enhance personalized customer experiences using Amazon Personalize and generative AI. Amazon Personalize is a fully managed machine learning (ML) service that makes it easy for developers to deliver personalized experiences to their users.

Personalization 100

Personalization Customer Experience APIs Entertainment 100

AWS Machine Learning

FEBRUARY 29, 2024

The Retrieve and RetrieveAndGenerate APIs allow your applications to directly query the index using a unified and standard syntax without having to learn separate APIs for each different vector database, reducing the need to write custom index queries against your vector store.

APIs 110

APIs Healthcare Scripts Enterprise 110

AWS Machine Learning

NOVEMBER 21, 2022

Personalized recommendations. This notebook demonstrates how to use the JumpStart API for text classification. To run inference on this model, we first need to download the inference container ( deploy_image_uri ), inference script ( deploy_source_uri ), and pre-trained model ( base_model_uri ). Credit rating prediction.

Scripts 71

Scripts Metrics APIs Healthcare 71

AWS Machine Learning

SEPTEMBER 9, 2022

Amp wanted a scalable data and analytics platform to enable easy access to data and perform machine leaning (ML) experiments for live audio transcription, content moderation, feature engineering, and a personal show recommendation service, and to inspect or measure business KPIs and metrics. This post is the first in a two-part series.

Analytics 68

Analytics Engineering APIs Metrics 68

AWS Machine Learning

SEPTEMBER 1, 2023

Note that multiple personas can be covered by the same person depending on the scaling and MLOps maturity of the business. Example use cases are clothing design generation or imaginary personalized images. Some models may be trained on diverse text datasets like internet data, coding scripts, instructions, or human feedback.

Engineering 100

Engineering Accountability Construction APIs 100

AWS Machine Learning

SEPTEMBER 8, 2023

Amazon Rekognition makes it easy to add image analysis capability to your applications without any machine learning (ML) expertise and comes with various APIs to fulfil use cases such as object detection, content moderation, face detection and analysis, and text and celebrity recognition, which we use in this example.

APIs 93

APIs Scripts Entertainment Personalization 93

AWS Machine Learning

NOVEMBER 30, 2023

Amazon Rekognition automatically recognizes tens of thousands of well-known personalities in images and videos using ML. The function then searches the OpenSearch Service image index for images matching the celebrity name and the k-nearest neighbors for the vector using cosine similarity using Exact k-NN with scoring script.

Scripts 91

Scripts APIs Entertainment Accountability 91