Generative Data Intelligence

Tag: Amazon ML Solutions Lab

Power recommendation and search using an IMDb knowledge graph – Part 1

The IMDb and Box Office Mojo Movies/TV/OTT licensable data package provides a wide range of entertainment metadata, including over 1 billion user ratings; credits...

Face-off Probability, part of NHL Edge IQ: Predicting face-off winners in real time during televised games

Face-off Probability is the National Hockey League’s (NHL) first advanced statistic using machine learning (ML) and artificial intelligence. It uses real-time Player and...

Create high-quality data for ML models with Amazon SageMaker Ground Truth

Machine learning (ML) has improved business across industries in recent years—from the recommendation system on your Prime Video account, to document summarization and efficient...

Large-scale revenue forecasting at Bosch with Amazon Forecast and Amazon SageMaker custom models

This post is co-written by Goktug Cinar, Michael Binder, and Adrian Horvath from Bosch Center for Artificial Intelligence (BCAI). ...

Developing advanced machine learning systems at Trumid with the Deep Graph Library for Knowledge Embedding

This is a guest post co-written with Mutisya Ndunda from Trumid. Like many industries, the corporate bond...

Localize content into multiple languages using AWS machine learning services

Over the last few years, online education platforms have seen an increase in adoption of and an uptick in demand for video-based learnings because...

Create, train, and deploy a billion-parameter language model on terabytes of data with TensorFlow and Amazon SageMaker

The increasing size of language models has been one of the biggest trends in natural language processing (NLP) in recent years. Since 2018, we’ve...

Optimize customer engagement with reinforcement learning

This is a guest post co-authored by Taylor Names, Staff Machine Learning Engineer, Dev Gupta, Machine Learning Manager, and Argie Angeleas, Senior Product Manager at Ibotta. Ibotta is an American technology company that enables users with its desktop and mobile apps to earn cash back on in-store, mobile app, and online purchases with receipt submission, […]

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