AWS Machine Learning Blog

SEPTEMBER 18, 2024

The compute clusters used in these scenarios are composed of more than thousands of AI accelerators such as GPUs or AWS Trainium and AWS Inferentia , custom machine learning (ML) chips designed by Amazon Web Services (AWS) to accelerate deep learning workloads in the cloud.

Clustering 107

Clustering AWS ML ML 107

Google Research AI blog

DECEMBER 14, 2022

This feature is powered by Google's new speaker diarization system named Turn-to-Diarize , which was first presented at ICASSP 2022. Architecture of the Turn-to-Diarize system. It also reduces the total number of embeddings to be clustered, thus making the clustering step less expensive.

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Clustering Algorithm Machine Learning Machine Learning 59

IBM Journey to AI blog

FEBRUARY 5, 2024

Students chose a system to model, defined modelling goals, and demonstrated their skills in various activities, including mock pitching MBSE to engineering organizations, defining system architecture and creating advanced model simulations.

System Architecture 88

System Architecture Clustering AI AI 88

Snorkel AI

MAY 3, 2023

Because frequent patching required a lot of our time and didn’t always deliver the results we hoped for, we decided it was better to rebuild the system from the ground up. How we redesigned our interactive ML system Here, we’ll detail the process we followed to arrive at our high-level system architecture.

Machine Learning 52

Machine Learning Machine Learning ML ML 52

Snorkel AI

MAY 3, 2023

Because frequent patching required a lot of our time and didn’t always deliver the results we hoped for, we decided it was better to rebuild the system from the ground up. How we redesigned our interactive ML system Here, we’ll detail the process we followed to arrive at our high-level system architecture.

Machine Learning 52

Machine Learning Machine Learning ML ML 52

Snorkel AI

MAY 3, 2023

Because frequent patching required a lot of our time and didn’t always deliver the results we hoped for, we decided it was better to rebuild the system from the ground up. How we redesigned our interactive ML system Here, we’ll detail the process we followed to arrive at our high-level system architecture.

ML 52

ML ML Machine Learning Machine Learning 52

AWS Machine Learning Blog

FEBRUARY 24, 2023

In this post, we describe our design and implementation of the solution, best practices, and the key components of the system architecture. The solution is then able to make predictions on the rest of the training data, and route lower-confidence results for human review.

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AWS ML ML Data Pipeline 95