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Artificial Intelligence

Use a custom image to bring your own development environment to RStudio on Amazon SageMaker

RStudio on Amazon SageMaker is the industry’s first fully managed RStudio Workbench in cloud. You can quickly launch the familiar RStudio integrated development environment...

Text classification for online conversations with machine learning on AWS

Online conversations are ubiquitous in modern life, spanning industries from video games to telecommunications. This has led to an exponential growth in the amount...

Hyperparameter optimization for fine-tuning pre-trained transformer models from Hugging Face

Large attention-based transformer models have obtained massive gains on natural language processing (NLP). However, training these gigantic networks from scratch requires a tremendous amount...

Diagnose model performance before deployment for Amazon Fraud Detector

With the growth in adoption of online applications and the rising number of internet users, digital fraud is on the rise year over year....

ParallelDots raises Series A round led by Btomorrow Ventures

ParallelDots flagship product ShelfWatch helps CPG brands optimize their in-store execution and maximize sales by analyzing images of retail shelf displays. Seattle, WA ParallelDots, Inc., a...

Understanding the World Through Math

Irrespective of study paths, everyone will encounter math at some point. Little wonder, learning math for kids is a necessity right from preschool. The...
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Create audio for content in multiple languages with the same TTS voice persona in Amazon Polly

Amazon Polly is a leading cloud-based service that converts text into lifelike speech. Following the adoption of Neural Text-to-Speech (NTTS), we have continuously expanded...

Is computer vision the cure for school shootings? Likely not

Comment More than 250 mass shootings have occurred in the US so far this year, and AI advocates think they have the solution. Not...

New built-in Amazon SageMaker algorithms for tabular data modeling: LightGBM, CatBoost, AutoGluon-Tabular, and TabTransformer

Amazon SageMaker provides a suite of built-in algorithms, pre-trained models, and pre-built solution templates to help data scientists and machine learning (ML) practitioners get...

Blockchain and AI – The Entwined Twins

In recent years, two technologies have been making headlines all over as they have the potential to revolutionize every industry: Artificial intelligence (AI) and...

DALL·E 2 Pre-Training Mitigations

In order to share the magic of DALL·E 2 with...

Semantic segmentation data labeling and model training using Amazon SageMaker

In computer vision, semantic segmentation is the task of classifying every pixel in an image with a class from a known set of labels...
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