AWS Machine Learning Blog

DECEMBER 7, 2023

Amazon Forecast is a fully managed service that uses machine learning (ML) algorithms to deliver highly accurate time series forecasts. Calculating courier requirements The first step is to estimate hourly demand for each warehouse, as explained in the Algorithm selection section.

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Convolutional Neural Networks Algorithm Neural Network Machine Learning 93

Heartbeat

OCTOBER 25, 2023

Next-generation sequencing (NGS) platforms have dramatically increased the speed and reduced the cost of DNA sequencing, leading to the generation of vast amounts of genomic data. Integrating and analyzing data from multiple platforms and experiments pose challenges due to data formats, normalization techniques, and data quality differences.

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Machine Learning Data Scientist Convolutional Neural Networks Algorithm 52

Heartbeat

NOVEMBER 27, 2023

Convolutional neural networks (CNNs) can learn complicated patterns and features from enormous datasets, emulating the human visual system. Convolutional Neural Networks (CNNs) Deep learning in medical image analysis relies on CNNs. Deep learning automates and improves medical picture analysis.

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Deep Learning Convolutional Neural Networks Explainability Neural Network 59

Heartbeat

SEPTEMBER 20, 2023

This technology has broad applications, including aiding individuals with visual impairments, improving image search algorithms, and integrating optical recognition with advanced language generation to enhance human-machine interactions. Various algorithms are employed in image captioning, including: 1.

Natural Language Processing 52

Natural Language Processing Computer Vision NLP Algorithm 52

Heartbeat

FEBRUARY 8, 2024

Convolutional neural networks (CNNs) and recurrent neural networks (RNNs) are often employed to extract meaningful representations from images and text, respectively. Images are visual data, while text is linguistic data. We pay our contributors, and we don't sell ads.

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Neural Network Deep Learning Convolutional Neural Networks Computer Vision 52

Heartbeat

OCTOBER 12, 2023

Hybrid Models : Researchers are exploring hybrid models that combine the strengths of LLMs with specialized neural networks designed for image processing (convolutional neural networks or CNNs) or audio analysis (recurrent neural networks or RNNs). We pay our contributors, and we don't sell ads.

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Large Language Models Neural Network Artificial Intelligence Artificial Intelligence 59