AWS Machine Learning Blog

APRIL 4, 2025

This post explores how Lumi uses Amazon SageMaker AI to meet this goal, enhance their transaction processing and classification capabilities, and ultimately grow their business by providing faster processing of loan applications, more accurate credit decisions, and improved customer experience.

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Auto-classification BERT Machine Learning AI 76

Snorkel AI

JANUARY 12, 2023

In this article, we discuss key Snorkel Flow features and capabilities that help data science and machine learning teams to adapt NLP models to non-English languages. For text classification, however, there are many similarities. This may require extensive customization and fine-tuning of the model.

BERT 52

BERT NLP Natural Language Processing Auto-classification 52

Explosion

JANUARY 31, 2021

de_dep_news_trf German bert-base-german-cased 99.0 95.8 - es_dep_news_trf Spanish bert-base-spanish-wwm-cased 98.2 94.4 - zh_core_web_trf Chinese bert-base-chinese 92.5 Package Language Transformer Tagger Parser NER en_core_web_trf English roberta-base 97.8 94.6 - fr_dep_news_trf French camembert-base 95.7

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NLP Python BERT Auto-classification 52

Google Research AI blog

FEBRUARY 28, 2023

Through exploreCSR , we partner with universities to provide students with introductory experiences in research, such as Rice University’s regional workshop on applications and research in data science (ReWARDS), which was delivered in rural Peru by faculty from Rice. See some of the datasets and tools we released in 2022 listed below.

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Robotics Deep Learning Auto-classification ML 72

AWS Machine Learning Blog

JANUARY 9, 2023

For example, an image classification use case may use three different models to perform the task. The scatter-gather pattern allows you to combine results from inferences run on three different models and pick the most probable classification model. These endpoints are fully managed and support auto scaling.

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ML Auto-complete Auto-classification Deep Learning 85

AWS Machine Learning Blog

NOVEMBER 1, 2023

The system is further refined with DistilBERT , optimizing our dialogue-guided multi-class classification process. Additionally, you benefit from advanced features like auto scaling of inference endpoints, enhanced security, and built-in model monitoring. To mitigate the effects of the mistakes, the diversity of demonstrations matter.

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Auto-classification LLM Auto-complete Generative AI 112

Topbots

JUNE 29, 2023

However, as of now, unleashing the full potential of organisational data is often a privilege of a handful of data scientists and analysts. Most employees don’t master the conventional data science toolkit (SQL, Python, R etc.). The manual collection of training data for Text2SQL is particularly tedious.

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Algorithm Auto-complete Data Scientist Auto-classification 52