Tag: text classification
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Run your local machine learning code as Amazon SageMaker Training jobs with minimal code changes
We recently introduced a new capability in the Amazon SageMaker Python SDK that lets data scientists run their machine learning (ML) code authored in...
Identify objections in customer conversations using Amazon Comprehend to enhance customer experience without ML expertise
According to a PWC report, 32% of retail customers churn after one negative experience, and 73% of customers say that customer experience influences their...
Financial text generation using a domain-adapted fine-tuned large language model in Amazon SageMaker JumpStart
Large language models (LLMs) with billions of parameters are currently at the forefront of natural language processing (NLP). These models are shaking up the...
Domain-adaptation Fine-tuning of Foundation Models in Amazon SageMaker JumpStart on Financial data
Large language models (LLMs) with billions of parameters are currently at the forefront of natural language processing (NLP). These models are shaking up the...
Top 6 NLP Language Models Transforming AI In 2023
In the rapidly evolving field of artificial intelligence, natural language processing has become a focal point for researchers and developers alike. As a testament...
How the UNDP Independent Evaluation Office is using AWS AI/ML services to enhance the use of evaluation to support progress toward the Sustainable Development...
The United Nations (UN) was founded in 1945 by 51 original Member States committed to maintaining international peace and security, developing friendly relations among...
Maximize performance and reduce your deep learning training cost with AWS Trainium and Amazon SageMaker
Today, tens of thousands of customers are building, training, and deploying machine learning (ML) models using Amazon SageMaker to power applications that have the...
AI/ML-driven actionable insights and themes for Amazon third-party sellers using AWS
The Amazon International Seller Growth (ISG) team runs the CSBA (Customer Service by Amazon) program that supports over 200,000 third-party Merchant Fulfilled Network (MFN)...
Implementing MLOps practices with Amazon SageMaker JumpStart pre-trained models
Amazon SageMaker JumpStart is the machine learning (ML) hub of SageMaker that offers over 350 built-in algorithms, pre-trained models, and pre-built solution templates to...
Explain text classification model predictions using Amazon SageMaker Clarify
Model explainability refers to the process of relating the prediction of a machine learning (ML) model to the input feature values of an instance...
Best practices for load testing Amazon SageMaker real-time inference endpoints
Amazon SageMaker is a fully managed machine learning (ML) service. With SageMaker, data scientists and developers can quickly and easily build and train ML...
New and Improved Embedding Model
We are excited to announce a new embedding model which is significantly more capable, cost effective, and simpler to use. The new model, text-embedding-ada-002,...
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