Remove Auto-classification Remove ESG Remove Machine Learning
article thumbnail

Accelerating sustainable modernization with Green IT Analyzer on AWS

IBM Journey to AI blog

Businesses are increasingly embracing data-intensive workloads, including high-performance computing, artificial intelligence (AI) and machine learning (ML). Companies are also striving to balance this innovation with growing environmental, social and governance (ESG) regulations.

article thumbnail

Accelerate hyperparameter grid search for sentiment analysis with BERT models using Weights & Biases, Amazon EKS, and TorchElastic

AWS Machine Learning Blog

Transformer-based language models such as BERT ( Bidirectional Transformers for Language Understanding ) have the ability to capture words or sentences within a bigger context of data, and allow for the classification of the news sentiment given the current state of the world. eks-create.sh This will create one instance of each type.

BERT 87