Optimize equipment performance with historical data, Ray, and Amazon SageMaker
TutoSartup excerpt from this article:
Finding optimal control policies is a complex task because physical systems, such as chemical reactors and wind turbines, are often hard to model and because drift in process dynamics can cause performance to deteriorate over time... Offline reinforcement learning is a control strategy that allows industrial companies to build control policies entirely from historical data without the need for an...
Finding optimal control policies is a complex task because physical systems, such as chemical reactors and wind turbines, are often hard to model and because drift in process dynamics can cause performance to deteriorate over time... Offline reinforcement learning is a control strategy that allows industrial companies to build control policies entirely from historical data without the need for an...
Why is the crypto market down this week?
TutoSartup excerpt from this article:
Spot ETF delays, a strengthening US dollar and increasing regulatory pressure are all adding to this week’s crypto market underperformance... The crypto market is down this week, with the total market capitalization falling by 4... This movement has increased Bitcoin (BTC) market dominance as regulatory uncertainty hangs over the alt...
Spot ETF delays, a strengthening US dollar and increasing regulatory pressure are all adding to this week’s crypto market underperformance... The crypto market is down this week, with the total market capitalization falling by 4... This movement has increased Bitcoin (BTC) market dominance as regulatory uncertainty hangs over the alt...
Enable pod-based GPU metrics in Amazon CloudWatch
TutoSartup excerpt from this article:
15/k8s-deployment-manifest-templates/deployment-mode/service/cwagent-prometheus/prometheus-eks...yaml The file contains a cwagent configmap and a prometheus configmap... Edit the prometheus-eks...yaml file Open the prometheus-eks...json: | { "logs": { "metrics_collected": { "prometheus": { "prometheus_config_path": "/etc/prometheusconfig/prometheus...
15/k8s-deployment-manifest-templates/deployment-mode/service/cwagent-prometheus/prometheus-eks...yaml The file contains a cwagent configmap and a prometheus configmap... Edit the prometheus-eks...yaml file Open the prometheus-eks...json: | { "logs": { "metrics_collected": { "prometheus": { "prometheus_config_path": "/etc/prometheusconfig/prometheus...
Tencent unveils ChatGPT rival in China amid continuing US AI chip ban
TutoSartup excerpt from this article:
Despite heavy government regulations and ongoing struggles with hardware sourcing, Tencent’s large language model has been released for business use in China... Chinese technology corporation Tencent unveiled its “Hunyuan” artificial intelligence (AI) system, a multimodal large language model (LLM) similar to OpenAI’s ChatGPT, a...
Despite heavy government regulations and ongoing struggles with hardware sourcing, Tencent’s large language model has been released for business use in China... Chinese technology corporation Tencent unveiled its “Hunyuan” artificial intelligence (AI) system, a multimodal large language model (LLM) similar to OpenAI’s ChatGPT, a...
Best practices and design patterns for building machine learning workflows with Amazon SageMaker Pipelines
TutoSartup excerpt from this article:
This enables you to build a customized and reproducible pipeline for specific requirements in your ML workflows... Use Pipeline Session for lazy loading of the pipeline Pipeline Session enables lazy initialization of pipeline resources (the jobs are not started until pipeline runtime)...pipeline_context import PipelineSession from sagemaker...get_execution_role() pipeline_session = PipelineSess...
This enables you to build a customized and reproducible pipeline for specific requirements in your ML workflows... Use Pipeline Session for lazy loading of the pipeline Pipeline Session enables lazy initialization of pipeline resources (the jobs are not started until pipeline runtime)...pipeline_context import PipelineSession from sagemaker...get_execution_role() pipeline_session = PipelineSess...
Meta’s assault on privacy should serve as a warning against AI
TutoSartup excerpt from this article:
The result? Two historic mass-targeted psychological public relations campaigns that had a relatively strong influence on both the outcomes of the United States presidential election and the United Kingdom’s European Union membership referendum in 2016... In an increasingly AI-driven world, blockchain could play a critical role in preventing the sins committed by apps like F...
The result? Two historic mass-targeted psychological public relations campaigns that had a relatively strong influence on both the outcomes of the United States presidential election and the United Kingdom’s European Union membership referendum in 2016... In an increasingly AI-driven world, blockchain could play a critical role in preventing the sins committed by apps like F...
AWS achieves ISO/IEC 20000-1:2018 certification for AWS Asia Pacific (Mumbai) and (Hyderabad) Regions
TutoSartup excerpt from this article:
The scope of the ISO/IEC 20000-1:2018 certification is limited to the IT Service Management System (ITSMS) of AWS India Data Center (DC) Operations that supports the delivery of Security Operations Center (SOC) and Network Operation Center (NOC) managed services... ISO/IEC 20000-1 is a service management system (SMS) standard that specifies requirements for establishing, implementing, maintaini...
The scope of the ISO/IEC 20000-1:2018 certification is limited to the IT Service Management System (ITSMS) of AWS India Data Center (DC) Operations that supports the delivery of Security Operations Center (SOC) and Network Operation Center (NOC) managed services... ISO/IEC 20000-1 is a service management system (SMS) standard that specifies requirements for establishing, implementing, maintaini...