Tag: ai/ml

As Artificial Intelligence (AI) and Machine Learning (ML) technologies have become mainstream, many enterprises have been successful in building critical business applications powered by ML models at scale in production. However, since these ML models are making critical business decisions for the business, it’s important for enterprises to add proper guardrails throughout their ML lifecycle. …

Read more “Use Amazon SageMaker Model Card sharing to improve model governance”

For years, Google Cloud’s Apigee API Management has been helping customers around the globe build APIs for diverse use cases, environments, and scale. Now, with the help of generative AI, we are reimagining the way APIs and integrations are developed, making it easier for both seasoned and new developers to seamlessly manage communications within their …

Read more “Introducing Duet AI in Apigee API Management and Application Integration”

Entrepreneurs are cultivating generative AI from the west coast of Africa to the eastern edge of the Arabian Desert. Gen AI is the latest of the big plans Kofi Genfi and Nii Osae have been hatching since they met 15 years ago in high school in Accra, Ghana’s capital that sits on the Gulf of …

Read more “Meet Five Generative AI Innovators in Africa and the Middle East”

Today, we are introducing the preview of Duet AI in Looker, tapping into the full power of Google and our years-long leadership in generative AI to reinvent how you work with and present your data. It’s time to reimagine what business intelligence truly means and go beyond traditional limits that have slowed you down, kept …

Read more “The future of Looker is powered by AI”

Posted by Yujin Tang and Wenhao Yu, Research Scientists, Google Simple and effective interaction between human and quadrupedal robots paves the way towards creating intelligent and capable helper robots, forging a future where technology enhances our lives in ways beyond our imagination. Key to such human-robot interaction systems is enabling quadrupedal robots to respond to …

Read more “SayTap: Language to quadrupedal locomotion”

Posted by Yujin Tang and Wenhao Yu, Research Scientists, Google Simple and effective interaction between human and quadrupedal robots paves the way towards creating intelligent and capable helper robots, forging a future where technology enhances our lives in ways beyond our imagination. Key to such human-robot interaction systems is enabling quadrupedal robots to respond to …

Read more “SayTap: Language to quadrupedal locomotion”

Maintaining machine learning (ML) workflows in production is a challenging task because it requires creating continuous integration and continuous delivery (CI/CD) pipelines for ML code and models, model versioning, monitoring for data and concept drift, model retraining, and a manual approval process to ensure new versions of the model satisfy both performance and compliance requirements. …

Read more “MLOps for batch inference with model monitoring and retraining using Amazon SageMaker, HashiCorp Terraform, and GitLab CI/CD”