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Amazon SageMaker Autopilot has added a new training mode that supports model ensembling powered by AutoGluon. Ensemble training mode in Autopilot trains several base models and combines their predictions using model stacking. For datasets less than 100 MB, ensemble training mode builds machine learning (ML) models with high accuracy quickly—up to eight times faster than …
Dentists get a bad rap. Dentists also get more people out of more aggravating pain than just about anyone. Which is why the more technology dentists have, the better. Overjet, a member of the NVIDIA Inception program for startups, is moving fast to bring AI to dentists’ offices. On this episode of the NVIDIA AI …
Read more “A Podcast With Teeth: How Overjet Brings AI to Dentists’ Offices”
Whether for virtual assistants, transcriptions or contact centers, voice AI services are turning words and conversations into bits and bytes of business magic. At GTC this week, NVIDIA announced new additions to NVIDIA Riva, a GPU-accelerated software development kit for building and deploying speech AI applications. Riva’s pretrained models are now offered in seven languages, …
The challenges of keeping health data private — and why lineage-aware data deletion matters The global COVID-19 crisis, the first pandemic of its kind in recent history, brought about an unprecedented set of challenges. Faced with a public health crisis, governments around the world established far-reaching emergency measures in an attempt to “flatten the curve” and protect citizens. …
Read more “Safeguarding Privacy in Healthcare through Systematic Data Deletion”
Eli Manning was the obvious choice. For the last six years, IBM has been working with ESPN to infuse AI-generated insights into their fantasy football platform. But we needed someone who could help us tell the story; someone who could grab the attention of fantasy football enthusiasts, introduce them to the artificial intelligence of Watson, …
Read more “Eli Manning and the power of AI in ESPN fantasy football”
Organizations are increasingly depending upon artificial intelligence (AI) and Machine Learning (ML) to assist humans in decision making. It’s how top organizations improve customer interactions and accelerate time-to-market for goods and services. But these organizations need to be able to trust their AI/ML models before they can be operationalized and used in crucial business processes. …
Read more “How to enable trustworthy AI with the right data fabric solution”
Posted by Weicheng Kuo and Anelia Angelova, Research Scientists, Google Research, Brain Team Natural language enables flexible descriptive queries about images. The interaction between text queries and images grounds linguistic meaning in the visual world, facilitating a better understanding of object relationships, human intentions towards objects, and interactions with the environment. The research community has …
Read more “FindIt: Generalized Object Localization with Natural Language Queries”
Amazon SageMaker Data Wrangler reduces the time that it takes to aggregate and prepare data for machine learning (ML) from weeks to minutes in Amazon SageMaker Studio, the first fully integrated development environment (IDE) for ML. With Data Wrangler, you can simplify the process of data preparation and feature engineering, and complete each step of …
Pharmaceutical companies seeking approval from regulatory agencies such as the US Food & Drug Administration (FDA) or Japanese Pharmaceuticals and Medical Devices Agency (PMDA) to sell their drugs on the market must submit evidence to prove that their drug is safe and effective for its intended use. A team of physicians, statisticians, chemists, pharmacologists, and …
Amazon SageMaker provides a suite of built-in algorithms, pre-trained models, and pre-built solution templates to help data scientists and machine learning (ML) practitioners get started on training and deploying ML models quickly. These algorithms and models can be used for both supervised and unsupervised learning. They can process various types of input data, including tabular, …