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Vertex AI Example-based Explanations improve ML via explainability

Artificial intelligence (AI) can automatically learn patterns that humans can’t detect, making it a powerful tool for getting more value out of data. A high-performing model starts with high-quality data, but in many cases, datasets have issues such as incorrect labels or unclear examples that contribute to poor model performance. Data quality is a constant …

Simplify model serving with custom prediction routines on Vertex AI

The data received at serving time is rarely in the format your model expects. Numerical columns need to be normalized, features created, image bytes decoded, input values validated. Transforming the data can be as important as the prediction itself. That’s why we’re excited to announce custom prediction routines on Vertex AI, which simplify the process …

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Google Cloud and Apollo24|7: Building Clinical Decision Support System (CDSS) together

Clinical Decision Support System (CDSS) is an important technology for the healthcare industry that analyzes data to help healthcare professionals make decisions related to patient care. The market size for the global clinical decision support system appears poised for expansion, with one study predicting a compound annual growth rate (CAGR) of 10.4%, from 2022 to …

UN Economic Commission for Africa Engages NVIDIA to Boost Data Science in 10 Nations

NVIDIA is collaborating with the United Nations Economic Commission for Africa (UNECA) to equip governments and developer communities in 10 nations with data science training and technology to support more informed policymaking and accelerate how resources are allocated. The initiative will empower the countries’ national statistical offices — agencies that handle population censuses data, economic …

Rendered.ai Founder and CEO Nathan Kundtz on Using AI to Build Better AI

Data is the fuel that makes artificial intelligence run. Training machine learning and AI systems requires data. And the quality of datasets has a big impact on the systems’ results. But compiling quality real-world data for AI and ML can be difficult and expensive. That’s where synthetic data comes in. The guest for this week’s …

NVIDIA and VMware CEOs Discuss New Era of Enterprise Computing

Reinventing enterprise computing for the modern era, VMware CEO Raghu Raghuram Tuesday announced the availability of the VMware vSphere 8 enterprise workload platform running on NVIDIA DPUs, or data processing units, an initiative formerly known as Project Monterey. Placing the announcement in context, Raghuram and NVIDIA founder and CEO Jensen Huang discussed how running VMware …

Fintech Company Blocks Fraud Attacks for Financial Institutions With AI and NVIDIA GPUs

E-commerce sales have skyrocketed as more people shop remotely, spurred by the pandemic. But this surge has also led fraudsters to use the opportunity to scam retailers and customers, according to David Sutton, director of analytical technology at fintech company Featurespace. The company, headquartered in the U.K., has developed AI-powered technology to increase the speed …

Learn How Leading Companies Are Building AI Centers of Excellence, at NVIDIA GTC

AI Centers of Excellence are organizational units dedicated to implementing a company-wide AI vision. They help identify business use cases, create an implementation roadmap, accelerate adoption, assess impact and more. NVIDIA GTC, a global conference on AI and the metaverse, brings together the world’s top business and technology leaders who’ve embraced artificial intelligence to transform …

Shelter From the Storm: AI Helps Gauge Catastrophe Risks

Floods in Kentucky and wildfires in California are the kinds of disasters companies of all sorts are trying to address with AI. Tom Rikert, co-founder and CEO of San Francisco-based startup Masterful AI, is one of many experts helping them manage catastrophe risk. In the U.S. alone, the National Association of Insurance Commissioners estimates that …

Predict, Detect, Mitigate: AI for Climate Science Takes the Stage at NVIDIA GTC

Recent AI advances enable modeling of weather forecasting 4-5 magnitudes faster than traditional computing methods. The brightest leaders, researchers and developers in climate science, high performance computing and AI will discuss such technology breakthroughs — and how they can help foster a greener Earth — at NVIDIA GTC. The virtual conference, running Sept. 19-22, also …