Advanced Computing in the Age of AI | Saturday, August 20, 2022

data scientists

AWS Working to Make Machine Learning Accessible to Non-Developers, While Growing ML Worker Ranks

As a serious shortage of enterprise AI and ML developers continues across a wide range of businesses, Amazon Web Services (AWS) is looking to jumpstart AI and ML education ...Full Article

Intel’s 30x AI Performance Aim for Xeon Sapphire Rapids CPUs May Not Solve All AI Needs: Analysts

With its upcoming Intel Sapphire Rapids CPUs, designed as the next generation of Intel Xeon CPUs after Ice Lake and slated for release in 2022, chipmaker Intel Corp. is ...Full Article

MosaicML Comes Out of Stealth Aiming to Make Machine Learning Training Cheaper, More Efficient

With more and more enterprises turning to AI for a myriad of tasks, companies quickly find out that training AI models is expensive, difficult and time-consuming. Finding a new ...Full Article

AI Modeling Reinvented: It’s Time to Shift to Better Data, Rather Than Just Building Better Models

For several years, AI model building has been centered on creating better models to further push the envelope of increased performance and broader AI capabilities in enterprise computing and ...Full Article

Run:AI Looks to Bring 100% GPU Utilization to its AI-Focused Compute Orchestration Platform

One of the biggest challenges in AI development is to efficiently allocate and utilize the available power and performance of GPUs that are crunching AI models. Running those workloads ...Full Article

Overcoming the Challenges of Machine Learning Models

Organizations are always fighting to operationalize their machine learning models and get them into production to help their businesses. Data scientists build machine learning models, but they are typically ...Full Article

Nvidia’s Speedy New Inference Engine Keeps BERT Latency Within a Millisecond

Disappointment abounds when your data scientists dial in the accuracy on deep learning models to a high degree but are then eventually forced to gut the model for inference ...Full Article

Easing Machine Learning for Developers, Google’s Vertex AI Managed ML Platform Now Available

Google Cloud has been busy over the last few years building a wide range of AI and machine learning tools for developers to help them find real-world uses for ...Full Article

AI Virtualization and Orchestration Startup Run:AI Captures $30M in Series B Funding

Upstart AI vendor Run:AI dove into AI by creating Kubernetes-based software to help customers get more production out of their existing AI infrastructure investments. Run:AI’s software is an orchestration ...Full Article

AI Projects Stalled by Messy Data

Tens of billions will be spent this year on AI development, but those efforts continue to be stymied by ratty data that has undermined model training efforts and burned ...Full Article
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