Sign up for the latest Speech AI news from NVIDIA. Conversational AI is a set of technologies enabling human-like interactions between humans and devices based on the most natural interfaces for us: speech and natural language. Systems based on conversational AI can understand commands by recognizing speech and text, translating on-the-fly between different languages…
]]>Data plays a crucial role in creating intelligent applications. To create an efficient AI/ ML app, you must train machine learning models with high-quality, labeled datasets. Generating and labeling such data from scratch has been a critical bottleneck for enterprises. Many companies prefer a one-stop solution to support their AI/ML workflow from data generation, data labeling, model training/
]]>Recently, NVIDIA unveiled the A100 GPU model, based on the NVIDIA Ampere architecture. Ampere introduced many features, including Multi-Instance GPU (MIG), that play a special role for deep learning-based (DL) applications. MIG makes it possible to use a single A100 GPU as if it were multiple smaller GPUs, maximizing utilization for DL workloads and providing dynamic scalability.
]]>Recommender systems are ubiquitous in online platforms, helping users navigate through an exponentially growing number of goods and services. These models are key in driving user engagement. With the rapid growth in scale of industry datasets, deep learning (DL) recommender models have started to gain advantages over traditional methods by capitalizing on large amounts of training data.
]]>Recommender systems help people find what they’re looking for among an exponentially growing number of options. They are a critical component for driving user engagement on many online platforms. With the rapid growth in scale of industry datasets, deep learning (DL) recommender models, which capitalize on large amounts of training data, have started to show advantages over traditional…
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