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Vertex AI provides flexible and scalable hardware and secured infrastructure to train PyTorch based deep learning models with pre-built containers and custom containers. For model training with large amounts of data, using the distributed training paradigm and reading data from Cloud Storage is the best practice. However, training with data on the cloud such as …
The modern world of financial markets is fraught with volatility and uncertainty. Market participants and members are rethinking the way they approach problems and rapidly changing the way they do business. Access to models, usage patterns, and data has become key to keeping up with ever evolving markets. One of the biggest challenges firms face …
Read more “Using Vertex AI to build an industry leading Peer Group Benchmarking solution”
America’s Game On Saturday, December 10th, the Black Knights and the Midshipmen took to the field for 123rd time in the annual Army-Navy Football Game, presented by USAA. A time-honored tradition, the game marks a moment of friendly competition between the two services; a beloved American past-time played by those united in their dedication to …
Read more “America’s Game: What this partnership means to Palantir”
Picture this: A traveler sets off on a camping trip. She decides to extend her RV rental halfway through her trip, so she calls customer service for assistance, but finds herself waiting minutes, then what feels like hours. When she finally does get a hold of somebody, her call is redirected. More waiting follows. Suddenly …
Posted by Quan Wang, Senior Staff Software Engineer, and Fan Zhang, Staff Software Engineer, Google In 2019 we launched Recorder, an audio recording app for Pixel phones that helps users create, manage, and edit audio recordings. It leverages recent developments in on-device machine learning to transcribe speech, recognize audio events, suggest tags for titles, and …
Read more “Who Said What? Recorder’s On-device Solution for Labeling Speakers”
If you operate in a country with multiple official languages or across multiple regions, your audio files can contain different languages. Participants may be speaking entirely different languages or may switch between languages. Consider a customer service call to report a problem in an area with a substantial multi-lingual population. Although the conversation could begin …
Read more “Automatically identify languages in multi-lingual audio using Amazon Transcribe”
Enterprises need to translate business-critical content such as marketing materials, instruction manuals, and product catalogs across multiple languages to communicate with a global audience of customers, partners, and stakeholders. Identifying the source language in each document before calling a translate job creates complexities and adds another step to your workflow. For example, an international product …
For more than two decades, NVIDIA has supported graduate students doing outstanding work relevant to NVIDIA technologies through the NVIDIA Graduate Fellowship Program. Today we’re announcing the latest awards of up to $50,000 each to five Ph.D. students involved in research that spans all areas of computing innovation. Selected from a highly competitive applicant pool, …
Read more “NVIDIA Awards $50,000 Research Fellowships to PhD Students”
Next-generation cell-based therapy and gene editing therapeutics are set to revolutionize medicine. However, to harness the scientific potential of these drugs, biomanufacturing organizations must develop new systems to handle the increased complexity of process development, manufacturing operations, and quality assurance associated with these new therapeutics. In this blog post, we discuss the shortcomings of legacy …
Read more “Biomanufacturing of Tomorrow Requires a Connected Company Today”
Posted Keerthana Gopalakrishnan and Kanishka Rao, Google Research, Robotics at Google Major recent advances in multiple subfields of machine learning (ML) research, such as computer vision and natural language processing, have been enabled by a shared common approach that leverages large, diverse datasets and expressive models that can absorb all of the data effectively. Although …
Read more “RT-1: Robotics Transformer for Real-World Control at Scale”