Category: FAANG

The ability to effectively handle and process enormous amounts of documents has become essential for enterprises in the modern world. Due to the continuous influx of information that all enterprises deal with, manually classifying documents is no longer a viable option. Document classification models can automate the procedure and help organizations save time and resources. …

Read more “Amazon Comprehend document classifier adds layout support for higher accuracy”

When peer-to-peer marketplace Mercari came to the US in 2014, it had its work cut out for it. Surrounded by market giants like eBay, Craigslist, and Wish, Mercari needed to carve out an approach to compete for new users. Furthermore, Mercari wanted to build a network for buyers and sellers to return to, rather than …

Read more “Built with BigQuery: How Mercari US turned BigQuery into an ML-powered customer-growth machine”

Software is increasingly being run “at the edge,” ranging from disconnected data centers to small form-factor devices on factory floors, in space, under the sea, and other remote locations. However, deployment of software to edge devices is complex, especially at scale. As compute moves increasingly out to the edge across industries, software deployment to the …

Read more “Palantir Apollo: Innovations in software deployment to the Edge”

Posted by Badih Ghazi, Staff Research Scientist, and Nachiappan Valliappan, Staff Software Engineer, Google Research Recently, differential privacy (DP) has emerged as a mathematically robust notion of user privacy for data aggregation and machine learning (ML), with practical deployments including the 2022 US Census and in industry. Over the last few years, we have open-sourced …

Read more “Differentially private heatmaps”

Large language models (LLMs) with billions of parameters are currently at the forefront of natural language processing (NLP). These models are shaking up the field with their incredible abilities to generate text, analyze sentiment, translate languages, and much more. With access to massive amounts of data, LLMs have the potential to revolutionize the way we …

Read more “Financial text generation using a domain-adapted fine-tuned large language model in Amazon SageMaker JumpStart”

The digital era turned the traditional formula for media and entertainment success on its head, ushering in new technologies that have changed how content is produced, distributed, experienced, and monetized. Audiences have more choice, flexibility, and power over what they consume, and today’s media companies have to embrace ongoing transformation or risk falling behind – …

Read more “Three ways media leaders can leverage generative AI”

Sparked by the release of large AI models like AlexaTM, GPT, OpenChatKit, BLOOM, GPT-J, GPT-NeoX, FLAN-T5, OPT, Stable Diffusion, and ControlNet, the popularity of generative AI has seen a recent boom. Businesses are beginning to evaluate new cutting-edge applications of the technology in text, image, audio, and video generation that have the potential to revolutionize …

Read more “Deploy large models at high performance using FasterTransformer on Amazon SageMaker”