Dataconomy

MAY 8, 2024

its Sonio Detect product, which employs advanced deep learning algorithms to enhance ultrasound image quality in real-time, has gained FDA 510(k) approval. Samsung Electronics, which purchased Medison in 2011 for $22 million, holds a 68.45% ownership in the medical device division. In the U.S.,

AI 103

AI AI Deep Learning Deep Learning 103

Hacker News

NOVEMBER 15, 2023

Patrick Lewis “We definitely would have put more thought into the name had we known our work would become so widespread,” Lewis said in an interview from Singapore, where he was sharing his ideas with a regional conference of database developers. “We Retrieval-augmented generation combines LLMs with embedding models and vector databases.

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Database AI AI Natural Language Processing 181

Hacker News

MARCH 25, 2022

“Transformers made self-supervised learning possible, and AI jumped to warp speed,” said NVIDIA founder and CEO Jensen Huang in his keynote address this week at GTC. Transformers are in many cases replacing convolutional and recurrent neural networks (CNNs and RNNs), the most popular types of deep learning models just five years ago.

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Machine Learning Machine Learning AI AI 182

IBM Data Science in Practice

JULY 5, 2023

By using different sources and obtaining initial representations for each of the nodes in the KG, we can enhance the final learned representation, what we refer to as knowledge-enhanced learned representation. Bindingdb: a web-accessible database of experimentally determined protein–ligand binding affinities. ISSN 0305–1048.

Database 130

Database Python Algorithm Deep Learning 130

AWS Machine Learning Blog

DECEMBER 14, 2023

This post is co-authored by Anatoly Khomenko, Machine Learning Engineer, and Abdenour Bezzouh, Chief Technology Officer at Talent.com. Established in 2011, Talent.com aggregates paid job listings from their clients and public job listings, and has created a unified, easily searchable platform. path_suffix='.parquet',

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ETL AWS ML ML 99

AWS Machine Learning Blog

MAY 2, 2023

There are a few limitations of using off-the-shelf pre-trained LLMs: They’re usually trained offline, making the model agnostic to the latest information (for example, a chatbot trained from 2011–2018 has no information about COVID-19). For each record in the knowledge database, we generate an embedding vector using the GPT-J embedding model.

Algorithm 81

Algorithm Machine Learning Machine Learning Natural Language Processing 81

AWS Machine Learning Blog

APRIL 19, 2023

It’s easy to learn Flink if you have ever worked with a database or SQL-like system by remaining ANSI-SQL 2011 compliant. About the Authors Mark Roy is a Principal Machine Learning Architect for AWS, helping customers design and build AI/ML solutions. The application is written using Apache Flink SQL.

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ML ML Apache Kafka SQL 80