How OCX Cognition reduced ML model development time from weeks to days and model update time from days to real time using AWS Step Functions and Amazon SageMaker

Favorite This post was co-authored by Brian Curry (Founder and Head of Products at OCX Cognition) and Sandhya MN (Data Science Lead at InfoGain) OCX Cognition is a San Francisco Bay Area-based startup, offering a commercial B2B software as a service (SaaS) product called Spectrum AI. Spectrum AI is a

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Shared by AWS Machine Learning May 26, 2023

Get insights on your user’s search behavior from Amazon Kendra using an ML-powered serverless stack

Favorite Amazon Kendra is a highly accurate and intelligent search service that enables users to search unstructured and structured data using natural language processing (NLP) and advanced search algorithms. With Amazon Kendra, you can find relevant answers to your questions quickly, without sifting through documents. However, just enabling end-users to

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Shared by AWS Machine Learning May 26, 2023

Build a powerful question answering bot with Amazon SageMaker, Amazon OpenSearch Service, Streamlit, and LangChain

Favorite One of the most common applications of generative AI and large language models (LLMs) in an enterprise environment is answering questions based on the enterprise’s knowledge corpus. Amazon Lex provides the framework for building AI based chatbots. Pre-trained foundation models (FMs) perform well at natural language understanding (NLU) tasks

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Shared by AWS Machine Learning May 26, 2023

Differentially private clustering for large-scale datasets

Favorite Posted by Vincent Cohen-Addad and Alessandro Epasto, Research Scientists, Google Research, Graph Mining team Clustering is a central problem in unsupervised machine learning (ML) with many applications across domains in both industry and academic research more broadly. At its core, clustering consists of the following problem: given a set

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Shared by Google AI Technology May 25, 2023

Google Research at I/O 2023

Favorite Posted by James Manyika, SVP Google Research and Technology & Society, and Jeff Dean, Chief Scientist, Google DeepMind and Google Research Wednesday, May 10th was an exciting day for the Google Research community as we watched the results of months and years of our foundational and applied work get

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Shared by Google AI Technology May 25, 2023

3 new ways generative AI can help you search

Favorite Today, we’re starting to open up access to SGE (Search Generative Experience), one of our first experiments in Search Labs. View Original Source (blog.google/technology/ai/) Here.

Regulatory language cannot be the same for all software

Favorite In reviewing the language and concepts being used in the various draft bills and directives circulating in Brussels at present, it is clear that the experts crafting the language are using their understanding of proprietary software to build the protections they clearly intend for Open Source. This may be

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Shared by voicesofopensource May 25, 2023