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Build production-ready generative AI applications for enterprise search using Haystack pipelines and Amazon SageMaker JumpStart with LLMs Tuana Celik AWS Machine Learning Blog

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​ This blog post is co-written with Tuana Çelik from deepset.  Enterprise search is a critical component of organizational efficiency through document digitization and knowledge management. Enterprise search covers storing documents such as digital files, indexing the documents for search, and providing relevant results based… Read More »Build production-ready generative AI applications for enterprise search using Haystack pipelines and Amazon SageMaker JumpStart with LLMs Tuana Celik AWS Machine Learning Blog

Cambridge Researchers are Developing Uncertainty into Machine Learning Systems Astha Kumari Artificial Intelligence Category – MarkTechPost

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​ In a world of uncertain human insights, embracing uncertainty could help machines and humans work together more effectively and reliably. While current systems are programmed to assume that human interventions are always accurate and confident, this research considers uncertainty in such interactions. A team… Read More »Cambridge Researchers are Developing Uncertainty into Machine Learning Systems Astha Kumari Artificial Intelligence Category – MarkTechPost

Amazon Product Recommendation Systems Puneet Mangla PyImageSearch

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​ Home Table of Contents Amazon Product Recommendation Systems Related-Product Recommendations Product Graph Product Relationships Selection Bias and Cold Start Graph Construction Product Embedding Generation: Forward Pass Algorithm Related-Product Recommendation Loss Function and Training Repeat Purchase Recommendations Repeat Customer Probability Model Aggregate Time Distribution Model… Read More »Amazon Product Recommendation Systems Puneet Mangla PyImageSearch

Master Key to Audio Source Separation: Introducing AudioSep to Separate Anything You Describe Janhavi Lande Artificial Intelligence Category – MarkTechPost

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​ Computational Auditory Scene Analysis (CASA) is a field within audio signal processing that focuses on separating and understanding individual sound sources in complex auditory environments. A new approach to CASA is language-queried audio source separation (LASS), introduced in InterSpeech 2022. The purpose of LASS… Read More »Master Key to Audio Source Separation: Introducing AudioSep to Separate Anything You Describe Janhavi Lande Artificial Intelligence Category – MarkTechPost

Researchers at Boston University Release the Platypus Family of Fine-Tuned LLMs: To Achieve Cheap, Fast and Powerful Refinement of Base LLMs Tanya Malhotra Artificial Intelligence Category – MarkTechPost

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​ Large Language Models (LLMs) have taken the world by storm. These super-effective and efficient models stand as the modern marvels of Artificial Intelligence. With the ability to comprehend context, generate text, and converse coherently, they have become capable of redefining communication between humans and… Read More »Researchers at Boston University Release the Platypus Family of Fine-Tuned LLMs: To Achieve Cheap, Fast and Powerful Refinement of Base LLMs Tanya Malhotra Artificial Intelligence Category – MarkTechPost

IBM Researchers Introduce an Analog AI Chip for Deep Learning Inference: Showcasing Critical Building Blocks of a Scalable Mixed-Signal Architecture Mohammad Arshad Artificial Intelligence Category – MarkTechPost

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​ The ongoing AI revolution, set to reshape lifestyles and workplaces, has seen deep neural networks (DNNs) play a pivotal role, notably with the emergence of foundation models and generative AI. Yet, the conventional digital computing frameworks that host these models hinder their potential performance… Read More »IBM Researchers Introduce an Analog AI Chip for Deep Learning Inference: Showcasing Critical Building Blocks of a Scalable Mixed-Signal Architecture Mohammad Arshad Artificial Intelligence Category – MarkTechPost