AWS Machine Learning Blog

MARCH 28, 2024

A number of techniques are typically used to improve the accuracy and performance of an LLM’s output, such as fine-tuning with parameter efficient fine-tuning (PEFT) , reinforcement learning from human feedback (RLHF) , and performing knowledge distillation. One of the main advantages of the MoE architecture is its scalability.

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AWS Machine Learning Blog

NOVEMBER 30, 2023

The middle layer is easy access to all of the models and tools customers need to build and scale generative AI applications with the same security, access control, and other features customers expect from an AWS service. And at the top layer, we’ve been investing in game-changing applications in key areas like generative AI-based coding.

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IBM Journey to AI blog

OCTOBER 9, 2023

Artificial intelligence (AI) can help usher in a new era of human resource management, where data analytics, machine learning and automation can work together to save people time and support higher-quality outcomes. These conversations are happening as the workforce is undergoing a major change.

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IBM Journey to AI blog

OCTOBER 16, 2023

Machine learning (ML)—the artificial intelligence (AI) subfield in which machines learn from datasets and past experiences by recognizing patterns and generating predictions—is a $21 billion global industry projected to become a $209 billion industry by 2029. Then, it can tailor marketing materials to match those interests.

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The MLOps Blog

JUNE 5, 2023

This article was originally an episode of the MLOps Live , an interactive Q&A session where ML practitioners answer questions from other ML practitioners. David is currently the Vice President of Unusual Ventures, where they are raising the bar of what founders should expect from their venture investors.

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phData

JULY 18, 2023

The Ultimate Modern Data Stack Migration Guide phData Marketing July 18, 2023 This guide was co-written by a team of data experts, including Dakota Kelley, Ahmad Aburia, Sam Hall, and Sunny Yan. Imagine a world where all of your data is organized, easily accessible, and routinely leveraged to drive impactful outcomes.

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