AWS Machine Learning Blog

MARCH 10, 2025

The use of multiple external cloud providers complicated DevOps, support, and budgeting. Operational consolidation and reliability Post-migration, our DevOps and SRE teams see 20% less maintenance burden and overheads. These operational inefficiencies meant that we had to revisit our solution architecture.

DevOps 83

DevOps Metadata Auto-complete Automation 83

Unite.AI

JANUARY 25, 2024

Natural Language Processing (NLP), a field at the heart of understanding and processing human language, saw a significant increase in interest, with a 195% jump in engagement. This spike in NLP underscores its central role in the development and application of generative AI technologies.

Prompt Engineering 182

Prompt Engineering Prompt Engineer NLP Generative AI 182

Mlearning.ai

JULY 31, 2023

It handles everything from initial creation of the model to successful deployment and continuous learning. Extension Of Devops MLOps is an extension of DevOps. DevOps aims to streamline the development and operation of software applications, while MLOps focuses on the machine learning lifecycle.

DevOps 52

DevOps Machine Learning Data Scientist NLP 52

AWS Machine Learning Blog

SEPTEMBER 28, 2023

Each request/response interaction is facilitated by the AWS SDK and sends network traffic to Amazon Lex (the NLP component of the bot). Shuyu Yang is Generative AI and Large Language Model Delivery Lead and also leads CoE (Center of Excellence) Accenture AI (AWS DevOps professional) teams.

Generative AI 119

Generative AI Artificial Intelligence Artificial Intelligence Chatbots 119

AWS Machine Learning Blog

MARCH 1, 2023

Solution overview Amazon Comprehend is a fully managed service that uses natural language processing (NLP) to extract insights about the content of documents. MLOps focuses on the intersection of data science and data engineering in combination with existing DevOps practices to streamline model delivery across the ML development lifecycle.

Data Ingestion 95

Data Ingestion DevOps ML Automation 95

AWS Machine Learning Blog

NOVEMBER 7, 2023

Without continued learning, these models remain oblivious to new data and trends that emerge after their initial training. Amazon Kendra with foundational LLM Amazon Kendra is an advanced enterprise search service enhanced by machine learning (ML) that provides out-of-the-box semantic search capabilities.

Large Language Models 116

Large Language Models Generative AI LLM AI 116