AWS Machine Learning Blog

JANUARY 29, 2025

Decentralized model In a decentralized approach, generative AI development and deployment are initiated and managed by the individual LOBs themselves. LOBs have autonomy over their AI workflows, models, and data within their respective AWS accounts.

Generative AI 80

Generative AI AI AI Large Language Models 80

ODSC - Open Data Science

FEBRUARY 25, 2025

Large Language Models & RAG TrackMaster LLMs & Retrieval-Augmented Generation Large language models (LLMs) and retrieval-augmented generation (RAG) have become foundational to AI development. AI Engineering TrackBuild Scalable AISystems Learn how to bridge the gap between AI development and software engineering.

Data Scientist 52

Data Scientist Machine Learning Large Language Models ML Engineer 52

ODSC - Open Data Science

MARCH 24, 2023

6 Characteristics of Companies That are Successfully Building AI In this article, we touch on the six most common characteristics of companies that are successfully building AI, and what we can learn from them. Register by Friday for 50% off.

Data Science 52

Data Science Machine Learning Data Ingestion NLP 52

Bugra Akyildiz

FEBRUARY 24, 2024

Increased Democratization: Smaller models like Phi-2 reduce barriers to entry, allowing more developers and researchers to explore the power of large language models. Responsible AI Development: Phi-2 highlights the importance of considering responsible development practices when building large language models.

Large Language Models 52

Large Language Models LLM Data Ingestion Neural Network 52