AWS Machine Learning Blog

FEBRUARY 28, 2023

In today’s highly competitive market, performing data analytics using machine learning (ML) models has become a necessity for organizations. It enables them to unlock the value of their data, identify trends, patterns, and predictions, and differentiate themselves from their competitors.

ML 101

ML ML AWS Machine Learning 101

AWS Machine Learning Blog

SEPTEMBER 11, 2024

Data contains information, and information can be used to predict future behaviors, from the buying habits of customers to securities returns. Businesses are seeking a competitive advantage by being able to use the data they hold, apply it to their unique understanding of their business domain, and then generate actionable insights from it.

AWS 118

AWS ML ML Clustering 118

DrivenData Labs

APRIL 2, 2025

This is a post with code that builds a benchmark for our What's Up, Docs? The goal of this competition is to build a computer program that will summarize long English documents for us. LLMs are big and can't be run on most regular-person computers, so the biggest and best are mostly available as APIs that cost money to use.

Python 130

Python Data Science 130

Hacker News

MARCH 18, 2025

Its the effort to build engineering structures within the Game of Life cellular automaton. In the end, we can think of the set of things that we can in principle engineer as being laid out in a kind of metaengineering space, much as we can think of mathematical theorems we can prove as being laid out in metamathematical space.

Algorithm 157

Algorithm Machine Learning Machine Learning Data Science 157

AWS Machine Learning Blog

NOVEMBER 11, 2024

To address these gaps and maximize their utility in specialized scenarios, fine-tuning with domain-specific data is essential to boost accuracy and relevance. On the other end of the spectrum, the larger Llama-3.2-11B SageMaker JumpStart allows for full customization of pre-trained models to suit specific use cases using your own data.

AI 117

AI AI ML ML 117