Heartbeat

SEPTEMBER 13, 2023

However, they are often considered " black boxes " because it can be challenging to comprehend how their internal workings generate specific predictions. However, they are often considered " black boxes " because it can be challenging to comprehend how their internal workings generate specific predictions.

Machine Learning 52

Machine Learning Machine Learning AI AI 52

AWS Machine Learning Blog

MAY 22, 2023

The power of LLMs comes from their capacity to learn and generalize from extensive and diverse training data. Text completion or imputation is one of the most common unsupervised objectives: given a chunk of text, the model learns to accurately predict what comes next (for example, predict the next sentence).

AWS 91

AWS Natural Language Processing Machine Learning Machine Learning 91

Google Research AI blog

FEBRUARY 10, 2023

Hence, developing algorithms with improved efficiency, performance and speed remains a high priority as it empowers services ranging from Search and Ads to Maps and YouTube. In 2022, we continued this journey, and advanced the state-of-the-art in several related areas. You can find other posts in the series here.)

Algorithm 110

Algorithm Clustering ML ML 110

Cambridge Intelligence

OCTOBER 19, 2023

Each has its own strengths and weaknesses, and the best option for you will depend on your specific use case and requirements. Each has its own strengths and weaknesses, and the best option for you will depend on your specific use case and requirements. We’ve seen how much effort it is to switch databases mid-project.

Database 59

Database Azure SQL AWS 59

Hacker News

MAY 3, 2023

In the past months, an exquisitely human-centric approach called Reinforcement Learning from Human Feedback (RLHF) has rapidly emerged as a tour de force in the realm of AI alignment. What is the learning process of a language model? What is RLHF and how to make language models more aligned with human values?

Supervised Learning 181

Supervised Learning Natural Language Processing AI AI 181

PyImageSearch

JUNE 19, 2023

We will start by learning the basics of these systems and then delve into some of the most popular ones in detail. With the rise of the internet and the increasing use of smart devices, it has become more important than ever to understand user preferences and provide personalized content and services.

K-nearest Neighbors 56

K-nearest Neighbors Clustering Algorithm Deep Learning 56

AWS Machine Learning Blog

APRIL 17, 2023

However, as the size and complexity of the deep learning models that power generative AI continue to grow, deployment can be a challenging task. Then, we highlight how Amazon SageMaker large model inference deep learning containers (LMI DLCs) can help with optimization and deployment.

AWS 80

AWS Deep Learning Deep Learning Machine Learning 80