Data Science Dojo

AUGUST 22, 2023

Large language models, which are a prominent category of transformer models, have proven to be exceptionally versatile. These models significantly expand the purview of AI across industries and businesses, poised to usher in a new era of innovation, ingenuity, and efficiency.

Natural Language Processing 195

Natural Language Processing AI AI Deep Learning 195

AWS Machine Learning Blog

OCTOBER 6, 2023

For instance, in an application that recommends movies, features could include previous ratings, preference categories, and demographics. Solution overview Let’s imagine a scenario where a movie entertainment company promotes movies to different users via an email campaign.

AI 110

AI AI Natural Language Processing ML 110

AWS Machine Learning Blog

MARCH 27, 2024

From generating images to editing them, text-to-image models have broad applications across industries. Similarly, it can aid in design across various industries such as manufacturing, fashion design in retail, and game design by streamlining the generation of graphics and illustrations. It is available in US East (N.

AWS 85

AWS Machine Learning Machine Learning Data Scientist 85

AWS Machine Learning Blog

NOVEMBER 15, 2023

Although this post focuses on autonomous driving, the concepts discussed are applicable broadly to domains that have rich vision-based applications such as healthcare and life sciences, and media and entertainment. Visual prompts can include bounding boxes or masks that guide vision models in generating relevant and accurate outputs.

Machine Learning 90

Machine Learning Machine Learning ML ML 90

AWS Machine Learning Blog

JANUARY 26, 2024

Generative artificial intelligence (AI) applications built around large language models (LLMs) have demonstrated the potential to create and accelerate economic value for businesses. Many customers are looking for guidance on how to manage security, privacy, and compliance as they develop generative AI applications.

AWS 122

AWS AI AI ML 122

AWS Machine Learning Blog

SEPTEMBER 1, 2023

Nowadays, the majority of our customers is excited about large language models (LLMs) and thinking how generative AI could transform their business. However, bringing such solutions and models to the business-as-usual operations is not an easy task. The following figure illustrates the topics we discuss.

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AI AI ML ML 102

AWS Machine Learning Blog

MAY 8, 2024

The telecommunications industry is more competitive than ever before. For more about how Axiata uses AWS services, see Axiata Selects AWS as its Primary Cloud Provider to Drive Innovation in the Telecom Industry Challenges with understanding customer churn The Sri Lankan telecom market has high churn rates due to several factors.

ML 88

ML ML AWS AI 88