Data Science Dojo

DECEMBER 8, 2023

Zero-shot, one-shot, and few-shot learning are redefining how machines adapt and learn, promising a future where adaptability and generalization reach unprecedented levels. Source: Photo by Hal Gatewood on Unsplash In this exploration, we navigate from the basics of supervised learning to the forefront of adaptive models.

Supervised Learning 360

Supervised Learning Machine Learning Machine Learning Artificial Intelligence 360

Data Science Dojo

DECEMBER 8, 2023

Zero-shot, one-shot, and few-shot learning are redefining how machines adapt and learn, promising a future where adaptability and generalization reach unprecedented levels. Source: Photo by Hal Gatewood on Unsplash In this exploration, we navigate from the basics of supervised learning to the forefront of adaptive models.

Supervised Learning 195

Supervised Learning Machine Learning Machine Learning Artificial Intelligence 195

Data Science Blog

MARCH 14, 2023

Die vollautomatisierte Analyse von textlicher Sprache, von Fotos oder Videomaterial war 2015 noch Nische, gehört heute jedoch zum Alltag hinzu. Während 2015 noch von neuen Geschäftsmodellen mit Big Data geträumt wurde, sind Data as a Service und AI as a Service heute längst Realität! ChatGPT basiert auf GPT-3.5

Big Data 147

Big Data Big Data Apache Hadoop Data Science 147

Towards AI

JULY 23, 2023

Semi-Supervised Sequence Learning As we all know, supervised learning has a drawback, as it requires a huge labeled dataset to train. In 2015, Andrew M. As supervised learning required huge datasets for image processing to train super-deep models, the scarcity of data became an issue.

Natural Language Processing 71

Natural Language Processing Supervised Learning Deep Learning Deep Learning 71

AssemblyAI

JULY 18, 2023

We have begun to observe diminishing returns and are already exploring other promising research directions into multimodality and self-supervised learning. While this progress has been exciting, bootstrapping strong teacher models was bound to run into an asymptotic limit and stop bearing fruit. Panayotov, G. Povey and S.

Clustering 98

Clustering Supervised Learning AI AI 98

AWS Machine Learning Blog

DECEMBER 7, 2023

Getir was founded in 2015 and operates in Turkey, the UK, the Netherlands, Germany, and the United States. Given the availability of diverse data sources at this juncture, employing the CNN-QR algorithm facilitated the integration of various features, operating within a supervised learning framework.

AWS 115

AWS Algorithm Machine Learning Machine Learning 115

Snorkel AI

MARCH 1, 2023

Foundation models are large AI models trained on enormous quantities of unlabeled data—usually through self-supervised learning. What is self-supervised learning? Self-supervised learning is a kind of machine learning that creates labels directly from the input data. Find out in the guide below.

Natural Language Processing 83

Natural Language Processing Supervised Learning Machine Learning Machine Learning 83