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Supervised learning

Dataconomy

Supervised learning is a powerful approach within the expansive field of machine learning that relies on labeled data to teach algorithms how to make predictions. What is supervised learning? Supervised learning refers to a subset of machine learning techniques where algorithms learn from labeled datasets.

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Self Supervised Learning Models to Predict Early COVID-19 Deterioration by Facebook AI

Analytics Vidhya

ArticleVideos Overview Facebook AI and NYU Health Predictive Unit have developed machine learning models that can help doctors predict how a patient’s condition may. The post Self Supervised Learning Models to Predict Early COVID-19 Deterioration by Facebook AI appeared first on Analytics Vidhya.

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Self-Supervised Learning: The Next Frontier in Machine Learning

Towards AI

Have you ever felt like the world of machine learning is moving so fast that you can barely keep up? One day, its all about supervised learning and the next, people are throwing around terms like self-supervised learning as if its the holy grail of AI. So, what exactly is self-supervised learning?

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Counting shots, making strides: Zero, one and few-shot learning unleashed 

Data Science Dojo

In the dynamic field of artificial intelligence, traditional machine learning, reliant on extensive labeled datasets, has given way to transformative learning paradigms. Source: Photo by Hal Gatewood on Unsplash In this exploration, we navigate from the basics of supervised learning to the forefront of adaptive models.

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DinoV2: Most Advanced Self-Taught Vision Model by Meta

Analytics Vidhya

Meta AI has announced the launch of DinoV2, an open-source, self-supervised learning model. It is a vision transformer model for computer vision tasks, built upon the success of its predecessor, DINO. Also Read: Microsoft […] The post DinoV2: Most Advanced Self-Taught Vision Model by Meta appeared first on Analytics Vidhya.

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The Math Behind Supervised Learning: Making AI Less Mysterious

Towards AI

Have you ever looked at AI models and thought, How the heck does this thing actually learn? Supervised learning, a cornerstone of machine learning, often seems like magic like feeding a computer some data and watching it miraculously predict things. This member-only story is on us. Upgrade to access all of Medium.

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PositiveGrid introduces SparkAI for real-time tone modeling

Dataconomy

PositiveGrid, a manufacturer of digital music technology, has integrated artificial intelligence into its Spark series amplifiers with SparkAI, an AI-powered tone generator. Using deep learning and transformer-based models, SparkAI processes extensive audio datasets to analyze tonal characteristics and generate realistic guitar sounds.