Remove Introduction to Multi-Modal Machine Learning
article thumbnail

Beyond Text: Multi-Modal Learning with Large Language Models

Heartbeat

Large language models have been game-changers in artificial intelligence, but the world is much more than just text. It's a multi-modal landscape filled with images, audio, and video. These language models are breaking boundaries, venturing into a new era of AI — Multi-Modal Learning.

article thumbnail

What Are Dimensions in Machine Learning?

Towards AI

Author(s): Max Charney Originally published on Towards AI. Source: [link] Introduction When I first started reading papers involving deep learning, I often encountered discussions about high-dimensions (feature spaces) and models such as SqueezeNet. Here’s one source to learn more: video. Let’s look at an example.

professionals

Sign Up for our Newsletter

This site is protected by reCAPTCHA and the Google Privacy Policy and Terms of Service apply.

article thumbnail

Medical Imaging Preprocessing

Mlearning.ai

Machine Learning, a foundation of the recent AI revolution, brings innovation to a medical domain such as patient disease diagnosis. With advancements in the development of deep learning algorithms, availability of computational power, and a large dataset, minute detail of an image can be highlighted and interpreted.

article thumbnail

Enable data sharing through federated learning: A policy approach for chief digital officers

AWS Machine Learning Blog

In this post, we discuss the value and potential impact of federated learning in the healthcare field. Medical data restrictions You can use machine learning (ML) to assist doctors and researchers in diagnosis tasks, thereby speeding up the process. Stroke victims can lose around 1.9

AWS 92
article thumbnail

The NLP Cypher | 03.14.21

Towards AI

Last Updated on July 20, 2023 by Editorial Team Author(s): Ricky Costa Originally published on Towards AI. Let’s talk about “Cryptonite: How I Stopped Worrying and Learned(?) Jerome in his Study | Durer NATURAL LANGUAGE PROCESSING (NLP) WEEKLY NEWSLETTER The NLP Cypher | 03.14.21 which is on par with rule-based accuracy ?.

article thumbnail

Revolutionizing large language model training with Arcee and AWS Trainium

AWS Machine Learning Blog

Continual pre-training techniques like the ones described in this post require access to high-performance compute instances, which has become more difficult to get as more developers are using generative artificial intelligence (AI) and LLMs for their applications. Why Trainium?

AWS 95
article thumbnail

Taking the First Steps Toward Enterprise AI

phData

In Short It is clear that AI is being used to power up businesses now more than ever, and companies that don’t use AI risk being outcompeted by those who do. The best AI-powered products are fueled by a diverse collection of high-quality data. But how do you take the first steps toward implementing AI?

AI 59