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Automating Model Monitoring in MLOps: Leveraging AI to Track Performance and Detect Anomalies

insideBIGDATA

In this contributed article, April Miller, senior IT and cybersecurity writer for ReHack Magazine, discusses how MLOps — with its emphasis on the end-to-end life cycle of ML models — needs to prioritize automated, AI-driven model monitoring.

ML 221
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AI Drug Discovery: How It’s Changing the Game

Becoming Human

Since the advent of deep learning in the 2000s, AI applications in healthcare have expanded. Machine Learning Machine learning (ML) focuses on training computer algorithms to learn from data and improve their performance, without being explicitly programmed. A few AI technologies are empowering drug design.

AI 139
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2021 in Review: What Just Happened in the World of Artificial Intelligence?

Applied Data Science

Source Self-supervision Self-supervision is a deep learning technique that could compete with Transformers for the most influential discovery of the past years. Statistical significance The answer is a concept that the deep learning community has been shoving under the carpet for a while now: statistical significance.

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A beginner tale of Data Science

Becoming Human

Just like this in Data Science we have Data Analysis , Business Intelligence , Databases , Machine Learning , Deep Learning , Computer Vision , NLP Models , Data Architecture , Cloud & many things, and the combination of these technologies is called Data Science. Data Science and AI are related? If we talk about AI.

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NLP News Cypher | 08.23.20

Towards AI

To further comment on Fury, for those looking to intern in the short term, we have a position available to work in an NLP deep learning project in the healthcare domain. A toolkit that allows the developer to dig deep into language models, in addition to dataset visualization. old mermaid money found on the Titanic ?

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Code Evolution: Transforming Software Development with Generative AI Adoption

Becoming Human

These models provide human-like outputs in text, picture, and code among other domains by utilizing methods like deep learning along with neural networks. Designers can use generative models to develop and refine visual aspects with the help of tools like Runway ML.

AI 103
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Build brand loyalty by recommending actions to your users with Amazon Personalize Next Best Action

AWS Machine Learning Blog

Amazon Personalize is a fully managed machine learning (ML) service that makes it effortless for developers to deliver highly personalized user experiences in real time. You can get started without any prior ML experience, using APIs to easily build sophisticated personalization capabilities in a few clicks.

AWS 117