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The role of machine learning in enhancing cloud-native container security

AI News

” Container security with machine learning The specific challenges of container security can be addressed using machine learning algorithms trained on observing the components of an application when it’s running clean.

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What is Discretization in Machine Learning?

Analytics Vidhya

Discretization is a fundamental preprocessing technique in data analysis and machine learning, bridging the gap between continuous data and methods designed for discrete inputs. appeared first on Analytics Vidhya.

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Top 30 Machine Learning Projects for Beginners in 2025

Analytics Vidhya

As we approach 2025, machine learning is turning these visions into reality. From chatbots that hold human-like conversations to recommendation systems that know your next favorite movie, […] The post Top 30 Machine Learning Projects for Beginners in 2025 appeared first on Analytics Vidhya.

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TensorFlow Lite vs PyTorch Mobile for On-Device Machine Learning

Analytics Vidhya

In the recent world of technology development and machine learning its no longer confined in the micro cloud but in mobile devices. TensorFlow Lite and PyTorch mobile, both, are developed to […] The post TensorFlow Lite vs PyTorch Mobile for On-Device Machine Learning appeared first on Analytics Vidhya.

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Embedding BI: Architectural Considerations and Technical Requirements

While data platforms, artificial intelligence (AI), machine learning (ML), and programming platforms have evolved to leverage big data and streaming data, the front-end user experience has not kept up. Holding onto old BI technology while everything else moves forward is holding back organizations.

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What is Hinge Loss in Machine Learning?

Analytics Vidhya

This guide explores hinge loss fundamentals, its mathematical basis, and applications, catering to both beginners and advanced machine learning enthusiasts. […] The post What is Hinge Loss in Machine Learning? By promoting robust margins between classes, it enhances model generalization.

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Ray: Your Gateway to Scalable AI and Machine Learning Applications

Analytics Vidhya

This guide provides an in-depth exploration of Ray’s architecture, capabilities, and applications in modern machine learning workflows, complete with a practical project implementation. Learning […] The post Ray: Your Gateway to Scalable AI and Machine Learning Applications appeared first on Analytics Vidhya.

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Customizing for Every Customer: How 1:1 Personalization Drives ROI

In this eBook, Salesforce explores why it’s important to communicate with your customer as an individual and how you can: Create personalized experiences across channels with data, AI, and machine learning Increase the ROI of every site visit Build customer loyalty with trust By submitting this form, you agree to have your contact information, including (..)