A Comprehensive Guide to Machine Learning at Cloudflare

A Comprehensive Guide to Machine Learning at Cloudflare

Cloudflare isn't just about speeding up websites and protecting them from attacks; it's also quietly becoming a powerhouse in the world of Machine Learning (ML). While you might immediately think of dedicated ML platforms, Cloudflare offers a unique blend of security, performance, and global reach that makes it an increasingly attractive option for deploying and scaling ML-powered applications. Let's dive into how Cloudflare is leveraging ML and how you can too. Machine Learning at the Edge with Cloudflare Workers One of the key ways Cloudflare integrates with ML is through Cloudflare Workers. These serverless functions allow you to run code directly on Cloudflare's global network, bringing your ML models closer to your users. This "edge computing" approach significantly reduces latency, leading to faster response times and a better user experience. Imagine an image recognition model that identifies objects in user-uploaded photos. Instead of sending the image …

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