> Markdown version of [/videos/78-leverage-cloud-computing-benefits-with-serverless-multi-cloud-ml?t=600](https://www.wearedevelopers.com/videos/78-leverage-cloud-computing-benefits-with-serverless-multi-cloud-ml?t=600). Every page supports `.md` or `Accept: text/markdown`. Links point to the HTML versions so they work for humans too. Agent guide: [/agents.md](https://www.wearedevelopers.com/agents.md). --- # Leverage Cloud Computing Benefits with Serverless Multi-Cloud ML Raw data once caused an AI to classify a human as a juggling ball. Avoid this by chaining AWS, Azure, and GCP into a serverless machine learning pipeline. - **Speakers:** Linda Mohamed - **Event:** WeAreDevelopers LIVE - **Published:** November 30, 2020 - **Duration:** 39:58 - **URL:** https://www.wearedevelopers.com/videos/78-leverage-cloud-computing-benefits-with-serverless-multi-cloud-ml - **Thumbnail URL:** https://customer-goifxnzhrq3d0d54.cloudflarestream.com/82f82f1887881001f0d66521965b210e/thumbnails/thumbnail.jpg?time=269245ms ## Access Playback and chapters for this video are available with a Free account. ## Related Moments - [Exploring hybrid models, monoliths, and serverless computing](https://www.wearedevelopers.com/videos/261-why-you-shouldn-t-build-a-microservice-architecture) (from "Why you shouldn’t build a microservice architecture ") - **Thumbnail URL:** https://customer-goifxnzhrq3d0d54.cloudflarestream.com/2b83b29809e2aafee43306bbfd079d26/thumbnails/thumbnail.jpg?time=257545ms - [Exploring the tiered architecture of modern machine learning stacks](https://www.wearedevelopers.com/videos/154-machine-learning-for-software-developers-and-knitters) (from "Machine Learning for Software Developers (and Knitters)") - **Thumbnail URL:** https://customer-goifxnzhrq3d0d54.cloudflarestream.com/29d697b8167fb15535694475b79e79ae/thumbnails/thumbnail.jpg?time=19615ms - [Evaluating cost effectiveness and summarizing serverless machine learning strategies](https://www.wearedevelopers.com/videos/158-serverless-deployment-of-large-nlp-models) (from "Serverless deployment of (large) NLP models ") - **Thumbnail URL:** https://customer-goifxnzhrq3d0d54.cloudflarestream.com/643340937f7705528d73d307e722a496/thumbnails/thumbnail.jpg?time=20345ms - [Shifting from single models to specialized AI infrastructure](https://www.wearedevelopers.com/videos/100415-no-single-model-to-rule-them-all-building-resilient-ai-agents-across-open-closed-llms) (from "No Single Model to Rule Them All: Building Resilient AI Agents Across Open & Closed LLMs") - **Thumbnail URL:** https://customer-goifxnzhrq3d0d54.cloudflarestream.com/92b2f836d4c8cceb2a69d1d429a13473/thumbnails/thumbnail.jpg?time=136053ms - [Transitioning artificial intelligence infrastructure into scalable commodity cloud services](https://www.wearedevelopers.com/videos/1001-langchain4j-an-introduction-for-impatient-developers) (from "Langchain4J - An Introduction for Impatient Developers") - **Thumbnail URL:** https://customer-goifxnzhrq3d0d54.cloudflarestream.com/8e751c9ff28df43e26754b89ed89a04d/thumbnails/thumbnail.jpg?time=218775ms - [Comparing containers, cloud architectures, and serverless computing](https://www.wearedevelopers.com/videos/333-cd2cf-continuous-deployment-to-cloud-foundry) (from "CD2CF - Continuous Deployment to Cloud Foundry") - **Thumbnail URL:** https://customer-goifxnzhrq3d0d54.cloudflarestream.com/f57c7f52af5483d38f7d77c8fb5d2ae6/thumbnails/thumbnail.jpg?time=205845ms ## Related Articles - [MLops – Deploying, Maintaining And Evolving Machine Learning Models in Production](https://www.wearedevelopers.com/magazine/115-mlops-deploying-maintaining-and-evolving-machine-learning-models-in-production) - [MLOps And AI Driven Development](https://www.wearedevelopers.com/magazine/82-mlops-and-ai-driven-development) - [MLOps – What’s the deal behind it?](https://www.wearedevelopers.com/magazine/125-mlops-what-s-the-deal-behind-it) - [Stephan Gillich - Bringing AI Everywhere](https://www.wearedevelopers.com/magazine/489-stephan-gillich-bringing-ai-everywhere) ## Related Jobs - [Senior AI Engineer](https://www.wearedevelopers.com/jobs/ext/4256728-senior-ai-engineer) at **ARM** - [Data Scientist, Image Recognition - (Quick Commerce)](https://www.wearedevelopers.com/jobs/ext/1987732-data-scientist-image-recognition-quick-commerce) at **Delivery Hero SE** - [Senior Data & AI Architect](https://www.wearedevelopers.com/jobs/48602-senior-data-ai-architect) at **reeeliance IM GmbH** - [Principal Software Engineer, AI Compute Infrastructure](https://www.wearedevelopers.com/jobs/ext/3912650-principal-software-engineer-ai-compute-infrastructure) at **ARM** - [Principal Software Engineer, AI Inference Cloud](https://www.wearedevelopers.com/jobs/ext/3934814-principal-software-engineer-ai-inference-cloud) at **ARM** - [Senior AI Engineer (all genders welcome) - Developer Productivity & SDLC](https://www.wearedevelopers.com/jobs/ext/4042368-senior-ai-engineer-all-genders-welcome-developer-productivity-sdlc) at **Rosenxt Group**