From the course: Serverless Cloud Computing: Concepts, Platforms, and Services
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Serverless use case: Serverless AI
From the course: Serverless Cloud Computing: Concepts, Platforms, and Services
Serverless use case: Serverless AI
- [Instructor] Now let's look at our next case study. Joot's AI powered sales image optimization platform. Joot, which is a fictitious company, is a startup focused on optimizing social media and advertising engagement. They have developed an AI-powered image analysis platform using serverless architecture to help businesses maximize their sales content performance. The platform processes millions of data points to analyze and score images against a database of successful social media posts. This is helping clients predict which visuals will perform best for advertising and social engagement. Their serverless architecture combines AWS services, including Cognito, S3, Lambda, SageMaker, EventBridge, and DynamoDB to create a 12-step processing pipeline that incorporates machine learning for image analysis. When clients upload images, the system automatically analyzes factors, such as image quality, color, compensation, object placement, and content classification. The AI models trained…
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