Which solution will meet this requirement in the SHORTEST amount of time?
Host the company’s website on Amazon EC2 Accelerated Computing instances to increase the website response speed.
Host the company’s website on Amazon EC2 GPU-based instances to increase the speed of the website’s search tool.
Integrate Amazon Personalize into the company’s website to provide customers with personalized recommendations.
Use Amazon SageMaker to train a Neural Collaborative Filtering (NCF) model to make product recommendations.
Explanations:
Hosting on EC2 Accelerated Computing instances improves response speed, but does not directly address personalized recommendations.
EC2 GPU-based instances can speed up certain operations but are not specifically optimized for generating product recommendations.
Amazon Personalize is a fully managed service for creating personalized recommendations, which can be integrated quickly into the website to improve recommendation relevance.
While SageMaker can train models, it requires significant time and expertise to set up and deploy, making it a slower option compared to Amazon Personalize for this specific use case.
I opine that the answer is:
Integrate Amazon Personalize into the company’s website to provide customers with personalized recommendations.