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Using DynamoDB for High-Performance and Scalable Data Storage and Retrieval in Machine Learning and Data Science Projects.
Amazon DynamoDB is a fully managed NoSQL database service provided by Amazon Web Services (AWS). It was developed in 2012 to address the need for a highly scalable, low-latency, and highly available database service that can handle massive volumes of data. DynamoDB is designed to be a serverless, multi-region, and highly durable database that can scale up or down based on demand. DynamoDB is built on top of the principles of key-value storage, which means that data is stored in a structured format that allows it to be retrieved based on the value of the key associated with it. This makes it a highly efficient database service that can handle large volumes of data with minimal latency. DynamoDB is also designed to be highly durable, with data automatically replicated across multiple availability zones to ensure high availability and durability.
Steps to use Amazon DynamoDB:
Creating a Table
from console: