AWS Lambda for Datascience
May 26, 2022•14 min•Season 1Ep. 2
Episode description
With machine learning algorithms getting more popular in every field, it is very important to understand how to implement server less applications. Cloud services from Amazon offers a variety of web services to ease the process. One of the most commonly used service is AWS Lambda. This server less microservice offered by AWS, is pretty much well known. However, in this talk the idea is to discuss the practical applications as well as the problems that Data Scientists face while using Lambda function.
We discuss the following topics on this podcast
- What is Lambda?
- How can we use it for data processing, model building and inferencing.
- What are the limitations of Lambda?
- How to work with large data?
- How to work with large data science models?
and a lot more.