8 Gathering data at scale for real-world AI
This chapter covers
- Selecting sources of data for AI applications
- Building a serverless web crawler to find sources for large-scale data
- Extracting data from websites using AWS Lambda
- Understanding compliance, legal aspects, and politeness considerations for large-scale data gathering
- Using CloudWatch Events as a bus for event-driven serverless systems
- Performing service orchestration using AWS Step Functions
In chapter 7, we dealt with the application of natural language processing (NLP) techniques to product reviews. We showed how sentiment analysis and classification of text can be achieved with AWS Comprehend using streaming data in a serverless architecture. In this chapter, we are concerned ...
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