How do I build a scaled data pipeline?
An example of an AI chatbot conversation about building a scalable data pipeline.
How do I build a scaled data pipeline?
To build a scaled data pipeline, start by defining your data sources and the volume of data you'll handle.
What tools should I use for data ingestion?
Consider using tools like Apache Kafka or AWS Kinesis for real-time data ingestion.
How can I ensure data quality in the pipeline?
Implement data validation checks and monitoring to ensure data quality throughout the pipeline.
What about scaling the processing part?
You can use distributed processing frameworks like Apache Spark or Flink to scale your data processing.
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