In this talk, the agenda will be as follows. - Why do we choose real-time data pipeline - Brief introduction of Apache Beam - Implementing a simple real-time data pipeline to ingest Tweets from Twitter [h2][color=#111111][size=2][font=Verdana, Arial, Helvetica, sans-serif][b][url=https://github.com/ryanyuan/tweets-realtime-ingestion]Repo[/url][/b][/font][/size][/color][/h2]