Stop Waiting for Your Data: How to Take Control | Modern Data Engineering Pipelines

https://confluent.io | Most organizations treat data ingestion as a passive activity, waiting for data to arrive on someone else's schedule, in someone else's format, with no control over quality or timing. The result? Data that exists but isn't accessible when and where it's needed. Data ingestion is the bridge between where data is created and where it delivers value, but the way you build that bridge determines how much control you actually have. This video reveals the four critical dimensions of ingestion control: quality, format, timing, and access, and shows why the choice between batch and streaming ingestion determines whether you're driving your pipeline or waiting on it. We'll follow the transformation of a hospital's data systems from paper records in filing cabinets to real-time patient data streaming to every workstation, and show you how to apply that same transformation to your own data systems. You'll explore traditional batch ingestion methods and their limitations, streaming alternatives like event-driven CDC and Kafka Connect, and when to skip ingestion entirely when your data is already flowing through a streaming platform. We'll also cover a key design principle: even if your sources are batch today, build your pipeline for streaming, so you're ready when they catch up. Technologies covered: Apache Kafka, Kafka Connect, Debezium, Change Data Capture (CDC), Data Pipelines 📚 CHAPTERS: 00:00-00:35 Intro 00:35-01:30 Transformation to real-time data 01:30-03:04 Before Data Ingestion 03:04-03:48 After Data Ingestion 03:48-07:02 Ingestion Methods 07:02-07:56 Conclusion LEARN MORE ► Confluent Developer: https://developer.confluent.io CONNECT Subscribe, if you dare: https://www.youtube.com/@ConfluentDeveloper?sub_confirmation=1 Community Slack: https://confluentcommunity.slack.com X: https://x.com/confluentinc Linkedin: https://www.linkedin.com/company/confluent GitHub: https://github.com/confluentinc Site: https://developer.confluent.io ABOUT CONFLUENT DEVELOPER Confluent Developer provides comprehensive resources for developers looking to learn about Apache Kafka®, Apache Flink®, Confluent Cloud, Confluent Platform, and any other technology related to the broader Data Streaming Platform. Content on Confluent Developer includes courses, getting started guides, topical deep-dives, patterns, tutorials, and listings of community events. Learn more at https://developer.confluent.io. #apachekafka #apacheflink #confluent