Streaming Data

Build real-time data pipelines with Kafka and Flink.

intermediate 🔄 Data Engineering

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After this skill you can…

Produce and consume Kafka topics with Python
Build a Flink streaming job with windowing
Design a CDC pipeline with Debezium

Prerequisites

Watch (4 videos)

Streaming Ecosystem Complexities and Cost Management // Rohit Agrawal // MLOps Podcast #302

MLOps.community · beginner hands-on

→ Manage streaming data in ML→ Optimize streaming ecosystems for cost and performance

Designing Machine Learning Systems by Chip Huyen | Chapter 3: Data Engineering Fundamentals

onepagecode · beginner

How to deal with late data | Event vs Processing Time | Stream Processing

Code with Irtiza · beginner

Stream Processing 101 | Basics

Code with Irtiza · beginner

Read (1 articles)

📄

Automating RAF Scoring in Real Time: An Architecture Walkthrough

Dev.to · VBC Risk Analytics · 2026-07-02