Apache Kafka and KSQLDb in Action: Let's Build a Streaming Data Pipeline
Build a streaming data pipeline with Kafka Connect & ksqlDB. Learn hands-on data processing and real-time analytics.
Course Content
Apache Kafka and KSQLDb in Action: Let's Build a Streaming Data Pipeline is an intermediate-level Pluralsight course taught by Big Data LDN. It runs 29m, is taught in English, and includes a certificate of completion. Learners rate it 4.8 out of 5 from 29 reviews. It is a paid course, first published September 2023.
Unlock the Power of Real-Time Data with Apache Kafka, Kafka Connect & ksqlDB
Stop thinking you need to be a programmer to master stream processing and build robust streaming data pipelines! This content explores how you can leverage powerful tools to process data as it arrives.
Apache Kafka is a leading streaming platform, renowned for its scalability, fault tolerance, and low-latency pub-sub messaging. It offers built-in stream processing capabilities and native storage, making it ideal for handling high-volume data streams.
Simplify Data Integration:
- Kafka Connect: Seamlessly integrate Kafka with your existing data sources and sinks, including RDBMS, NoSQL databases, and object stores. Kafka Connect is a core component of the Apache Kafka ecosystem, simplifying data movement.
SQL-Based Stream Processing with ksqlDB:
- ksqlDB: This event streaming database for Apache Kafka empowers you to build sophisticated stream processing applications using a familiar SQL interface. No need for complex coding – express your stream processing logic with SQL!
What You'll Discover:
In this exploration, we'll build a practical streaming data pipeline using:
- Kafka Connect: For data ingestion and egress.
- ksqlDB: For real-time data transformation and processing.
Experience the Capabilities:
- Real-time Event Filtering: Filter events as they stream, enabling immediate insights.
- Data Enrichment from RDBMS: Combine streaming data with information from your relational databases.
- Streaming Aggregates for Anomaly Detection: Detect unusual patterns and potential issues using powerful streaming aggregates.
Learn how to harness the power of real-time data processing and build intelligent applications with Apache Kafka, Kafka Connect, and ksqlDB. Transform raw data into actionable insights – no coding expertise required!
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