Course
Skills
Building Resilient Streaming Systems on Google Cloud Platform
You'll learn to build streaming data pipelines using Google cloud Pub/Sub and Dataflow to enable real-time decision making. You will also learn how to build dashboards to render tailored output for various stakeholder audiences.
What you'll learn
This 1-week, accelerated on-demand course builds upon Google Cloud Platform Big Data and Machine Learning Fundamentals. Through a combination of video lectures, demonstrations, and hands-on labs, you'll learn to build streaming data pipelines using Google cloud Pub/Sub and Dataflow to enable real-time decision making. You will also learn how to build dashboards to render tailored output for various stakeholder audiences.
Table of contents
Architecture of Streaming Analytics Pipelines
39mins
Ingesting Variable Volumes
39mins
Implementing Streaming Pipelines
72mins
Streaming analytics and dashboards
20mins
Handling Throughput and Latency Requirements
64mins
- Throughput and Latency 10m
- Bigtable - big, fast, autoscaling NoSQL 5m
- Ingesting into Bitgable 4m
- Designing for Bigtable 24m
- Streaming into Bigtable 1m
- Streaming Data Processing - Lab 4 : Streaming Data Pipelines into Bigtable v1.3 0m
- Lab demo and review 5m
- Performance Considerations 7m
- Summary of Data Engineering on GCP Specialization 8m
