Introduction to Processing Streaming Data
This modules talks about challenges with processing streaming data
- Processing Streaming Data
- Introduction to Processing Streaming Data
Serverless Messaging with Pub/Sub
This module talks about using Pub/Sub to ingest incoming streaming data
- Module introduction
- Introduction to Pub/Sub
- Pub/Sub Push versus Pull
- Publishing with Pub/Sub code
- Summary
- Lab Intro: Publish Streaming Data into Pub/Sub
- Getting Started with Google Cloud Platform and Qwiklabs
- QUIZ
- Lab: Streaming Data Processing: Publish Streaming Data into Pub/Sub
Dataflow Streaming features
This module revisits Dataflow and focuses on its streaming data processing capabilities
- Module introduction
- Preview module
- Streaming data challenges
- Dataflow windowing
- Lab Intro: Streaming Data Pipelines
- Dataflow Streaming Features
- Lab: Streaming Data Processing: Streaming Data Pipelines
High-Throughput BigQuery and Bigtable Streaming Features
This modules covers BigQuery and Bigtable for streaming data
- Module introduction
- Streaming into BigQuery and visualizing results
- Lab intro: Streaming Data Processing: Streaming Analytics and Dashboards
- High-throughput streaming with Cloud Bigtable
- Optimizing Cloud Bigtable Performance
- Lab intro: Streaming Data Processing: Streaming Data Pipelines into Bigtable
- 2 QUIZZES
- Streaming Analytics and Dashboards
- High-Throughput Streaming with Cloud Bigtable
- Lab: Streaming Data Processing: Streaming Analytics and Dashboards
- Lab: Streaming Data Processing: Streaming Data Pipelines into Bigtable
Advanced Bigquery Functionality and Performance
This module dives into more advanced features of BigQuery
- Module introduction
- Analytic window functions
- GIS functions
- Demo: GIS Functions and Mapping with BigQuery
- Performance considerations
- Lab Intro: Optimizing your BigQuery Queries for Performance
- Cost considerations
- BigQuery advanced functionality and performance considerations
- Optimizing your BigQuery Queries for Performance
