YoVDO

Building Resilient Streaming Systems on Google Cloud Platform

Offered By: Google Cloud via Coursera

Tags

Big Data Courses Machine Learning Courses Java Courses Google Cloud Pub/Sub Courses

Course Description

Overview

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 how 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 audience.

Prerequisites:
• Google Cloud Platform Big Data and Machine Learning Fundamentals (or equivalent experience)
• Some knowledge of Java

Objectives:
• Understand use-cases for real-time streaming analytics
• Use Google Cloud PubSub asynchronous messaging service to manage data events
• Write streaming pipelines and run transformations where necessary
• Get familiar with both sides of a streaming pipeline: production and consumption
• Interoperate Dataflow, BigQuery and Cloud Pub/Sub for real-time streaming and analysis

Syllabus

Module 1: Architecture of Streaming Analytics Pipelines

Module 2: Ingesting Variable Volumes

Module 3: Implementing Streaming Pipelines

Module 4: Streaming analytics and dashboards

Module 5: Handling Throughput and Latency Requirements


Taught by

Google Cloud Training

Tags

Related Courses

Elastic Cloud Infrastructure: Containers and Services
Google Cloud via Coursera
Elastic Cloud Infrastructure: Containers and Services dalam bahasa Indonesia
Google Cloud via Coursera
Building Resilient Streaming Systems on GCP em Português Brasileiro
Google Cloud via Coursera
Building Resilient Streaming Systems on Google Cloud Platform en Español
Google Cloud via Coursera
Architecting Stream Processing Solutions Using Google Cloud Pub/Sub
Pluralsight