Building Resilient Streaming Analytics Systems on Google Cloud

Google via Coursera

Intermediate

Online

2 Hours

particular

details

                                    Medium of instructions
                                    English

                                    Mode of learning
                                    Self study

                                    Mode of Delivery
                                    Video and Text Based

Module 1: Introduction

Video

Course Introduction

Module 2: Introduction to Processing Streaming Data

Video

Processing Streaming Data

Practice Exercise

Introduction to Processing Streaming Data

Module 3: Serverless Messaging with Pub/Sub

Videos

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

Practice Exercise

Serverless Messaging with Pub/Sub

Module 4: Dataflow Streaming Features

Videos

Module Introduction
Streaming data challenges
Dataflow windowing
Lab Intro: Streaming Data Pipelines

Practice Exercise

Dataflow Streaming Features

Module 5: High-Throughput BigQuery and Bigtable Streaming Features

Videos

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

Practice Exercise

Streaming Analytics and Dashboards
High-Throughput Streaming with Cloud Bigtable

Module 6: Advanced BigQuery Functionality and Performance

Videos

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
Lab Intro: Creating Date-Partitioned Tables in BigQuery

Practice Exercise

BigQuery advanced functionality and performance considerations

Module 7: Summary

Video

Course Summary

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Building Resilient Streaming Analytics Systems on Google Cloud

Intermediate

Online

2 Hours

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The syllabus

Module 1: Introduction

Video

Module 2: Introduction to Processing Streaming Data

Video

Practice Exercise

Module 3: Serverless Messaging with Pub/Sub

Videos

Practice Exercise

Module 4: Dataflow Streaming Features

Videos

Practice Exercise

Module 5: High-Throughput BigQuery and Bigtable Streaming Features

Videos

Practice Exercise

Module 6: Advanced BigQuery Functionality and Performance

Videos

Practice Exercise

Module 7: Summary

Video

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