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Processing streaming data is becoming increasingly popular as streaming enables businesses to get real-time metrics on business operations. This course covers how to build streaming data pipelines on Google Cloud. Pub/Sub is described for handling

What you'll learn

Interpret use-cases for real-time streaming analytics.
Manage data events using the Pub/Sub asynchronous messaging service.
Write streaming pipelines and run transformations where necessary.
Interoperate Dataflow, BigQuery and Pub/Sub for real-time streaming and analysis

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

Why have you chosen us?

I have attended a training from Bilginc IT Academy before and I was satisfied.

I have attended a training from a different provider and it was not helpful.

Other

How many employees do you have in your IT department?

0 – 50

50 – 250

250 – 1000

1000+

Upcoming Trainings

Join our public courses in our South Africa facilities. Private class trainings will be organized at the location of your preference, according to your schedule.

Classroom / Virtual Classroom

25 November 2024