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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.

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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.

27 February 2025 (1 Day)
Cape Town, Durban, Johannesburg
Classroom / Virtual Classroom

05 March 2025 (1 Day)
Cape Town, Durban, Johannesburg
Classroom / Virtual Classroom

13 March 2025 (1 Day)
Cape Town, Durban, Johannesburg
Classroom / Virtual Classroom

27 February 2025 (1 Day)
Cape Town, Durban, Johannesburg
Classroom / Virtual Classroom

24 March 2025 (1 Day)
Cape Town, Durban, Johannesburg
Classroom / Virtual Classroom

05 March 2025 (1 Day)
Cape Town, Durban, Johannesburg
Classroom / Virtual Classroom

05 April 2025 (1 Day)
Cape Town, Durban, Johannesburg
Classroom / Virtual Classroom

13 March 2025 (1 Day)
Cape Town, Durban, Johannesburg
Classroom / Virtual Classroom

Building Resilient Streaming Analytics Systems on Google Cloud Training Course in South Africa

Formerly known as Union of South Africa, now officially known as Republic of South Africa is the Southernmost country in Africa. South Africa's population is over 60 million people, which makes the country the world's 23rd-most populous nation. South Africa has three capital cities: executive Pretoria, judicial Bloemfontein and legislative Cape Town, while the largest city is Johannesburg. The official languages of South Africa are Afrikaans, English, Ndebele, Pedi, Sotho, Swati, Tsonga, Tswana, Venda, Xhosa and Zulu.

South Africa can be rainy from November to February, so the best time to visit South Africa is from May to September. Despite the rainy season South Africa is a year-round destination, with varying regional climates. Blyde River Canyon, Durban, Drakensberg, Kruger National Park and of course, Cape Town are the tourist attractions of the country.

Expand your IT knowledge with our comprehensive range of courses, including programming, software development, business skills, data science, cybersecurity, cloud computing and virtualization. Our skilled instructors will facilitate hands-on training and share practical insights, all conveniently conducted at your preferred location within South Africa.

Building Resilient Streaming Analytics Systems on Google Cloud Training in South Africa

What You Will Learn

Outline

Upcoming Trainings