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

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What You Will Learn

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

Training Outline

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 Choose Bilginç IT Academy

At Bilginç IT Academy, we combine our strong presence in both the UK and Türkiye to deliver high-quality, practical training solutions for organizations worldwide.

International Presence with Local Expertise
With operations in the United Kingdom and Türkiye, we bring together global standards and local market understanding to deliver effective training experiences across regions.

Expert Instructors with Real-World Experience
Our courses are delivered by certified trainers with extensive industry experience, ensuring you gain practical knowledge that can be applied immediately.

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We specialize in training corporate teams, tailoring our programs to meet your organization’s goals, technologies, and project requirements.

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We offer classroom, virtual classroom, and onsite training options globally, tailored to your organization’s needs.

Hands-On, Practical Learning
Our training sessions include real-world scenarios, case studies, and interactive exercises to ensure lasting understanding and skill development.

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With over 10 years of experience, we have successfully trained professionals from leading organizations across different industries and regions.

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Denmark consistently ranks as one of the most digitally advanced nations in the world, with Copenhagen and Aarhus serving as vibrant centers for green-tech and digital government solutions. The country’s commitment to digital transformation is backed by top-tier institutions like the Technical University of Denmark (DTU), which fosters innovation in sustainable energy software and biotechnology. Denmark’s business environment is highly digitized, requiring a workforce that is proficient in the latest enterprise solutions and cloud frameworks. Our training solutions in Denmark are focused on high-demand skills such as DevOps, Cyber Defense, and Agile management. We provide the expertise necessary for professionals to excel in a highly efficient, tech-driven economy that prioritizes innovation, sustainability, and digital integration.

Build Streaming Data Pipelines on Google Cloud Training in Denmark

What You Will Learn

Training Outline

Why Choose Bilginç IT Academy

Avaible Training Dates