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Building Resilient Streaming Analytics Systems

Learn to build high-throughput streaming data pipelines on Google Cloud using Pub/Sub, Dataflow, and BigQuery.

Learn to build high-throughput streaming data pipelines on Google Cloud using Pub/Sub, Dataflow, and BigQuery.

This practical course teaches the implementation of resilient streaming analytics systems on Google Cloud. Through hands-on labs and comprehensive instruction, students learn to build real-time data processing pipelines using key services like Pub/Sub for event handling, Dataflow for stream processing, and BigQuery for analysis. The curriculum covers essential concepts in streaming data management, including high availability, throughput optimization, and data transformation. Participants gain practical experience in implementing enterprise-scale streaming solutions for real-time business analytics.

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Building Resilient Streaming Analytics Systems

This course includes

1 Week

Of Self-paced video lessons

Beginner Level

Completion Certificate

awarded on course completion

5,675

Audit For Free

What you'll learn

  • Develop real-time streaming analytics solutions for business use cases

  • Implement data event management using Pub/Sub messaging service

  • Create and optimize streaming pipelines with Dataflow

  • Integrate Dataflow, BigQuery, and Pub/Sub for real-time analysis

  • Optimize high-throughput data processing with BigQuery and Bigtable

  • Deploy resilient streaming solutions for enterprise applications

Skills you'll gain

Streaming Analytics
Google Cloud
Pub/Sub
Dataflow
BigQuery
Real-time Processing
Data Pipeline
Cloud Computing
Big Data
Data Engineering

This course includes:

PreRecorded video

Graded assignments, exams

Access on Mobile, Tablet, Desktop

Limited Access access

Shareable certificate

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There are 8 modules in this course

This comprehensive course focuses on building resilient streaming analytics systems using Google Cloud services. The curriculum covers the entire streaming data pipeline, from ingestion through Pub/Sub to processing with Dataflow and storage in BigQuery or Cloud Bigtable. Students learn to handle real-time data processing challenges, implement high-throughput solutions, and create scalable streaming architectures. Through hands-on labs using QwikLabs, participants gain practical experience in building and managing streaming data solutions for real-world business applications.

Introduction

Module 1

Introduction to Processing Streaming Data

Module 2

Serverless Messaging with Pub/Sub

Module 3

Dataflow Streaming Features

Module 4

High-Throughput BigQuery and Bigtable Streaming Features

Module 5

Advanced BigQuery Functionality and Performance

Module 6

Course Summary

Module 7

Course Resources

Module 8

Fee Structure

Instructor

Google Cloud Training
Google Cloud Training

4.7 rating

86 Reviews

26,85,892 Students

1,729 Courses

Empowering Businesses with Expert Training from Google Cloud

The Google Cloud Training team is tasked with developing, delivering, and evaluating training programs that enable our enterprise customers and partners to effectively utilize our products and solutions. Google Cloud empowers millions of organizations to enhance employee capabilities, improve customer service, and innovate for the future using cutting-edge technology built specifically for the cloud. Our products are designed with a focus on security, reliability, and scalability, covering everything from infrastructure to applications, devices, and hardware. Our dedicated teams are committed to helping customers successfully leverage our technologies to drive their success.

Building Resilient Streaming Analytics Systems

This course includes

1 Week

Of Self-paced video lessons

Beginner Level

Completion Certificate

awarded on course completion

5,675

Audit For Free

Testimonials

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Frequently asked questions

Below are some of the most commonly asked questions about this course. We aim to provide clear and concise answers to help you better understand the course content, structure, and any other relevant information. If you have any additional questions or if your question is not listed here, please don't hesitate to reach out to our support team for further assistance.