Building Resilient Streaming Analytics Systems on GCP
5.0 /5- Offered byCoursera
Building Resilient Streaming Analytics Systems on GCP at Coursera Overview
Duration | 12 hours |
Start from | Start Now |
Total fee | Free |
Mode of learning | Online |
Difficulty level | Intermediate |
Official Website | Explore Free Course  |
Credential | Certificate |
Building Resilient Streaming Analytics Systems on GCP at Coursera Highlights
- Shareable Certificate Earn a Certificate upon completion
- 100% online Start instantly and learn at your own schedule.
- Flexible deadlines Reset deadlines in accordance to your schedule.
- Intermediate Level
- Approx. 12 hours to complete
- English Subtitles: English, Spanish
Building Resilient Streaming Analytics Systems on GCP at Coursera Course details
- *Note: this is a new course with updated content from what you may have seen in the previous version of this Specialization.
- 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 Platform. Cloud Pub/Sub is described for handling incoming streaming data. The course also covers how to apply aggregations and transformations to streaming data using Cloud Dataflow, and how to store processed records to BigQuery or Cloud Bigtable for analysis. Learners will get hands-on experience building streaming data pipeline components on Google Cloud Platform using QwikLabs.
- New! CERTIFICATE COMPLETION CHALLENGE to unlock benefits from Coursera and Google Cloud
- Enroll and complete Cloud Engineering with Google Cloud or Cloud Architecture with Google Cloud Professional Certificate or Data Engineering with Google Cloud Professional Certificate before November 8, 2020 to receive the following benefits;
- => Google Cloud t-shirt, for the first 1,000 eligible learners to complete. While supplies last. > Exclusive access to Big => Interview ($950 value) and career coaching
- => 30 days free access to Qwiklabs ($50 value) to earn Google Cloud recognized skill badges by completing challenge quests
Building Resilient Streaming Analytics Systems on GCP at Coursera Curriculum
Introduction
Course Introduction
Getting Started with Google Cloud and Qwiklabs
Processing Streaming Data
Introduction to Processing Streaming Data
Introduction to Cloud Pub/Sub
Cloud Pub/Sub Push vs Pull
Publishing with Pub/Sub code
Summary
Lab Intro: Publish Streaming Data into Pub/Sub
Lab Solution: Publish Streaming Data into Pub/Sub
Serverless Messaging with Cloud Pub/Sub
Streaming Data Challenges
Cloud Dataflow Windowing
Lab Intro: Streaming Data Pipelines
Lab Solution: Streaming Data Pipelines
Cloud Dataflow Streaming Features
High-Throughput BigQuery and Bigtable Streaming Features
Streaming into BigQuery and Visualizing Results
Lab Intro: Streaming Analytics and Dashboards
Lab Solution: Streaming Analytics and Dashboards
High-Throughput Streaming with Cloud Bigtable
Optimizing Cloud Bigtable Performance
Lab Intro: Streaming Data Pipelines into Bigtable
Lab Solution: Streaming Data Pipelines into Bigtable
Streaming Analytics and Dashboards
High-Throughput Streaming with Cloud Bigtable
GIS Functions
Demo: GIS Functions and Mapping with BigQuery
WITH Clauses vs Permanent Tables
Analytical window functions
Lab Intro: Optimizing your BigQuery Queries for Performance
Performance Considerations
Lab Intro: Creating Date-Partitioned Tables in BigQuery
BigQuery advanced functionality and performance considerations
Course Summary
Building Resilient Streaming Analytics Systems on GCP at Coursera Admission Process
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