Streaming Pipelines & Analytics
Google Cloud
| Intermediate
- 12 videos | 1h 2m 32s
- Includes Assessment
- Earns a Badge
Streaming data pipelines require operations that are very different from batch operations. Explore data stream operations, analytics, and the Google Data Studio visualization tool.
WHAT YOU WILL LEARN
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Describe late data use in stream operations
Define watermarks, triggers, and accumulation as they relate to stream operations
Demonstrate the process of configuring cloud storage, bigquery resources, and cloud pub/sub in support of a streaming data pipeline
Configure cloud functions in support of a streaming data pipeline
Demonstrate the process of building a streaming data pipeline with cloud dataflow
Define the process of batch and stream operations -
Describe concepts in streaming analytics in gcp
Specify the relationship between big data streaming and bigquery
Describe how to use google data studio
Demonstrate how to use data studio by building a dashboard
Describe how to use pipelines, pcollections, and transforms
Describe the architecture of stream analytics and how to use google data studio
IN THIS COURSE
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2m 33sUpon completion of this video, you will be able to describe late data use in stream operations. FREE ACCESS
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4m 56sIn this video, you will learn about watermarks, triggers, and accumulation as they relate to stream operations. FREE ACCESS
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3. Configuring Storage, BigQuery Data, and Pub/Sub6m 39sDuring this video, you will learn how to configure Cloud Storage, BigQuery resources, and Cloud Pub/Sub to support a streaming data pipeline. FREE ACCESS
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4. Configuring Cloud Functions5m 13sIn this video, learn how to configure Cloud Functions to support a streaming data pipeline. FREE ACCESS
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5. Building a Streaming Data Pipeline7m 34sLearn how to build a streaming data pipeline with Cloud Dataflow. FREE ACCESS
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6. Understanding Batch and Stream Operations4m 23sIn this video, you will define the process of batch and stream operations. FREE ACCESS
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7. Understanding Streaming Analytics5m 43sAfter completing this video, you will be able to describe concepts in streaming analytics in Google Cloud Platform. FREE ACCESS
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8. Working with Big Data Streaming and BigQuery2m 16sAfter completing this video, you will be able to specify the relationship between big data streaming and BigQuery. FREE ACCESS
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9. Using Google Data Studio4m 3sAfter watching this video, you will be able to explain how to use Google Data Studio. FREE ACCESS
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10. Building a Dashboard with Google Data Studio7m 47sIn this video, you will learn how to use Data Studio by building a dashboard. FREE ACCESS
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11. Using Pipelines, PCollections, and Transforms4m 57sAfter completing this video, you will be able to describe how to use pipelines, PCollections, and transforms. FREE ACCESS
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12. Exercise: Using Streaming and Analytics Operations6m 28sUpon completion of this video, you will be able to describe the architecture of stream analytics and how to use Google Data Studio. FREE ACCESS
EARN A DIGITAL BADGE WHEN YOU COMPLETE THIS COURSE
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