Serverless Data Analysis with Google BigQuery and Cloud Dataflow

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Google Cloud

3:44:01

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0. BigQuery

0. Course Introduction.mp4

05:46

1. What is BigQuery-.mp4

05:46

2. BigQuery Demonstration.mp4

03:57

3. BigQuery Benefits.mp4

07:36

4. BigQuery In a Reference Architecture.mp4

08:45

5. BigQuery Queries and Functions.mp4

08:23

6. BigQuery Subqueries and Multiple Tables.mp4

03:06

7. Serverless Data Analysis with BigQuery - Lab 1 - Build a BigQuery Query v1.3.mp4

00:10

8. Lab demo and review - Building a BigQuery query.mp4

09:01

9. BigQuery Load and Export Data.mp4

02:04

10. Serverless Data Analysis with BigQuery - Lab 2 - Loading and Exporting Data v1.3.mp4

00:10

11. Lab demo and review - Load and Export.mp4

13:37

12. Advanced Capabilities in BigQuery.mp4

07:38

13. BigQuery Arrays and Structures.mp4

06:09

14. BigQuery - Join Condition and Window Functions.mp4

06:46

15. BigQuery - User Defined Functions.mp4

03:20

16. Serverless Data Analysis with BigQuery - Lab 3 - Advanced SQL Queries v1.3.mp4

00:10

17. Lab demo and review - BigQuery Advanced Capabilities.mp4

14:15

18. BigQuery Performance and Pricing.mp4

07:21

19. BigQuery Wildcard Tables and Partitioning.mp4

07:31

20. BigQuery Plans and Categories.mp4

04:43

1. Autoscaling Data Processing Pipelines with Dataflow

0. Dataflow - Autoscaling Data Processing Pipelines.mp4

06:33

1. Write Data Pipelines in Java and Python.mp4

09:54

2. Dataflow - Input Output and Run.mp4

06:32

3. Serverless Data Analysis with Dataflow - Lab 1 - A Simple Dataflow Pipeline (Python) v1.3.mp4

00:10

4. Serverless Data Analysis with Dataflow - Lab 1 - A Simple Dataflow Pipeline (Java) v1.3.mp4

00:10

5. Lab demo and review - A Simple Dataflow pipeline.mp4

18:37

6. MapReduce and Parallel Processing in Dataflow.mp4

11:00

7. Dataflow GroupBy and Combine.mp4

07:53

8. Dataflow Combine versus GroupBy.mp4

07:56

9. Serverless Data Analysis with Dataflow - Lab 2 - MapReduce in Dataflow (Python) v1.3.mp4

00:10

10. Serverless Data Analysis with Dataflow - Lab 2 - MapReduce in Dataflow (Java) v1.3.mp4

00:10

11. Lab demo and review - MapReduce in Dataflow.mp4

06:21

12. Dataflow Side Inputs.mp4

07:34

13. Serverless Data Analysis with Dataflow - Lab 3 - Side Inputs (Python) v1.3.mp4

00:10

14. Serverless Data Analysis with Dataflow - Lab 3 - Side Inputs (Java) v1.3.mp4

00:10

15. Lab demo and review - Dataflow Side Inputs.mp4

10:18

16. Dataflow Templates and Dataprep.mp4

04:09

Description

Through a combination of instructor-led presentations, demonstrations and hands-on labs, you'll learn how to carry out no-ops data warehousing and pipeline processing.

What You'll Learn?

This 1-week, accelerated on-demand course builds upon Google Cloud Platfrom Big Data and Machine Learning Fundamentals. Through a combination of instructor-led presentations, demonstrations and hands-on labs, students learn how to carry out no-ops data warehousing and pipeline processing.

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Data Science

Cloud Computing

Google Cloud

Google BigQuery

Google Cloud

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Google Cloud can help solve your toughest problems and grow your business. With Google Cloud, their infrastructure is your infrastructure. Their tools are your tools. And their innovations are your innovations.

Pluralsight

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Pluralsight, LLC is an American privately held online education company that offers a variety of video training courses for software developers, IT administrators, and creative professionals through its website. Founded in 2004 by Aaron Skonnard, Keith Brown, Fritz Onion, and Bill Williams, the company has its headquarters in Farmington, Utah. As of July 2018, it uses more than 1,400 subject-matter experts as authors, and offers more than 7,000 courses in its catalog. Since first moving its courses online in 2007, the company has expanded, developing a full enterprise platform, and adding skills assessment modules.