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Google Cloud Training
This is a self-paced lab that takes place in the Google Cloud console. Use Google Dataflow to process real-time streaming data from a real-time real world historical data set, storing the results in Google BigQuery and then using Google Data Studio to visualize real-time geospatial data.
Register for this course and see more details by visiting:
OpenCourser.com/course/qxu2yc/visualize
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Know what's good ,
what to watch for , and
possible dealbreakers
Teaches real-time data processing, an essential skill for data engineers
Provides hands-on experience with Google Cloud Platform
Offers a self-paced format, allowing learners to complete the course at their own pace
Developed by Google Cloud Training, renowned for their expertise in data processing
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Activities
Be better prepared
before
your course. Deepen your understanding
during
and
after
it. Supplement your coursework and achieve mastery of the topics covered
in Visualize Real Time Geospatial Data with Google Data Studio with these
activities:
Data Preprocessing for Streaming Data
Show steps
Practice preprocessing streaming data to improve data quality and accuracy, which will strengthen your understanding of data engineering techniques.
Browse courses on
Data Preprocessing
Show steps
-
Identify and remove duplicate data.
-
Handle missing values using imputation techniques.
-
Transform data into a suitable format for analysis.
-
Validate the preprocessed data for quality.
Process Real-World Data with Dataflow
Show steps
Practice using Dataflow to process real-world streaming data, which will reinforce the concepts learned in the course.
Browse courses on
Dataflow
Show steps
-
Set up a Dataflow pipeline using the Google Cloud console.
-
Configure the pipeline to ingest real-time data from a specified source.
-
Perform transformations on the data using Dataflow operators.
-
Store the processed data in BigQuery for further analysis.
-
Visualize the results using Google Data Studio.
Explore Data Studio for Interactive Visualization
Show steps
complementarSee how Data Studio can be used to create interactive dashboards and reports, which will enhance your understanding of data visualization.
Browse courses on
Data Studio
Show steps
-
Follow online tutorials to learn the basics of Data Studio.
-
Connect Data Studio to your BigQuery dataset.
-
Create visualizations such as charts, tables, and maps.
-
Enhance visualizations with interactive features like filters and drill-downs.
Two other activities
Expand to see all activities and additional details
Show all five activities
Design a Geospatial Data Visualization Dashboard
Show steps
Design and build a comprehensive geospatial data visualization dashboard, which will demonstrate your ability to apply the skills learned in the course.
Browse courses on
Geospatial Data
Show steps
-
Identify the key metrics and data points to be visualized.
-
Select appropriate visualization techniques for different data types.
-
Design the layout and user interface of the dashboard.
-
Implement the dashboard using Data Studio or other visualization tools.
-
Present and share the dashboard with stakeholders.
Develop a Real-Time Data Analytics Solution
Show steps
Develop a complete real-time data analytics solution to address a specific business problem, which will provide hands-on experience and showcase your skills.
Show steps
-
Identify a business problem that can be addressed using real-time data.
-
Design the data pipeline using Dataflow and BigQuery.
-
Implement the data processing and analysis logic.
-
Visualize the results using Data Studio and other tools.
-
Deploy and monitor the solution.
Data Preprocessing for Streaming Data
Show steps
Practice preprocessing streaming data to improve data quality and accuracy, which will strengthen your understanding of data engineering techniques.
Browse courses on
Data Preprocessing
Show steps
Show steps
Show steps
- Identify and remove duplicate data.
- Handle missing values using imputation techniques.
- Transform data into a suitable format for analysis.
- Validate the preprocessed data for quality.
Process Real-World Data with Dataflow
Show steps
Practice using Dataflow to process real-world streaming data, which will reinforce the concepts learned in the course.
Browse courses on
Dataflow
Show steps
Show steps
Show steps
- Set up a Dataflow pipeline using the Google Cloud console.
- Configure the pipeline to ingest real-time data from a specified source.
- Perform transformations on the data using Dataflow operators.
- Store the processed data in BigQuery for further analysis.
- Visualize the results using Google Data Studio.
Explore Data Studio for Interactive Visualization
Show steps
complementarSee how Data Studio can be used to create interactive dashboards and reports, which will enhance your understanding of data visualization.
Browse courses on
Data Studio
Show steps
Show steps
Show steps
- Follow online tutorials to learn the basics of Data Studio.
- Connect Data Studio to your BigQuery dataset.
- Create visualizations such as charts, tables, and maps.
- Enhance visualizations with interactive features like filters and drill-downs.
Two other activities
Expand to see all activities and additional details
Show all five activities
Design a Geospatial Data Visualization Dashboard
Show steps
Design and build a comprehensive geospatial data visualization dashboard, which will demonstrate your ability to apply the skills learned in the course.
Browse courses on
Geospatial Data
Show steps
Show steps
Show steps
- Identify the key metrics and data points to be visualized.
- Select appropriate visualization techniques for different data types.
- Design the layout and user interface of the dashboard.
- Implement the dashboard using Data Studio or other visualization tools.
- Present and share the dashboard with stakeholders.
Develop a Real-Time Data Analytics Solution
Show steps
Develop a complete real-time data analytics solution to address a specific business problem, which will provide hands-on experience and showcase your skills.
Show steps
Show steps
Show steps
- Identify a business problem that can be addressed using real-time data.
- Design the data pipeline using Dataflow and BigQuery.
- Implement the data processing and analysis logic.
- Visualize the results using Data Studio and other tools.
- Deploy and monitor the solution.
Career center
Learners who complete Visualize Real Time Geospatial Data with Google Data Studio will develop knowledge and skills
that may be useful to these careers:
Geospatial Analyst
Geospatial Analyst
Geospatial Analysts use geospatial data to solve problems. This course may be useful to you because it teaches you how to visualize real-time geospatial data using Google Data Studio. This skill is in high demand in the tech industry.
GIS Analyst
GIS Analyst
GIS Analysts use geographic information systems (GIS) to analyze and visualize data. This course may be useful to you because it teaches you how to visualize real-time geospatial data using Google Data Studio. This skill is in high demand in the tech industry.
Location Intelligence Analyst
Location Intelligence Analyst
Location Intelligence Analysts use geospatial data to make better decisions. This course may be useful to you because it teaches you how to visualize real-time geospatial data using Google Data Studio. This skill is in high demand in the tech industry.
Data Scientist
Data Scientist
Data Scientists use data to solve business problems. This course may be useful to you because it teaches you how to use Google BigQuery to store the results of your data processing. This skill is in high demand in the tech industry.
Data Analyst
Data Analyst
Data Analysts collect, clean, and analyze data to provide insights to businesses or organizations. This course may be useful to you because it teaches you how to visualize real-time geospatial data using Google Data Studio. This skill is in high demand in the tech industry.
Information Architect
Information Architect
Information Architects design and build information systems. This course may be useful to you because it teaches you how to visualize real-time geospatial data using Google Data Studio. This skill is in high demand in the tech industry.
Data Engineer
Data Engineer
Data Engineers design and build systems to collect, store, and process data. This course may be useful to you because it teaches you how to use Google Dataflow to process real-time streaming data from a real-time real world historical data set. This skill is in high demand in the tech industry.
Product Manager
Product Manager
Product Managers develop and manage software products. This course may be useful to you because it teaches you how to visualize real-time geospatial data using Google Data Studio. This skill is in high demand in the tech industry.
Project Manager
Project Manager
Project Managers plan and manage projects. This course may be useful to you because it teaches you how to use Google Data Studio to visualize real-time data. This skill is in high demand in the tech industry.
Technical Architect
Technical Architect
Technical Architects design and build software systems. This course may be useful to you because it teaches you how to use Google Data Studio to visualize real-time data. This skill is in high demand in the tech industry.
Web Developer
Web Developer
Web Developers design and develop websites. This course may be useful to you because it teaches you how to use Google Data Studio to visualize real-time data. This skill is in high demand in the tech industry.
Software Developer
Software Developer
Software Developers design, develop, and maintain software applications. This course may be useful to you because it teaches you how to use Google Data Studio to visualize real-time data. This skill is in high demand in the tech industry.
Systems Analyst
Systems Analyst
Systems Analysts design and implement computer systems. This course may be useful to you because it teaches you how to use Google Data Studio to visualize real-time data. This skill is in high demand in the tech industry.
User Experience Designer
User Experience Designer
User Experience Designers design and evaluate user experiences. This course may be useful to you because it teaches you how to use Google Data Studio to visualize real-time data. This skill is in high demand in the tech industry.
Quality Assurance Analyst
Quality Assurance Analyst
Quality Assurance Analysts test and evaluate software products. This course may be useful to you because it teaches you how to use Google Data Studio to visualize real-time data. This skill is in high demand in the tech industry.
For more career information including salaries, visit:
OpenCourser.com/course/qxu2yc/visualize
Reading list
We've selected six books
that we think will supplement your
learning. Use these to
develop background knowledge, enrich your coursework, and gain a
deeper understanding of the topics covered in
Visualize Real Time Geospatial Data with Google Data Studio.
Provides a comprehensive overview of Power BI. It covers a wide range of topics, including data preparation, chart types, and dashboard design.
Provides a comprehensive overview of information visualization. It covers a wide range of topics, including the history of visualization, the principles of design, and the evaluation of visualizations.
Provides a comprehensive overview of dashboards. It covers a wide range of topics, including dashboard design, dashboard development, and dashboard evaluation.
This guide provides a quick overview of Power BI, its features, and how to get started using it. It useful resource for beginners who want to learn the basics of Power BI.
Save
Provides a practical introduction to data visualization. It covers a wide range of topics, including data types, chart types, and dashboard design.
Save
Provides a practical guide to data visualization. It covers a wide range of topics, including data cleaning, chart types, and dashboard design.
For more information about how these books relate to this course, visit:
OpenCourser.com/course/qxu2yc/visualize
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Via
Coursera
Institution
Google Cloud
Instructor
Google Cloud Training
Good to know
Teaches real-time data processing, an essential skill for data engineers
Provides hands-on experience with Google Cloud Platform
Offers a self-paced format, allowing learners to complete the course at their own pace
Developed by Google Cloud Training, renowned for their expertise in data processing
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