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Google Cloud Training

This is a self-paced lab that takes place in the Google Cloud console.

BigQuery GIS allows you to easily analyze and visualize geospatial data in BigQuery.

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What's inside

Syllabus

Getting Started with BigQuery GIS for Data Analysts

Good to know

Know what's good
, what to watch for
, and possible dealbreakers
Helps data analysts get an introduction to the theory and practice of analyzing geospatial data with BigQuery

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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 Getting Started with BigQuery GIS for Data Analysts with these activities:
Review database theory
Reinforce foundational knowledge of database theory to prepare for advanced topics in BigQuery GIS.
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  • Review concepts of data modeling, normalization, and indexing.
  • Summarize key differences between relational and NoSQL databases.
Explore BigQuery GIS data samples
Familiarize yourself with different types of geospatial data and their representation in BigQuery GIS.
Show steps
  • Locate and load sample datasets from the BigQuery gallery.
  • Visualize the data using a tool like Google Maps or QGIS.
  • Experiment with basic GIS operations like buffering and spatial joins.
Connect with experienced BigQuery GIS practitioners
Seek guidance and advice from experts to enhance your understanding and application of BigQuery GIS.
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  • Identify potential mentors in your network or online communities.
  • Reach out and introduce yourself.
  • Schedule regular meetings or discussions for guidance and feedback.
Four other activities
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Solve BigQuery GIS practice problems
Strengthen your analytical skills by solving practice problems that involve spatial data analysis.
Browse courses on Spatial Analysis
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  • Identify problems that require geospatial processing.
  • Translate real-world scenarios into BigQuery GIS queries.
  • Optimize queries for performance and efficiency.
Participate in BigQuery GIS competitions or hackathons
Challenge yourself and showcase your skills by participating in events that focus on BigQuery GIS.
Show steps
  • Identify relevant competitions or hackathons.
  • Form a team or participate individually.
  • Develop innovative solutions and demonstrate your expertise.
Develop a spatial data visualization dashboard
Apply your knowledge of BigQuery GIS to create an interactive dashboard to visualize and analyze geospatial data.
Browse courses on Data Visualization
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  • Identify key metrics and insights to represent in the dashboard.
  • Design the dashboard layout and choose appropriate visualizations.
  • Implement the dashboard using a tool like Google Data Studio or Tableau.
Build a geospatial data processing pipeline
Integrate BigQuery GIS with other tools to automate the processing and analysis of geospatial data.
Show steps
  • Design the data pipeline architecture.
  • Select and configure appropriate tools for data ingestion, processing, and visualization.
  • Monitor and maintain the pipeline for reliability and performance.

Career center

Learners who complete Getting Started with BigQuery GIS for Data Analysts will develop knowledge and skills that may be useful to these careers:
Data Scientist
A Data Scientist uses data to solve problems and make predictions. The Getting Started with BigQuery GIS for Data Analysts course can help you build a strong foundation in geospatial data analysis, providing you with the skills to effectively use BigQuery GIS for your work. This course will also help you develop the analytical and problem-solving skills necessary to succeed as a Data Scientist.
Business Analyst
Business Analysts use data to help businesses make better decisions. The Getting Started with BigQuery GIS for Data Analysts course can help you build a strong foundation in geospatial data analysis, providing you with the skills to effectively use BigQuery GIS for your work. This course will also help you develop the analytical and problem-solving skills necessary to succeed as a Business Analyst.
Risk Analyst
Risk Analysts use data to identify and manage risks. The Getting Started with BigQuery GIS for Data Analysts course can help you build a strong foundation in geospatial data analysis, providing you with the skills to effectively use BigQuery GIS for your work. This course will also help you develop the analytical and problem-solving skills necessary to succeed as a Risk Analyst.
Portfolio Manager
Portfolio Managers use data to manage investments. The Getting Started with BigQuery GIS for Data Analysts course can help you build a strong foundation in geospatial data analysis, providing you with the skills to effectively use BigQuery GIS for your work. This course will also help you develop the analytical and problem-solving skills necessary to succeed as a Portfolio Manager.
Market Researcher
Market Researchers use data to understand consumer behavior and market trends. The Getting Started with BigQuery GIS for Data Analysts course can help you build a strong foundation in geospatial data analysis, providing you with the skills to effectively use BigQuery GIS for your work. This course will also help you develop the analytical and problem-solving skills necessary to succeed as a Market Researcher.
Urban Planner
As an Urban Planner, you will be responsible for planning and designing cities and towns. The Getting Started with BigQuery GIS for Data Analysts course can help you develop the skills necessary to effectively use geospatial data in your work. This course will provide you with a strong foundation in BigQuery GIS, enabling you to analyze and visualize geospatial data to support decision-making in the planning process.
Environmental Scientist
As an Environmental Scientist, you will use your knowledge of the environment to solve problems related to pollution, climate change, and natural resource management. The Getting Started with BigQuery GIS for Data Analysts course can help you build a strong foundation in geospatial data analysis, providing you with the skills to effectively use BigQuery GIS for your work. This course will also help you develop the analytical and problem-solving skills necessary to succeed as an Environmental Scientist.
Transportation Planner
Transportation Planners use data to plan and design transportation systems. The Getting Started with BigQuery GIS for Data Analysts course can help you build a strong foundation in geospatial data analysis, providing you with the skills to effectively use BigQuery GIS for your work. This course will also help you develop the analytical and problem-solving skills necessary to succeed as a Transportation Planner.
Supply Chain Manager
Supply Chain Managers use data to plan and manage the flow of goods and services. The Getting Started with BigQuery GIS for Data Analysts course can help you build a strong foundation in geospatial data analysis, providing you with the skills to effectively use BigQuery GIS for your work. This course will also help you develop the analytical and problem-solving skills necessary to succeed as a Supply Chain Manager.
Public Health Analyst
Public Health Analysts use data to identify and solve public health problems. The Getting Started with BigQuery GIS for Data Analysts course can help you build a strong foundation in geospatial data analysis, providing you with the skills to effectively use BigQuery GIS for your work. This course will also help you develop the analytical and problem-solving skills necessary to succeed as a Public Health Analyst.
Data Journalist
Data Journalists use data to tell stories. The Getting Started with BigQuery GIS for Data Analysts course can help you build a strong foundation in geospatial data analysis, providing you with the skills to effectively use BigQuery GIS for your work. This course will also help you develop the analytical and problem-solving skills necessary to succeed as a Data Journalist.
Fraud Investigator
Fraud Investigators use data to investigate and prevent fraud. The Getting Started with BigQuery GIS for Data Analysts course can help you build a strong foundation in geospatial data analysis, providing you with the skills to effectively use BigQuery GIS for your work. This course will also help you develop the analytical and problem-solving skills necessary to succeed as a Fraud Investigator.
Emergency Management Specialist
Emergency Management Specialists use data to plan for and respond to emergencies. The Getting Started with BigQuery GIS for Data Analysts course can help you build a strong foundation in geospatial data analysis, providing you with the skills to effectively use BigQuery GIS for your work. This course will also help you develop the analytical and problem-solving skills necessary to succeed as an Emergency Management Specialist.
Geographic Information Systems (GIS) Analyst
As a GIS Analyst, you will use your knowledge of geospatial technologies to analyze and solve problems related to geography and the environment. The Getting Started with BigQuery GIS for Data Analysts course can help you build a strong foundation in geospatial data analysis, providing you with the skills to effectively use BigQuery GIS for your work. This course will also help you develop the analytical and problem-solving skills necessary to succeed as a GIS Analyst.
Geospatial Data Analyst
A Geospatial Data Analyst plays an integral role in understanding and solving real-world problems using geospatial data. They analyze and visualize geospatial information to identify trends, patterns, and relationships. The Getting Started with BigQuery GIS for Data Analysts course is an excellent resource for Geospatial Data Analysts, as it provides a comprehensive overview of the tools and techniques used to work with geospatial data in BigQuery. This course will help you build a strong foundation in BigQuery GIS, enabling you to effectively analyze and visualize geospatial data to support decision-making.

Reading list

We've selected eight 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 Getting Started with BigQuery GIS for Data Analysts.
Provides a comprehensive overview of geospatial analysis, covering a wide range of topics from basic concepts to advanced techniques. It valuable resource for anyone who wants to learn more about geospatial analysis.
Provides a comprehensive introduction to geocomputation with R. It covers a wide range of topics, including data acquisition, cleaning, analysis, and visualization.
Provides a comprehensive overview of spatial data analysis, with a focus on the underlying principles and concepts. It covers a wide range of topics, from the history of spatial data analysis to the mathematics of spatial statistics.
Provides a comprehensive overview of geospatial analysis, with a focus on the underlying principles and concepts. It covers a wide range of topics, from the history of geospatial analysis to the mathematics of spatial statistics.
Provides a comprehensive overview of geospatial technologies and their applications. It covers a wide range of topics, from the history of geospatial technologies to their applications in various industries and sectors.
Provides a comprehensive overview of the fundamental principles and concepts of GIS. It covers a wide range of topics, from the history of GIS to the mathematics of spatial analysis.
Provides a comprehensive overview of the fundamental principles and concepts of spatial data structures and algorithms. It covers a wide range of topics, from the history of spatial data structures to the mathematics of spatial analysis.
Provides a comprehensive overview of the fundamental principles and concepts of big data analytics for geospatial data. It covers a wide range of topics, from the history of big data analytics to the mathematics of spatial analysis.

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