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Google Cloud Training

This is a self-paced lab that takes place in the Google Cloud console. Learn how to create deeper analytical insights from soccer event data using BigQuery.

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This is a self-paced lab that takes place in the Google Cloud console. Learn how to create deeper analytical insights from soccer event data using BigQuery.

BigQuery can be used to perform more sophisticated data analysis. In this lab, you will analyze soccer event data to achieve real insight from the dataset.

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What's inside

Syllabus

BigQuery Soccer Data Analytical Insight

Good to know

Know what's good
, what to watch for
, and possible dealbreakers
Introduces data analysis using BigQuery, which is commonly used in industry
Designed for learners with intermediate data analysis skills, as it assumes familiarity with BigQuery
Taught by Google Cloud Training, who are recognized for their expertise in data analytics
Helps learners gain insights from soccer event data, which is useful for sports analysts and data scientists
Provides hands-on labs for practical application of the concepts learned

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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 BigQuery Soccer Data Analytical Insight with these activities:
Practice Problem Solving
This activity will help you sharpen your problem-solving skills, which will be essential for success in this course.
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Show steps
  • Solve practice problems from textbooks or online resources
  • Work with a study group to solve problems together
  • Attend office hours or tutoring sessions to get help with difficult problems
Create a personal BigQuery project for data analysis
Gain practical experience with BigQuery by creating your own data analysis project. This will allow you to apply your knowledge to a real-world scenario and build a portfolio of work.
Browse courses on BigQuery
Show steps
  • Create a Google Cloud Platform account.
  • Create a new BigQuery project.
  • Import data into your project.
  • Analyze the data using SQL queries.
Join a study group or online forum focused on BigQuery
Connect with other learners and practitioners to discuss BigQuery, share knowledge, and collaborate on projects. This will provide you with a supportive environment for learning and growth.
Browse courses on BigQuery
Show steps
  • Search for BigQuery study groups or forums.
  • Join a group that aligns with your interests.
  • Participate in discussions and ask questions.
Ten other activities
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Show all 13 activities
Compile Course Materials
This activity will help you prepare for the course by collecting the required resources.
Show steps
  • Gather course syllabus, readings, and assignments
  • Create a system for organizing your materials
Attend a BigQuery workshop or online webinar
Gain hands-on experience with BigQuery by attending a workshop or webinar. This will provide you with practical knowledge and skills that you can apply to your own data analysis projects.
Browse courses on BigQuery
Show steps
  • Search for BigQuery workshops or webinars.
  • Register for an event that fits your schedule and interests.
  • Attend the event and participate actively.
Create a Course Plan
This activity will help you stay organized and on track throughout the course.
Show steps
  • Review the course syllabus and identify key topics
  • Create a schedule for completing readings, assignments, and projects
  • Set aside regular study time and stick to it
  • Identify resources that can help you succeed
Explore Google's BigQuery documentation
Gain a deeper understanding of BigQuery features and capabilities by exploring the official documentation. This will provide you with a solid foundation for using BigQuery effectively.
Browse courses on BigQuery
Show steps
  • Visit the BigQuery documentation website.
  • Read through the tutorials and examples.
  • Apply what you learn to your own BigQuery data.
Practice SQL queries on BigQuery data
Practice writing SQL queries to retrieve insights from the soccer event data in BigQuery. This will solidify your understanding of SQL syntax and data analysis techniques.
Browse courses on SQL
Show steps
  • Create a new query in the BigQuery console.
  • Write a SQL query to retrieve the total number of goals scored by each team.
  • Run the query and examine the results.
Join a Study Group
This activity will provide you with opportunities to collaborate with other students and learn from their perspectives.
Show steps
  • Find a study group that meets your needs
  • Participate regularly in study group meetings
  • Contribute to the group by sharing your knowledge and insights
Develop a data visualization dashboard for soccer event data
Create a visual representation of the soccer event data to make it easier to identify trends and insights. This will enhance your ability to analyze and interpret data effectively.
Browse courses on Data Visualization
Show steps
  • Choose a data visualization tool.
  • Import the soccer event data into the tool.
  • Create visualizations to represent different aspects of the data.
  • Organize the visualizations into a dashboard.
Watch Online Tutorials
This activity will help you supplement your learning by exploring additional resources.
Show steps
  • Search for online tutorials on the course topics
  • Watch the tutorials and take notes
  • Apply what you have learned to your studies
Identify Mentors
This activity will provide you with guidance and support throughout your learning journey.
Show steps
  • Identify potential mentors who have expertise in the course topics
  • Reach out to your mentors and request their guidance
  • Meet with your mentors regularly to discuss your progress and get feedback
Review 'BigQuery: The Definitive Guide' by Valliappa Lakshmanan
Expand your knowledge of BigQuery's advanced features and best practices by reviewing this comprehensive guide. It will provide you with a deeper understanding of how to use BigQuery effectively for data analysis and insights.
Show steps
  • Purchase or borrow the book.
  • Read through the chapters that are relevant to your interests.
  • Apply what you learn to your own BigQuery projects.

Career center

Learners who complete BigQuery Soccer Data Analytical Insight will develop knowledge and skills that may be useful to these careers:
Data Analyst
Data Analysts are in charge of making sense of raw data, helping organizations understand what the data is saying and what actions to take. This course can help you with this career as it will teach you how to use BigQuery, a powerful tool for data analysis. With BigQuery, you can query large datasets quickly and easily, identify trends and patterns, and create visualizations to communicate your findings. This course will give you the skills you need to succeed in this role.
Data Scientist
Data Scientists are responsible for developing and implementing data-driven solutions to business problems. They use their knowledge of statistics, machine learning, and data analysis to extract insights from data and make predictions. This course can help you with this career as it will teach you how to use BigQuery, a powerful tool for data analysis. With BigQuery, you can query large datasets quickly and easily, identify trends and patterns, and create visualizations to communicate your findings. This course will give you the skills you need to succeed in this role.
Market Research Analyst
Market Research Analysts are responsible for gathering and analyzing data about markets, customers, and competitors. They use their findings to help businesses make informed decisions about product development, marketing campaigns, and pricing. This course can help you with this career as it will teach you how to use BigQuery, a powerful tool for data analysis. With BigQuery, you can query large datasets quickly and easily, identify trends and patterns, and create visualizations to communicate your findings. This course will give you the skills you need to succeed in this role.
Business Analyst
Business Analysts are responsible for understanding the business needs of an organization and translating those needs into technical requirements. They work with stakeholders to gather requirements, analyze data, and develop solutions to improve business processes. This course can help you with this career as it will teach you how to use BigQuery, a powerful tool for data analysis. With BigQuery, you can query large datasets quickly and easily, identify trends and patterns, and create visualizations to communicate your findings. This course will give you the skills you need to succeed in this role.
Operations Research Analyst
Operations Research Analysts are responsible for developing and applying mathematical and statistical models to improve the efficiency of businesses and organizations. They use their knowledge of operations research to analyze data, identify problems, and develop solutions. This course can help you with this career as it will teach you how to use BigQuery, a powerful tool for data analysis. With BigQuery, you can query large datasets quickly and easily, identify trends and patterns, and create visualizations to communicate your findings. This course will give you the skills you need to succeed in this role.
Financial Analyst
Financial Analysts are responsible for analyzing financial data and making recommendations to businesses and investors. They use their knowledge of finance and accounting to evaluate the financial health of companies and make recommendations on investments. This course can help you with this career as it will teach you how to use BigQuery, a powerful tool for data analysis. With BigQuery, you can query large datasets quickly and easily, identify trends and patterns, and create visualizations to communicate your findings. This course will give you the skills you need to succeed in this role.
Product Manager
Product Managers are responsible for the development and launch of new products. They work with engineers, designers, and marketers to bring products to market that meet the needs of customers. This course can help you with this career as it will teach you how to use BigQuery, a powerful tool for data analysis. With BigQuery, you can query large datasets quickly and easily, identify trends and patterns, and create visualizations to communicate your findings. This course will give you the skills you need to succeed in this role.
Management Consultant
Management Consultants are responsible for advising businesses on how to improve their performance. They work with clients to identify problems, develop solutions, and implement changes. This course can help you with this career as it will teach you how to use BigQuery, a powerful tool for data analysis. With BigQuery, you can query large datasets quickly and easily, identify trends and patterns, and create visualizations to communicate your findings. This course will give you the skills you need to succeed in this role.
Systems Analyst
Systems Analysts are responsible for designing, developing, and implementing computer systems. They work with users to understand their needs and develop systems that meet those needs. This course can help you with this career as it will teach you how to use BigQuery, a powerful tool for data analysis. With BigQuery, you can query large datasets quickly and easily, identify trends and patterns, and create visualizations to communicate your findings. This course will give you the skills you need to succeed in this role.
Software Engineer
Software Engineers are responsible for designing, developing, and maintaining software applications. They work with users to understand their needs and develop software that meets those needs. This course may be useful for this career as it will teach you how to use BigQuery, a powerful tool for data analysis. With BigQuery, you can query large datasets quickly and easily, identify trends and patterns, and create visualizations to communicate your findings. This course will give you the skills you need to succeed in this role.
Data Engineer
Data Engineers are responsible for designing, building, and maintaining data pipelines. They work with data scientists and other stakeholders to ensure that data is available in a timely and reliable manner. This course may be useful for this career as it will teach you how to use BigQuery, a powerful tool for data analysis. With BigQuery, you can query large datasets quickly and easily, identify trends and patterns, and create visualizations to communicate your findings. This course will give you the skills you need to succeed in this role.
Actuary
Actuaries are responsible for assessing the financial risks of insurance companies and other financial institutions. They use their knowledge of mathematics and statistics to develop models that predict the likelihood of future events. This course may be useful for this career as it will teach you how to use BigQuery, a powerful tool for data analysis. With BigQuery, you can query large datasets quickly and easily, identify trends and patterns, and create visualizations to communicate your findings. This course will give you the skills you need to succeed in this role.
Economist
Economists are responsible for studying the economy and making predictions about its future performance. They use their knowledge of economics to analyze data and develop models that predict the behavior of the economy. This course may be useful for this career as it will teach you how to use BigQuery, a powerful tool for data analysis. With BigQuery, you can query large datasets quickly and easily, identify trends and patterns, and create visualizations to communicate your findings. This course will give you the skills you need to succeed in this role.
Statistician
Statisticians are responsible for collecting, analyzing, and interpreting data. They work with data from a variety of sources to answer questions and make predictions. This course may be useful for this career as it will teach you how to use BigQuery, a powerful tool for data analysis. With BigQuery, you can query large datasets quickly and easily, identify trends and patterns, and create visualizations to communicate your findings. This course will give you the skills you need to succeed in this role.
Database Administrator
Database Administrators are responsible for the design, implementation, and maintenance of database systems. They work with users to understand their needs and develop databases that meet those needs. This course may be useful for this career as it will teach you how to use BigQuery, a powerful tool for data analysis. With BigQuery, you can query large datasets quickly and easily, identify trends and patterns, and create visualizations to communicate your findings. This course will give you the skills you need to succeed in this role.

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 BigQuery Soccer Data Analytical Insight.
Challenges conventional wisdom about soccer and uses data to show how the game is really played. It would be a great read for anyone who wants to understand the game at a deeper level.
Explores the psychology of soccer, explaining how mental factors can affect player performance. It would be a fascinating read for anyone who wants to understand the mental side of the game.
Provides a comprehensive guide to nutrition for soccer players. It covers a wide range of topics, including meal planning, hydration, and supplements.
Covers the latest developments in soccer analytics and how they can be used to improve player and team performance. It practical guide that is essential reading for anyone involved in soccer.
Provides a comprehensive overview of FIFA, the governing body of world soccer. It covers a wide range of topics, including FIFA's history, structure, and activities.

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