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Exploring NCAA Data with BigQuery

BigQuery is Google's fully managed, NoOps, low-cost analytics database. With BigQuery you can query terabytes and terabytes of data without managing infrastructure or needing a database administrator. BigQuery uses SQL and takes advantage of the pay-as-you-go model. BigQuery allows you to focus on analyzing data to find meaningful insights. We have a newly available dataset for NCAA Basketball games, teams, and players. The game data covers play-by-play and box scores back to 2009, as well as final scores back to 1996. Additional data about wins and losses goes back to the 1894-5 season in some teams' cases. In this Google Cloud Lab, we will find and query the NCAA dataset using BigQuery. Note: you will have timed access to the online environment. You will need to complete the lab within the allotted time.

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Learns SQL, which is a foundational skill in data analysis across industries

Uses real-world dataset to teach BigQuery

Taught by Google Cloud Training, who are recognized in cloud computing

Builds a foundational understanding of BigQuery

Requires prior knowledge of SQL or structured query language

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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 Exploring NCAA Data with BigQuery with these activities:

Review SQL basics

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Refresh your knowledge of SQL before starting the course.

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Go to the SQL basics tutorial
Read the tutorial
Complete the practice exercises
Take a SQL quiz
Review your results and identify areas for improvement

Build a dashboard with BigQuery

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Build a dashboard using BigQuery and Google Data Studio to visualize and explore the NCAA dataset.

Browse courses on Data Visualization

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Connect Google Data Studio to BigQuery
Create a new report
Add charts and visualizations to your report
Share your dashboard with others

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Career center

Learners who complete Exploring NCAA Data with BigQuery will develop knowledge and skills that may be useful to these careers:

Data Analyst

Data Analysts collect, clean, and interpret data to help organizations make informed decisions. This course provides a strong foundation in BigQuery, a powerful data analytics tool that can handle large and complex datasets. By learning how to query and analyze NCAA basketball data using BigQuery, you will gain valuable skills that are highly sought-after in the data analytics field. This course will also help you build a portfolio of data analytics projects that you can showcase to potential employers.

See salaries and explore the career path for Data Analyst

Data Scientist

Data Scientists use statistical modeling and machine learning to extract insights from data. This course provides a hands-on introduction to BigQuery, a powerful data analytics tool that is used by many data scientists. By learning how to query and analyze NCAA basketball data using BigQuery, you will gain valuable skills that will help you succeed in the data science field. This course will also help you build a portfolio of data science projects that you can showcase to potential employers.

See salaries and explore the career path for Data Scientist

Business Analyst

Business Analysts use data analysis to help organizations improve their business operations. This course provides a solid foundation in BigQuery, a powerful data analytics tool that is used by many business analysts. By learning how to query and analyze NCAA basketball data using BigQuery, you will gain valuable skills that will help you succeed in the business analysis field. This course will also help you build a portfolio of business analysis projects that you can showcase to potential employers.

See salaries and explore the career path for Business Analyst

Market Researcher

Market Researchers use data analysis to help organizations understand their customers and markets. This course provides a solid foundation in BigQuery, a powerful data analytics tool that is used by many market researchers. By learning how to query and analyze NCAA basketball data using BigQuery, you will gain valuable skills that will help you succeed in the market research field. This course will also help you build a portfolio of market research projects that you can showcase to potential employers.

See salaries and explore the career path for Market Researcher

Sports Analyst

Sports Analysts use data analysis to help teams and athletes improve their performance. This course provides a solid foundation in BigQuery, a powerful data analytics tool that is used by many sports analysts. By learning how to query and analyze NCAA basketball data using BigQuery, you will gain valuable skills that will help you succeed in the sports analytics field. This course will also help you build a portfolio of sports analytics projects that you can showcase to potential employers.

See salaries and explore the career path for Sports Analyst

Database Administrator

Database Administrators manage and maintain databases. This course provides a solid foundation in BigQuery, a powerful data analytics tool that is used by many database administrators. By learning how to query and analyze NCAA basketball data using BigQuery, you will gain valuable skills that will help you succeed in the database administration field. This course will also help you build a portfolio of database administration projects that you can showcase to potential employers.

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Data Engineer

Data Engineers build and maintain data pipelines and infrastructure. This course provides a solid foundation in BigQuery, a powerful data analytics tool that is used by many data engineers. By learning how to query and analyze NCAA basketball data using BigQuery, you will gain valuable skills that will help you succeed in the data engineering field. This course will also help you build a portfolio of data engineering projects that you can showcase to potential employers.

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Web Developer

Web Developers design and develop websites and web applications. This course provides a solid foundation in BigQuery, a powerful data analytics tool that can be used to analyze website and web application data. By learning how to query and analyze NCAA basketball data using BigQuery, you will gain valuable skills that will help you succeed in the web development field. This course will also help you build a portfolio of web development projects that you can showcase to potential employers.

See salaries and explore the career path for Web Developer

Software Engineer

Software Engineers design, develop, and maintain software applications. This course provides a solid foundation in BigQuery, a powerful data analytics tool that is used by many software engineers. By learning how to query and analyze NCAA basketball data using BigQuery, you will gain valuable skills that will help you succeed in the software engineering field. This course will also help you build a portfolio of software engineering projects that you can showcase to potential employers.

See salaries and explore the career path for Software Engineer

Product Manager

Product Managers manage the development and launch of new products. This course provides a solid foundation in BigQuery, a powerful data analytics tool that can be used to analyze product data. By learning how to query and analyze NCAA basketball data using BigQuery, you will gain valuable skills that will help you succeed in the product management field. This course will also help you build a portfolio of product management projects that you can showcase to potential employers.

See salaries and explore the career path for Product Manager

Marketing Manager

Marketing Managers plan and execute marketing campaigns. This course provides a solid foundation in BigQuery, a powerful data analytics tool that can be used to analyze marketing data. By learning how to query and analyze NCAA basketball data using BigQuery, you will gain valuable skills that will help you succeed in the marketing management field. This course will also help you build a portfolio of marketing management projects that you can showcase to potential employers.

See salaries and explore the career path for Marketing Manager

Financial Analyst

Financial Analysts analyze financial data to make investment recommendations. This course provides a solid foundation in BigQuery, a powerful data analytics tool that can be used to analyze financial data. By learning how to query and analyze NCAA basketball data using BigQuery, you will gain valuable skills that will help you succeed in the financial analysis field. This course will also help you build a portfolio of financial analysis projects that you can showcase to potential employers.

See salaries and explore the career path for Financial Analyst

Statistician

Statisticians use statistical methods to analyze data. This course provides a solid foundation in BigQuery, a powerful data analytics tool that can be used to analyze statistical data. By learning how to query and analyze NCAA basketball data using BigQuery, you will gain valuable skills that will help you succeed in the statistics field. This course will also help you build a portfolio of statistics projects that you can showcase to potential employers.

See salaries and explore the career path for Statistician

Actuary

Actuaries use statistical analysis to assess risk and uncertainty. This course provides a solid foundation in BigQuery, a powerful data analytics tool that can be used to analyze actuarial data. By learning how to query and analyze NCAA basketball data using BigQuery, you will gain valuable skills that will help you succeed in the actuarial field. This course will also help you build a portfolio of actuarial projects that you can showcase to potential employers.

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Operations Research Analyst

Operations Research Analysts use mathematical and statistical models to solve business problems. This course provides a solid foundation in BigQuery, a powerful data analytics tool that can be used to analyze operations research data. By learning how to query and analyze NCAA basketball data using BigQuery, you will gain valuable skills that will help you succeed in the operations research field. This course will also help you build a portfolio of operations research projects that you can showcase to potential employers.

See salaries and explore the career path for Operations Research Analyst

Reading list

We've selected 15 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 Exploring NCAA Data with BigQuery.

Historical Dictionary of the Olympic Movement

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Comprehensive encyclopedia of the game of basketball, covering the history of the sport, the teams and players who have participated in it, and the strategies and tactics used by teams to win.

Historical Dictionary of the Olympic Movement...

Hardcover

$$$$

Historical Dictionary of the Olympic Movement...

Kindle Edition

$$$$

Official Rules of Basketball, 1995

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Is the official rulebook for NCAA basketball. It is essential reading for anyone who wants to understand the rules of the game.

Exploring NCAA Data with BigQuery

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