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Exploring and Preparing your Data with BigQuery

Google Cloud

In this course, we see what the common challenges faced by data analysts are and how to solve them with the big data tools on Google Cloud.

In this course, we see what the common challenges faced by data analysts are and how to solve them with the big data tools on Google Cloud. You’ll pick up some SQL along the way and become very familiar with using BigQuery and Dataprep to analyze and transform your datasets. This is the first course of the From Data to Insights with Google Cloud series. After completing this course, enroll in the Creating New BigQuery Datasets and Visualizing Insights course.

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What's inside

Syllabus

Welcome to From Data to Insights with Google Cloud - Exploring and Preparing your Data

Introduction to Data on Google Cloud

Big Data Tools Overview

Exploring your Data with SQL

BigQuery Pricing

Cleaning and Transforming Your Data

Course Summary

Course Resources

Good to know

Know what's good

, what to watch for

, and possible dealbreakers

Uses BigQuery, a widely adopted tool in the data industry, for analysis and transformation of datasets

Develops proficiency in SQL, a key skill for data analysts

Provides a foundation for a series on data insights with Google Cloud

Addresses common challenges faced by data analysts

Taught by Google Cloud instructors, showcasing the expertise of the platform's creators

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Career center

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

Data Analyst

Data Analysts design, develop and implement automated systems to collect, process and analyze large data sets. The insights derived from their work play a vital role in business decision-making. This course can help teach you about data analysis and you will also learn SQL (Structured Query Language) which is used to interpret data. Learning SQL will be very helpful to you in this field. Another key skill taught in this course is the use of BigQuery and DataPrep to analyze and interpret large data sets.

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Data Scientist

Data Scientists analyze, interpret, and communicate data with a focus on extracting insights and knowledge. They build models and algorithms to solve business problems and optimize decision-making. This course can help teach you about the skills needed in this field, including the use of SQL, BigQuery and DataPrep. This course is part of a series called 'From Data to Insights with Google Cloud'.

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Data Engineer

Data Engineers design, build, and maintain data systems that support data-driven decision-making. They ensure the availability, reliability, and performance of data pipelines and infrastructure. This course can teach you about data engineering and you will learn the use of SQL in this process.

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Machine Learning Engineer

Machine Learning Engineers build, deploy, and maintain machine learning models to solve business problems. They collaborate with data scientists and software engineers to bring machine learning solutions to life. This course can help build a foundation for a career in this field, especially with its focus on the use of SQL.

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Database Administrator

Database Administrators ensure the availability, performance, and security of databases. They design, implement, and maintain database systems to meet the needs of organizations. This course can help build a foundation for a career in this field, as you will learn essential skills such as SQL and data analysis.

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Business Analyst

Business Analysts use data to understand business needs and make recommendations for improvements. The insights they provide help organizations make informed decisions and optimize their operations. This course can teach you how to better analyze data, using the skills of SQL, BigQuery and DataPrep.

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Information Security Analyst

Information Security Analysts protect organizations from cyber threats and data breaches. They implement and maintain security measures to ensure the confidentiality, integrity, and availability of data. This course may be helpful as it offers foundational skills in data analysis and the use of SQL, which can be valuable in this field.

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Data Architect

Data Architects design and manage data systems that meet the needs of organizations. They ensure the efficient and effective use of data to support business objectives. This course will provide you with foundational knowledge and skills in data analysis and SQL.

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Data Visualization Analyst

Data Visualization Analysts create visual representations of data to communicate insights and trends. They use data visualization tools and techniques to make data more accessible and understandable. This course may be helpful as it includes foundational skills in data analysis and the use of SQL, which are valuable in this field.

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Software Developer

Software Developers design, develop, and maintain software applications. They use programming languages and tools to create software that meets the needs of users. This course may be helpful as it includes foundational skills in data analysis and the use of SQL. These skills are beneficial in a variety of software development roles.

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Product Manager

Product Managers are responsible for the development and management of products. They work with cross-functional teams to define product requirements, prioritize features, and ensure customer satisfaction. This course may be helpful as it includes foundational skills in data analysis and the use of SQL, which are valuable in this role.

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Project Manager

Project Managers plan, execute, and close projects. They work with stakeholders to define project scope, timelines, and budgets. This course may be helpful as it includes foundational skills in data analysis and the use of SQL, which can provide valuable insights for effective project management.

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Quality Assurance Analyst

Quality Assurance Analysts test software and systems to ensure they meet specifications and quality standards. They use testing tools and techniques to identify and resolve defects. This course may be helpful as it includes foundational skills in data analysis and the use of SQL, which can provide valuable insights for effective quality assurance.

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Market Researcher

Market Researchers collect and analyze data to understand market trends and consumer behavior. They use research methods and tools to gather insights that inform product development, marketing campaigns, and business decisions. This course may be helpful as it includes foundational skills in data analysis and the use of SQL, which can provide valuable insights for effective market research.

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Technical Writer

Technical Writers create and maintain user manuals, technical documentation, and other materials that explain complex technical concepts and products. This course may be helpful as it includes foundational skills in data analysis and the use of SQL, which can provide valuable insights for creating clear and effective technical documentation.

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Reading list

We've selected 14 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 and Preparing your Data with BigQuery.

Discovering SQL