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Data engineering and smart analytics

The need for data analysis skills grew by 86% from 2013 to 2018. 1 Become data-driven with Google Cloud. Leverage data and gain real-time insights that improve your decision-making and accelerate innovation. Learn how to design and build data processing systems.

Data Analyst learning path

The role of a Data Analyst can vary depending on what type of industry they're in or which part of their organization they are supporting. Data Analysts gather data, analyze that data and translate the results into insights to share with business stakeholders.

Course

Big Data & Machine Learning Fundamentals

Get started with big data and machine learning. This course provides an introduction to Google Cloud capabilities and a deeper dive of the data processing capabilities.

This course is recommended for Data and Business Analysts interested in getting started in developing data engineering skills.

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Course

From Data to Insights with Google Cloud Platform

Want to know how to query and process petabytes of data in seconds? Curious about data analysis that scales automatically as your data grows? Data to Insights in Google Cloud features interactive scenarios and hands-on labs where you can explore, mine, load, visualize, and extract insights from diverse BigQuery datasets.

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Course

Analyzing and Visualizing Data in Looker

Explore Looker's capabilities for getting the most insight out of your data. This course offers guided demos that give you practical experience with Looker's data exploration, analysis and visualization functionalities.

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Course

Developing Data Models with LookML

Go deeper with your Looker knowledge. Learn about writing LookML code, as well as how to make data accessible and interpretable for business users.

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Skill badge

Perform Foundational Data, ML, and AI Tasks in Google Cloud

Get started with big data, machine learning, and artificial intelligence. Take your first steps with Google Cloud tools like BigQuery, Cloud Speech API, and AI Platform. You'll have the opportunity to earn a Google Cloud skill badge upon completion.

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Skill badge

Exploring Data with Looker

Learn the fundamentals of data exploration in Looker and how to apply that knowledge using your company’s data in the explore interface. Complete this quest for the opportunity to receive a Google Cloud skill badge.

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Skill badge

Build LookML Objects in Looker

Get practice with the basics of Looker from designing, building, and updating dimensions and measures. You'll also learn how to create, refine, and join existing Explores. Complete this quest for the opportunity to earn a Google Cloud skill badge.

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Skill badge

Insights from Data with BigQuery

Learn about BigQuery’s basic features like writing SQL queries, creating database tables in Cloud SQL, querying public tables, and much more.You’ll have the opportunity to earn a Google Cloud skill badge upon completion.

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Skill badge

Create ML Models with BigQuery ML

What makes a good machine learning model? Learn how to create and evaluate machine learning models as well as make predictions using BigQuery ML. Prove your knowledge by completing the quest and sharing your skill badge.

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Hands on lab

Applying Advanced LookML Concepts in Looker

Get hands-on experience applying advanced LookML concepts in Looker. Use Liquid to customize and create dynamic dimensions and measures, create dynamic SQL derived tables and customized native derived tables, and use extends to modularize your LookML code.

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Hands on lab

Data Catalog Fundamentals

Data Catalog is a fully managed and scalable metadata management service that empowers organizations to quickly discover, understand, and manage all of their data. Learn how to search and tag data assets and metadata with Data Catalog and discover how to build MySQL, PostgreSQL, and SQLServer to Data Catalog Connectors.

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SKILL BADGE

Manage Data Models in Looker

Learn how to: maintain LookML project health; utilize SQL runner for data validation; employ LookML best practices; optimize queries and reports for performance; implement persistent derived tables and caching policies.

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  • Products

    What you'll learn

    BigQuery, SQL, Data Visualization, BigQuery ML, Cloud APIs, AI Platform, Cloud Data Fusion

  • Courses

    Courses

    4

  • Labs

    Labs

    46

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Data Engineer learning path

Data Engineers design solutions that ensure maximum flexibility and scalability, while meeting all required security controls.