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Get 30 days free access to Google Cloud labs when you sign up for the Data Analytics track in the skills challenge.

Smart analytics and data management

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.

Learning path diagram for data analystFrom Data to Insights with Google Cloud PlatformSKILL BADGE Perform Foundational Data, ML, and AI Tasks in Google CloudSKILL BADGE Create and Manage Cloud ResourcesSKILL BADGE Insights from Data with BigQuery SKILL BADGE Exploring Data with LookerSKILL BADGE Build and Optimize Data Warehouses with BigQuerySKILL BADGE Create ML Models with BigQuery MLBig Data & Machine Learning FundamentalsHANDS-ON LABS Data Catalog Fundamentals

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

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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Skill badge

Create and Manage Cloud Resources

Gain essential skills you can apply to your first Google Cloud project. You'll learn how to write Cloud Shell commands, deploy your first virtual machine, and run applications on Kubernetes Engine or with load balancing. You'll have the opportunity to earn a Google Cloud skill badge upon completion.

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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

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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Skill badge

Build and Optimize Data Warehouses with BigQuery

Transform your data warehouse using BigQuery. Learn best practices to extract, transform, and load your data into Google Cloud with BigQuery and get the opportunity to earn a skill badge upon completion.

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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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  • Products

    What you'll learn

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

  • Courses

    Courses

    2

  • Labs

    Labs

    69

Take the next step

Data Engineer learning path

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

Learning path diagram for data engineerSKILL BADGE Perform Foundational Data, ML, and AI Tasks in Google CloudSKILL BADGE Engineer Data with Google CloudPreparing for the Professional Data Engineer ExaminationData Engineering on Google CloudBig Data & Machine Learning FundamentalsSKILL BADGE Create and Manage Cloud ResourcesServerless Data Processing with Dataflow

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.

Learn more

Course

Data Engineering on Google Cloud Platform

Get an introduction to designing data processing systems, building end-to-end data pipelines, and analyzing data. You'll learn how to lift and shift Hadoop workloads using Dataproc, process batch and streaming data on Dataflow, manage data pipelines with Data Fusion and Cloud Composer, and more.

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Course

Serverless Data Processing with Dataflow

Advance your data processing applications by expanding your understanding of Dataflow. Learn how you can convert your business logic into data processing applications that can run on Dataflow. Review topics such as foundations, developing pipelines, and operations while covering the most important lessons for operating a data application on Dataflow.

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Skill badge

Create and Manage Cloud Resources

Gain essential skills you can apply to your first Google Cloud project. You'll learn how to write Cloud Shell commands, deploy your first virtual machine, and run applications on Kubernetes Engine or with load balancing. You'll have the opportunity to earn a Google Cloud skill badge upon completion.

Learn more

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.

Learn more

Skill badge

Engineer Data with Google Cloud

From BigQuery, to Dataprep, to Cloud Composer & Tensorflow, this quest is composed of specific labs that will put your Google Cloud data engineering knowledge to the test.

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Course

Preparing for the Professional Data Engineer Examination

Start preparing for your Professional Data Engineer certification exam and further your ability to collect, transform, and publish data to help organizations make data-driven decisions as a Data Engineer with this course.

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  • Products

    What you'll learn

    BigQuery, Dataflow, Data Fusion, Cloud Composer, BigQuery ML, IoT, TensorFlow, Dataproc, workload migration

  • Courses

    Courses

    4

  • Labs

    Labs

    31

Take the next step

Database Engineer learning path

A Database Engineer helps enterprise customers architect, plan, execute, and test database migration.

Learning path diagram for database engineerEnterprise Database MigrationDeveloping Applications on Google CloudMigrating MYSQL data to Cloud SQL using Database Migration Service

Course

Developing Applications on Google Cloud

Design, develop, and deploy applications that seamlessly integrate components from the Google Cloud ecosystem. This course is ideal for developers who want to build cloud-native applications or redesign existing applications that will run on Google Cloud. Learn to use Google Cloud services and pre-trained machine learning APIs to build secure, scalable, and intelligent cloud-native applications.

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Course

Enterprise Database Migration

Develop the skills required to help enterprise customers architect, plan, execute, and test database migration projects. Learn how to move databases to Google Cloud while taking advantage of various Google Cloud services.

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Hands on lab

Migrating MYSQL data to Cloud SQL using Database Migration Service

Explore how to get started with Cloud SQL for MySQL, connect to Cloud SQL instances using the Cloud Console, and migrate MySQL databases to Cloud SQL. Learn this and more while using different job types and connectivity options available in Database Migration Service.

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  • Products

    What you'll learn

    Compute Engine, Cloud SQL, and other assorted topics

  • Courses

    Courses

    2

  • Labs

    Labs

    4

Take the next step

Additional courses and practice

Cloud OnBoard: Unleash Your Data Potential

Unleash your data potential

With the right data skills, the sky's the limit. Expand yours at Cloud OnBoard: Unleash Your Data Potential, a free instructor-led training event. Explore the fundamentals of data analysis, machine learning, and data processing, then learn how to harness the full power of BigQuery.

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