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. Visit Google Cloud Skills Boost for the latest recommended role-based learning activities.

Course

Big Data & Machine Learning Fundamentals

Course

From Data to Insights with Google Cloud Platform

Course

Analyzing and Visualizing Data in Looker

Course

Developing Data Models with LookML

Skill badge

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

Skill badge

Exploring Data with Looker

Skill badge

Build LookML Objects in Looker

Skill badge

Insights from Data with BigQuery

Skill badge

Create ML Models with BigQuery ML

Hands on lab

Applying Advanced LookML Concepts in Looker

Hands on lab

Data Catalog Fundamentals

SKILL BADGE

Manage Data Models in Looker

  • Products

    What you'll learn

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

Data Engineer learning path

Data Engineers design solutions that ensure maximum flexibility and scalability, while meeting all required security controls. Visit Google Cloud Skills Boost for the latest recommended role-based learning activities.

Course

Preparing for the Google Cloud Professional Data Engineer Exam

Course

Big Data & Machine Learning Fundamentals

Course

Data Engineering on Google Cloud Platform

Course

Serverless Data Processing with Dataflow

Skill badge

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

Skill badge

Build and Optimize Data Warehouses with BigQuery

Skill badge

Engineer Data with Google Cloud

  • Products

    What you'll learn

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

Take the next step

Database Engineer learning path

A Database Engineer designs, creates, manages, migrates, and troubleshoots databases used by applications to store and retrieve data. Visit Google Cloud Skills Boost for the latest recommended role-based learning activities.

Course

Developing Applications on Google Cloud

Course

Enterprise Database Migration

SKILL BADGE

Migrate MySQL data to Cloud SQL using Database Migration Service

Skill badge

Manage PostgreSQL Databases on Cloud SQL

Skill badge

Create and Manage Spanner Databases

Skill badge

Manage Bigtable on Google Cloud

  • Products

    What you'll learn

    Compute Engine, Cloud SQL, BigQuery, Spanner

Take the next step

Resources