• For Individuals
  • For Businesses
  • For Universities
  • For Governments
Degrees
​
Log In
Join for Free
  • Browse
  • Gcp

GCP Courses

GCP courses can help you learn cloud architecture, data storage solutions, machine learning integration, and serverless computing. You can build skills in managing virtual machines, deploying applications, and optimizing cloud resources for cost efficiency. Many courses introduce tools like Google Cloud Console, BigQuery, and Kubernetes, showing how these technologies support scalable application development and data analysis.

Popular GCP Courses and Certifications


  • G

    Google Cloud

    Deploying a Python Flask Web Application to App Engine Flexible

    Skills you'll gain: Google App Engine, Cloud Deployment, Cloud Applications, Google Cloud Platform, Application Deployment, Cloud Development, Cloud API, Web Applications, Cloud Services, Flask (Web Framework), Data Access, Cloud Storage, Image Analysis

    Beginner · Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    G

    Google Cloud

    Architecting with Google Kubernetes Engine: Foundations 日本語版

    Skills you'll gain: Kubernetes, Containerization, Cloud Management, Cloud-Native Computing, Google Cloud Platform, Cloud Infrastructure, Cloud Platforms, Cloud Computing, Build Tools, Cloud Deployment, Public Cloud, Infrastructure Architecture, Application Deployment

    4.4
    Rating, 4.4 out of 5 stars
    ·
    16 reviews

    Intermediate · Course · 1 - 3 Months

  • G

    Google Cloud

    Orchestrating the Cloud with Kubernetes

    Skills you'll gain: Kubernetes, Docker (Software), Cloud-Native Computing, Microservices, Containerization, Application Deployment, Cloud Deployment, Google Cloud Platform, Cloud Management, Service Management, Managed Services

    4.3
    Rating, 4.3 out of 5 stars
    ·
    9 reviews

    Beginner · Project · Less Than 2 Hours

  • G

    Google Cloud

    Running Distributed TensorFlow using Vertex AI

    Skills you'll gain: Tensorflow, Google Cloud Platform, Model Deployment, Image Analysis, Cloud Deployment, Model Training, Cloud Computing, Distributed Computing, Predictive Modeling

    Intermediate · Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    G

    Google Cloud

    Build, Train and Deploy ML Models with Keras on Google Cloud - Français

    Skills you'll gain: Tensorflow, Keras (Neural Network Library), Data Preprocessing, Google Cloud Platform, Data Pipelines, Model Training, Data Processing, Model Deployment, Data Transformation, Deep Learning, Model Optimization, Applied Machine Learning, Cloud Deployment, Artificial Neural Networks, AI Workflows

    3.4
    Rating, 3.4 out of 5 stars
    ·
    7 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    G

    Google Cloud

    Como criar pipelines de dados de streaming no Google Cloud

    Skills you'll gain: Data Pipelines, Dataflow, Real Time Data, Google Cloud Platform, Data Processing, Extract, Transform, Load, Data Architecture, Software Design Patterns, Analytics, Data Transformation, Data Storage, Artificial Intelligence and Machine Learning (AI/ML)

    4.6
    Rating, 4.6 out of 5 stars
    ·
    8 reviews

    Intermediate · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Identify Damaged Car Parts with Vertex AutoML Vision

    Skills you'll gain: Model Evaluation, Model Training, Applied Machine Learning, Google Cloud Platform, Image Analysis, Model Deployment, Computer Vision, Machine Learning, Predictive Analytics, Cloud Storage, Cloud API

    5
    Rating, 5 out of 5 stars
    ·
    6 reviews

    Intermediate · Project · Less Than 2 Hours

  • G

    Google Cloud

    Bracketology with Google Machine Learning

    Skills you'll gain: Data Preprocessing, Model Evaluation, Applied Machine Learning, Feature Engineering, Data Transformation, Big Data, Google Cloud Platform, Analytics, Data Manipulation, Predictive Analytics, Model Training, Predictive Modeling, Machine Learning, Data Access, Exploratory Data Analysis, SQL

    Beginner · Project · Less Than 2 Hours

  • G

    Google Cloud

    Classify Images with TensorFlow Convolutional Neural Networks

    Skills you'll gain: Convolutional Neural Networks, Model Training, Tensorflow, Data Collection, Image Analysis, Artificial Neural Networks, Deep Learning, Computer Vision, Model Evaluation, Google Cloud Platform, Cloud Computing, Scientific Visualization

    Beginner · Project · Less Than 2 Hours

  • G

    Google Cloud

    Deploy Kubernetes Load Balancer Service with Terraform

    Skills you'll gain: Cloud Management, Cloud Infrastructure, Terraform, Cloud Computing, Kubernetes, Google Cloud Platform, Cloud Deployment, Infrastructure as Code (IaC), Nginx, Cloud API, Load Balancing

    Intermediate · Project · Less Than 2 Hours

  • G

    Google Cloud

    Working with Artifact Registry

    Skills you'll gain: Apache Maven, Package and Software Management, Google Cloud Platform, CI/CD, Containerization, Cloud Management, Continuous Integration, Cloud Computing, Build Tools

    Beginner · Project · Less Than 2 Hours

  • G

    Google Cloud

    Deploy a BigQuery ML Customer Churn Classifier to Vertex AI for Online Predictions

    Skills you'll gain: Model Evaluation, Model Training, Google Cloud Platform, Model Optimization, Model Deployment, Data Preprocessing, MLOps (Machine Learning Operations), Predictive Modeling, Google Analytics, Applied Machine Learning, Cloud Deployment, Cloud Storage, Machine Learning, Data Management

    Intermediate · Project · Less Than 2 Hours

1…414243…129

In summary, here are 10 of our most popular gcp courses

  • Deploying a Python Flask Web Application to App Engine Flexible: Google Cloud
  • Architecting with Google Kubernetes Engine: Foundations 日本語版: Google Cloud
  • Orchestrating the Cloud with Kubernetes: Google Cloud
  • Running Distributed TensorFlow using Vertex AI: Google Cloud
  • Build, Train and Deploy ML Models with Keras on Google Cloud - Français: Google Cloud
  • Como criar pipelines de dados de streaming no Google Cloud: Google Cloud
  • Identify Damaged Car Parts with Vertex AutoML Vision: Google Cloud
  • Bracketology with Google Machine Learning: Google Cloud
  • Classify Images with TensorFlow Convolutional Neural Networks: Google Cloud
  • Deploy Kubernetes Load Balancer Service with Terraform: Google Cloud

Skills you can learn in Cloud Computing

Google (31)
Google Cloud Platform (30)
Kubernetes (12)
Application Programming Interfaces (10)
Microservices (7)
Internet Of Things (6)
Cloud Computing Security (5)
Linux (4)
Statistical Classification (4)
Web (4)
Cybersecurity (3)
Cryptography (3)

Other topics to explore

Arts and Humanities
338 courses
Business
1095 courses
Computer Science
668 courses
Data Science
425 courses
Information Technology
145 courses
Health
471 courses
Math and Logic
70 courses
Personal Development
137 courses
Physical Science and Engineering
413 courses
Social Sciences
401 courses
Language Learning
150 courses

Coursera Footer

Skills

  • Accounting
  • Artificial Intelligence (AI)
  • Cybersecurity
  • Data Analytics
  • Digital Marketing
  • Human Resources (HR)
  • Microsoft Excel
  • Project Management
  • Python
  • SQL

Professional Certificates

  • Google AI Certificate
  • Google Cybersecurity Certificate
  • Google Data Analytics Certificate
  • Google IT Support Certificate
  • Google Project Management Certificate
  • Google UX Design Certificate
  • IBM AI Engineering Certificate
  • IBM AI Product Manager Certificate
  • IBM Data Science Certificate
  • Intuit Academy Bookkeeping Certificate

Courses & Specializations

  • AI Essentials Specialization
  • AI For Business Specialization
  • AI For Everyone Course
  • AI in Healthcare Specialization
  • Deep Learning Specialization
  • Excel Skills for Business Specialization
  • Financial Markets Course
  • Machine Learning Specialization
  • Prompt Engineering for ChatGPT Course
  • Python for Everybody Specialization

Career Resources

  • Career Aptitude Test
  • CAPM Certification Requirements
  • CompTIA A+ Certification Requirements
  • CompTIA Security+ Certification Requirements
  • Essential IT Certifications
  • High-Income Skills to Learn
  • How to Learn Artificial Intelligence
  • PMP Certification Requirements
  • Popular Cybersecurity Certifications
  • Share your Coursera learning story

Coursera

  • About
  • What We Offer
  • Leadership
  • Careers
  • Catalog
  • Coursera Plus
  • Professional Certificates
  • MasterTrack® Certificates
  • Degrees
  • For Enterprise
  • For Government
  • For Campus
  • Become a Partner
  • Social Impact
  • Free Courses
  • Udemy

Community

  • Learners
  • Partners
  • Beta Testers
  • Blog
  • The Coursera Podcast
  • Tech Blog

More

  • Press
  • Investors
  • Terms
  • Privacy
  • Help
  • Accessibility
  • Contact
  • Articles
  • Directory
  • Affiliates
  • Modern Slavery Statement
  • Do Not Sell/Share
Learn Anywhere
Download on the App Store
Get it on Google Play
Logo of Certified B Corporation
© 2026 Coursera Inc. All rights reserved.
  • Coursera Facebook
  • Coursera Linkedin
  • Coursera Twitter
  • Coursera YouTube
  • Coursera Instagram
  • Coursera TikTok