[2025] 100+ Google Cloud Certification Training Courses

In a previous Class Central article, we compiled more than 450 free certificate courses and badges offered by Google. In this article, we focus on Google Cloud certifications and training courses.

Google Certifications

The Google Cloud Platform (GCP) is a suite of cloud computing services offered by Google. It includes over 100 products and services such as compute, storage, databases, machine learning, and more.

Google currently offers 14 certification exams for IT professionals to validate their GCP skills. Students can take the exam in person or online. Registration costs $99–200 (plus tax where applicable). The exams take between 90 min and 2 hours to complete and have multiple-choice questions. Certification is valid for 3 years.

If you have a valid certification that will soon expire, you may be able to take a re-certification exam at a discounted cost to extend your certification for another 3 years. Check the details for your certification.

A wide range of learning resources, including courses and hands-on labs, are available on Coursera, Cloud Academy, A Cloud Guru (now part of Pluralsight), and Cloud Skills Boost (previously Qwiklabs) to prepare for the certification exams. Below, we’ve compiled more than 100 such resources that, we hope, will help you pass your Google certification.

Below, you can see Google’s 11 certifications. Click to jump to the corresponding learning resources.

More Courses

If you’d like to learn more than Google Cloud, browse Class Central’s catalog of 250K courses or check other compilations:

You can find all our free certificates articles here.

Cloud Digital Leader Certification

The Cloud Digital Leader exam assesses general Google Cloud knowledge with multiple choice and multiple select questions. The registration fee is $99 (plus tax where applicable).

Cloud Digital Leader learning path via cloudskillsboost.google

Google Cloud Digital Leader Certification Course – Pass the Exam!
via freeCodeCampPrepare for the Google Cloud Digital Leader Certification and pass!

Digital Transformation with Google Cloud
Google via Google Cloud Skills Boost
Explore cloud technology’s impact on business, learn fundamental concepts, and understand computing models to drive digital transformation and leverage Google Cloud effectively.

Google Cloud Digital Leader Training
Google Cloud via Coursera
Gain foundational knowledge in cloud technology, Google Cloud services, and digital transformation to contribute effectively to cloud-related business initiatives across your organization.

Google Cloud Certified Cloud Digital Leader
via A Cloud Guru
Level up your cloud knowledge in general, and your Google Cloud knowledge in particular.

GCP for Beginners – Become a Google Cloud Digital Leader
via Udemy
Google Cloud for Beginners. Start Cloud Computing with GCP and become a Cloud Digital Leader.

Google Cloud Digital Leader Training
Google Cloud via Coursera
Foundational training on cloud technology, Google Cloud products, and digital transformation. Covers data, AI/ML, infrastructure modernization, security, and scaling operations for business professionals.

Transform Your Business with Google Cloud
Salesforce via Trailhead
Learn the fundamentals of cloud digital transformation with Cloud Digital Leader training.

Ultimate Google Cloud Certifications: All in one Bundle
via Udemy
430k Subs -Digital Leader, Cloud Engineer, Machine Learning, Architect, Developer, DevOps Engineer, Security Engineer

Infrastructure and Application Modernization with Google Cloud בעברית
Google Cloud via Coursera
מודרניזציה של תשתיות ואפליקציות עם Google Cloud: פתרונות לאתגרי IT מסורתיים, כולל אפשרויות מחשוב בענן, מודרניזציה של יישומים וניהול API לשיפור ביצועים עסקיים.

Google Cloud Digital Cloud Leader Certification Crash Course
via Udemy
Learn about Digital Transformation with GCP and get certified in Google Cloud Digital Transformation!

See more Cloud Digital Leader Certification courses.

Generative AI Leader Certification (New)

The Generative AI Leader exam assesses your knowledge of generative AI including techniques to improve output and business strategies for a successful gen AI solution. The registration fee is $99 (plus tax where applicable).

Generative AI Leader Learning Path via Google Cloud.

Digital Transformation Using AI/ML with Google Cloud Google Cloud via Coursera

Become Generative AI Leader – Google Cloud Certification via Udemy

Explore how AI and ML in the cloud drive business transformation, covering Google Cloud concepts, infrastructure modernization, and ML project management for non-technical professionals.

See more Generative AI Leader Certification courses.

Associate Cloud Engineer Certification

The Associate Cloud Engineer exam assesses Google Cloud knowledge in setting up a cloud environment, configuring a cloud solution, and deploying and implementing a cloud solution. The registration fee is $125 (plus tax where applicable).

Cloud Engineer learning path via cloud.google.com

Essential Google Cloud Infrastructure: Foundation
Google Cloud via Coursera
Explore Google Cloud’s infrastructure services, focusing on Compute Engine. Learn to deploy networks, VMs, and applications through hands-on labs and demos. Gain skills in cloud architecture and virtual networking.

Preparing for Your Associate Cloud Engineer Journey
Google Cloud via Coursera
Structured preparation guide for the Associate Cloud Engineer exam, covering key Google Cloud domains and offering strategies to enhance domain knowledge for certification success.

Essential Google Cloud Infrastructure: Core Services
Google Cloud via Coursera
Explore Google Cloud’s infrastructure services, focusing on Compute Engine. Learn to deploy and manage resources, implement security, handle billing, and monitor operations effectively.

Elastic Google Cloud Infrastructure: Scaling and Automation
Google Cloud via Coursera
Learn to scale and automate Google Cloud infrastructure with hands-on labs covering networking, load balancing, autoscaling, and managed services for efficient cloud solutions.

Preparing for Google Cloud Certification: Cloud Engineer
Google Cloud via Coursera
Gain hands-on experience with Google Cloud infrastructure, services, and Kubernetes. Develop skills for cloud architecture and prepare for the Associate Cloud Engineer certification through labs and practice exams.

Developing Applications with Google Cloud: Foundations
Google Cloud via Coursera
Learn to develop applications on Google Cloud, covering best practices, compute and data options, authentication, deployment, monitoring, and integrating AI. Hands-on labs provide practical experience.

Preparing for Your Associate Cloud Engineer Journey
Google Cloud via edX
This course helps you structure your preparation for the Associate Cloud Engineer exam.

Cloud Engineering with Google Cloud
Google Cloud via Coursera
Gain hands-on skills in Google Cloud infrastructure, from core services to scaling and automation. Prepare for the Associate Cloud Engineer certification with practical labs and expert guidance.

Preparing for Your Associate Cloud Engineer Journey
Google via Google Cloud Skills Boost
This course helps you structure your preparation for the Associate Cloud Engineer exam. You will learn about the Google Cloud domains covered by the exam and how to create a study plan to improve your domain knowledge.

Google Cloud Associate Cloud Engineer Course – Pass the Exam!
via freeCodeCamp
Comprehensive preparation for Google Cloud Associate Cloud Engineer exam, covering key concepts, services, and hands-on practice to deploy, monitor, and manage cloud solutions effectively.

See more Associate Cloud Engineer Certification courses.

Associate Google Workspace Administrator Certification (New)

The Associate Google Workspace Administrator exam assesses skills in administration, security, compliance, endpoint management, and troubleshooting within Google Workspace. The registration fee is $125 (plus tax where applicable)

Google Workspace Administrator Learning Path via cloudskillsboost.google

Google Chat
Google Cloud via Coursera
Explore Google Chat’s messaging, spaces, and apps for effective team collaboration and communication within Google Workspace, enhancing productivity and integration.

Check Point: Next-Gen Data Center Security CloudGuard for Google Cloud
Google Cloud via Coursera
This is a self-paced lab that takes place in the Google Cloud console. In this lab you will learn how to deploy a basic day-to-day scenario with CloudGuard in place

Google Cloud Certified Cloud Digital Leader
via A Cloud Guru
Level up your cloud knowledge in general, and your Google Cloud knowledge in particular.

Managing Terraform State
Google Cloud via Coursera
This is a self-paced lab that takes place in the Google Cloud console.
In this hands-on lab you will import existing infrastructure, write Terraform configuration that matches that infrastructure, and manipulate state storage with Terraform.

Setting Up Cost Control with Quota
Google Cloud via Coursera
In this lab you will query a large dataset, update the BigQuery API quota, and then optimize your query to run within quota.

Visualizing Billing Data with Google Data Studio
Google Cloud via Coursera
This is a self-paced lab that takes place in the Google Cloud console. In this lab, you will harness the power of Data Studio, where you will learn how to build billing graphs and charts so you can slice and dice your GCP bill the way you want.

Understanding and Analyzing Your Costs with Google Cloud Billing Reports
Google Cloud via Coursera
Explore Google Cloud Billing reports to understand, analyze, and forecast GCP costs. Learn to identify cost drivers and trends using built-in reporting tools in the Cloud Console.

Ingesting New Datasets into BigQuery
Google via Google Cloud Skills Boost
This lab focuses on how to ingest new datasets into tables inside of BigQuery.

User Authentication: Identity-Aware Proxy
Google via Google Cloud Skills Boost
Learn how to restrict access selected authenticated users with Identity-Aware Proxy without special programming. Discover how to retrieve user identity information from IAP.

Administering an AlloyDB Database
Google via Google Cloud Skills Boost
In this lab you perform administrative tasks that are essential to the optimal use of an AlloyDB for PostgreSQL database.

BigQuery Soccer Data Analytical Insight
Google via Google Cloud Skills Boost
Learn how to create deeper analytical insights from soccer event data using BigQuery.

Ingesting New Datasets into BigQuery
Google via Google Cloud Skills Boost
This lab focuses on how to ingest new datasets into tables inside of BigQuery.

Modernizing Data Lakes and Data Warehouses with Google Cloud
via Pluralsight
Explore data lakes and warehouses on Google Cloud, learn data engineering roles, and understand the benefits of cloud-based data pipelines for business operations.

Configure Managed Guest Sessions and Deploy Digital Signage App on ChromeOS
Google Cloud via Coursera
Create OUs, configure managed guest sessions, set up kiosk apps, and install virtual desktop solutions on ChromeOS for enhanced digital signage and workspace management.

Configure Managed Guest Sessions for Public Access or Shared ChromeOS Devices
Google Cloud via Coursera
Configure ChromeOS Managed Guest Sessions settings for public access or shared devices, enhancing security and user experience in shared environments.

See more Google Workspace Administrator Certification courses.

Associate Data Practitioner Certification (New)

The Associate Data Practitioner exam assesses your ability to prepare, analyse, and manage data and orchestrate data pipelines. 6 months or more experience working with Google Cloud is recommended before taking this exam. The registration fee is $125 (plus tax where applicable).

Associate Data Practitioner Learning Path via cloudskillsboost.google

GCP – Google Cloud Associate Data Practitioner Certification via Udemy

See more Associate Data Practitioner Certification courses.

Professional Cloud Architect Certification

The Professional Cloud Architect exam assesses the ability to design and plan a cloud solution architecture, manage and provision the cloud solution infrastructure, and design for security and compliance. The registration fee is $200 (plus tax where applicable).

Cloud Architect learning path via cloud.google.com

Preparing for your Professional Cloud Architect Journey
Google Cloud via Coursera
Comprehensive guide to prepare for the Professional Cloud Architect certification, covering key domains, exam readiness assessment, and personalized study planning.

Reliable Google Cloud Infrastructure: Design and Process
Google Cloud via Coursera
Design highly reliable, secure, and cost-effective Google Cloud solutions using proven patterns. Learn to balance requirements, define services, implement microservices, automate DevOps, and choose optimal storage and network architectures.

Preparing for your Professional Cloud Architect Journey
Google Cloud via edX
For cloud professionals who intend to take the Professional Cloud Architect certification exam.

Preparing for Google Cloud Certification: Cloud Architect
Google Cloud via Coursera
Comprehensive program for Google Cloud Professional Cloud Architect certification, covering infrastructure, services, and design principles through hands-on projects and exam preparation.

Preparing for your Professional Cloud Architect Journey
Google via Google Cloud Skills Boost
This course helps learners create a study plan for the PCA (Professional Cloud Architect) certification exam. Learners explore the breadth and scope of the domains covered in the exam. Learners assess their exam readiness and create their individual study plan.

Preparing Cloud Professional Cloud Architect Exam italiano
Google Cloud via Coursera
The purpose of this course is to help those who are qualified develop confidence to attempt the exam, and to help those not yet qualified to develop their own plan for preparation.

Ultimate Google Certified Professional Cloud Architect 2023
via Udemy
407,000 Subscriptions-In depth coverage of all Services-300+ Practice questions Including 3 case Studies Analysis Design

GCP Professional Cloud Architect: Google Cloud Certification
via Udemy
Become a GCP Cloud Architect. Architect Google Cloud Platform (GCP) Solutions. Includes 4 New Case Studies.

Google Certified Professional Cloud Architect
via A Cloud Guru
Gain the skills and knowledge to perform as a real-world, professional Cloud Architect.

Intro to GCP for AWS Admins
via A Cloud Guru
This course dives into a few of the core and advanced GCP Services and compares them to AWS Services.

See more Professional Cloud Architect Certification courses.

Professional Cloud Database Engineer Certification

The Professional Cloud Database Engineer exam assesses the ability to design scalable and highly available cloud database solutions, work with multiple databases, migrate data solutions, and deploy scalable and highly available databases. The registration fee is $200 (plus tax where applicable).

Cloud Database Engineer learning path via cloudskillsboost.google

Understanding Cloud Spanner
Google Cloud via Coursera
Learn to create, manage, and optimize Cloud Spanner databases. Explore schema design, API interactions, application integration, and administration tools for scalable relational database solutions on Google Cloud.

Enterprise Database Migration
Google Cloud via Coursera
Learn to architect, plan, execute, and test enterprise database migrations to Google Cloud, covering SQL Server and Oracle migrations with hands-on labs and best practices.

ETL Processing on Google Cloud Using Dataflow and BigQuery
Google Cloud via Coursera
This is a self-paced lab that takes place in the Google Cloud console.

In this lab you will build several Data Pipelines that will ingest data from a publicly available dataset into BigQuery.

Google Cloud Database Engineer
Google Cloud via Coursera
Comprehensive training on Google Cloud databases, covering design, management, migration, and troubleshooting. Hands-on labs provide practical experience with various database technologies and best practices.

Google Cloud Database Engineer
Google Cloud via Coursera
Comprehensive training for designing, managing, and troubleshooting databases on Google Cloud, covering MySQL, PostgreSQL, and Cloud Spanner with hands-on labs and real-world scenarios.

Applying Machine Learning to your Data with Google Cloud
Google via Google Cloud Skills Boost
Learn to apply machine learning to business data using Google Cloud. Explore pre-trained ML APIs, create datasets, and build models with BigQuery ML. Gain practical skills through interactive labs and demos.

Modernizing Data Lakes and Data Warehouses with GCP
via Pluralsight
The two key components of any data pipeline are data lakes and warehouses. This course highlights use-cases for each type of storage and dives into the available data lake and warehouse solutions on Google Cloud Platform in technical detail.

Building Machine Learning Models in SQL Using BigQuery ML
via Pluralsight
BigQuery ML on the Google Cloud Platform democratizes machine learning by allowing data analysts and engineers to build and use machine learning models directly from SQL without using any higher level programming language.

Creating and Administering Google Cloud Spanner Instances
via Pluralsight
This course covers practical aspects of working with Cloud Spanner, Google’s proprietary relational database management system (RDBMS) service. It is the only globally distributed, strongly consistent RDBMS with horizontal scaling.

Configure Replication and Enable Point-in-Time-Recovery for Cloud SQL for PostgreSQL
Google Cloud via Coursera
This is a self-paced lab that takes place in the Google Cloud console. In this lab you will configure and test point-in-time recovery for a Cloud SQL for PostgreSQL instance.

See more Professional Cloud Database Engineer Certification courses.

Professional Cloud Developer Certification

The Professional Cloud Developer exam assesses the ability to design cloud-native applications, build and test applications, deploy applications, integrate Google Cloud services, and monitor application performance. The registration fee is $200 (plus tax where applicable).

Cloud Developer learning path via cloud.google.com

Developing Containerized Applications on Google Cloud
Google Cloud via Coursera
Learn to build, package, and deploy containerized applications on Google Cloud using Docker, Buildpacks, Cloud Run, and Kubernetes Engine. Covers best practices for creating and securing containers.

Developing Applications with Cloud Functions on Google Cloud
Google Cloud via Coursera
In this course, you learn about Cloud Functions,
Google’s serverless, fully-managed functions as a service (FaaS) product that lets you implement single-purpose function code that reponds to HTTP requests and events from your cloud infrastructure.

Developing Applications with Cloud Run on Google Cloud: Fundamentals
Google Cloud via Coursera
Learn to build and deploy serverless applications on Cloud Run, covering fundamentals, resource management, security, local development, and integration with other Google Cloud services.

Getting Started With Application Development
Google via Google Cloud Skills Boost
Learn to design and develop cloud-native applications using Google Cloud services. Covers best practices, storage options, and hands-on labs in Node.js, Python, or Java for seamless integration of managed services.

Developing Applications with Google Cloud
Google Cloud via Coursera
Learn to design, develop, and deploy cloud-native applications using Google Cloud services, including managed services and pre-trained ML APIs. Gain hands-on experience in your preferred language.

Preparing for Google Cloud Certification: Cloud Developer
Google Cloud via Coursera
Gain hands-on experience with Google Cloud technologies essential for cloud-native application development, preparing you for the Cloud Developer certification.

Developing a REST API with Go and Cloud Run
Google Cloud via Coursera
This is a self-paced lab that takes place in the Google Cloud console. Demonstrate how to build a REST API with Go and Cloud Run

Ultimate Google Certified Professional Cloud Developer 2023
via Udemy
Detail Cloud Developer Certification Courses, Practice questions with additional 100+ Questions

Google Certified Professional Cloud Developer
via A Cloud Guru
This Google Certified Professional Cloud Developer preparation course teaches you the hands-on skills and knowledge you need to pass the Professional Cloud Developer exam. Start a Free Trial!

Using Ruby on Rails with Cloud SQL for PostgreSQL on Cloud Run
Google Cloud via Coursera
This is a self-paced lab that takes place in the Google Cloud console. In this lab, you’ll learn how to deploy a new Ruby on Rails application using Google Cloud SQL for PostgreSQL on Cloud Run.

See more Professional Cloud Developer Certification courses.

Professional Data Engineer Certification

The Professional Data Engineer exam assesses ability to design data processing systems, build and operationalize data processing systems, operationalize machine learning models, and ensure solution quality. The registration fee is $200 (plus tax where applicable).

Data Engineer learning path via cloud.google.com

Preparing for your Professional Data Engineer Journey
Google Cloud via Coursera
Comprehensive preparation guide for Google Cloud’s Professional Data Engineer certification, covering exam domains, self-assessment, and personalized study planning.

Modernizing Data Lakes and Data Warehouses with Google Cloud
Google Cloud via edX
This course is intended for developers who are responsible for: Querying datasets, visualizing query results, and creating reports. Specific job roles include: Data Engineer, Data Analyst, Database Administrators, Big Data Architects.

Preparing for the Google Cloud Professional Data Engineer Exam
Google Cloud via edX
This course is intended for the following participants: 1.Cloud professionals interested in taking the Data Engineer certification exam. 2.Data engineering professionals interested in taking the Data Engineer certification exam.

Modernizing Data Lakes and Data Warehouses with Google Cloud
Google Cloud via Coursera
Explore data lakes and warehouses on Google Cloud, focusing on Cloud Storage and BigQuery. Learn data engineering benefits, use-cases, and best practices for modern data pipelines.

Modernizing Data Lakes and Data Warehouses with GCP em Português Brasileiro
Google Cloud via Coursera
Aprenda a modernizar data lakes e warehouses no Google Cloud, explorando soluções como Cloud Storage e BigQuery, e entenda o papel crucial do engenheiro de dados em ambientes de nuvem.

Preparing for Google Cloud Certification: Cloud Data Engineer
Google Cloud via Coursera
Comprehensive program for Google Cloud Professional Data Engineer certification, covering big data, machine learning, data pipelines, and analytics through hands-on labs and real-world projects.

Preparing for the Google Cloud Professional Data Engineer Exam
Google via Google Cloud Skills Boost
The purpose of this course is to help those who are qualified develop confidence to attempt the exam, and to help those not yet qualified to develop their own plan for preparation.

Google Cloud Certified Professional Data Engineer (LA)
via A Cloud Guru
Learn how to master data and machine learning services on the Google Cloud Platform to become a certified Professional Data Engineer.

Google Certified Professional Data Engineer
via A Cloud Guru
Learn how to master data and machine learning services on the Google Cloud Platform to become a certified Professional Data Engineer. Start a Free Trial.

See more Professional Data Engineer Certification courses.

Professional Cloud DevOps Engineer Certification

The Professional Cloud DevOps Engineer exam assesses ability to optimize service performance, implement service monitoring strategies, build and implement CI/CD pipelines for a service, and manage service incidents. The registration fee is $200 (plus tax where applicable).

Cloud DevOps Engineer learning path via cloud.google.com

Managing Security in Google Cloud
Google Cloud via Coursera
Explore and deploy secure Google Cloud components, including Cloud Identity, IAM, VPC firewalls, load balancing, and interconnect options through lectures, demos, and hands-on labs.

Google Cloud DevOps Fundamentals
Board Infinity via Coursera
Learn DevOps principles and practices on Google Cloud Platform. Set up development environments, manage CI/CD pipelines, and deploy applications using GKE, Cloud Run, and Cloud Functions. Includes monitoring and best practices.

Google Cloud DevOps Fundamentals
Whizlabs via Coursera
Learn essential DevOps skills for Google Cloud, covering CI/CD, networking, monitoring, containerization, security, and compliance. Gain hands-on experience through lab demonstrations and assessments.

Elastic Google Cloud Infrastructure: Scaling and Automation
Google Cloud via edX
Cloud Solutions Architects, DevOps Engineers. Individuals using Google Cloud to create new solutions or to integrate existing systems, application environments, and infrastructure, with a focus on Compute Engine.

Google Cloud Native Fundamentals
Board Infinity via Coursera
Explore cloud-native architecture, Docker containerization, Kubernetes orchestration, and service mesh with Istio. Gain practical skills for building and managing applications on Google Cloud Platform.

Google Cloud Essentials
Google via Google Cloud Skills Boost
Hands-on introduction to Google Cloud’s core services, including virtual machines, Kubernetes, and load balancing. Gain practical experience for your first cloud project.

DevOps Engineer, SRE
Google Cloud via Coursera
Comprehensive training for DevOps and SRE roles, covering Google Cloud technologies, infrastructure management, and software delivery best practices through hands-on experience.

Google Professional Cloud DevOps Engineer Certification Course (GCP DevOps Engineer Track Part 5)
via A Cloud Guru
Google Professional Cloud DevOps Engineer Exam Prep

Google Cloud CI/CD Pipelines (GCP DevOps Engineer Track Part 3)
via A Cloud Guru
Dive deep into GCP CI/CD pipelines on your way to becoming a GCP DevOps Engineer in a hands-on learning environment. Start a Free Trial.

Deploy Go Apps on Google Cloud Serverless Platforms
Google via Google Cloud Skills Boost
Use GO (golang) to deploy an app on App Engine, Cloud Run, and Cloud Functions using Cloud Build

See more Professional Cloud DevOps Engineer Certification courses.

Professional Cloud Security Engineer Certification

The Professional Cloud Security Engineer exam assesses ability to configure access within a cloud solution environment, configure network security, ensure data protection, and manage operations within a cloud solution environment. The registration fee is $200 (plus tax where applicable).

Security Engineer learning path via cloud.google.com

Security Command Center Fundamentals
Google Cloud via Coursera
Explore Security Command Center’s core features on Google Cloud, covering assets, detection, and compliance. Gain essential skills for enhancing your cloud security posture.

Security Best Practices in Google Cloud
Google Cloud via Coursera
Explore security controls and techniques on Google Cloud, including access management, encryption, API controls, and Kubernetes security. Hands-on labs reinforce key concepts for building secure cloud solutions.

Preparing for Your Professional Cloud Security Engineer Journey
Google Cloud via Coursera
Comprehensive preparation for the Professional Cloud Security Engineer exam, covering access configuration, perimeter security, data protection, operations management, and compliance requirements.

Security in Google Cloud
Google Cloud via Coursera
Explore and deploy secure Google Cloud solutions, covering identity management, resource control, networking, storage, monitoring, encryption, and threat mitigation techniques.

Preparing for Google Cloud Certification: Cloud Security Engineer
Google Cloud via Coursera
Comprehensive program for aspiring cloud security engineers, covering Google Cloud fundamentals, networking, security management, and best practices. Prepares for Professional Cloud Security Engineer certification.

Security in Google Cloud Platform
Google Cloud via Coursera
Comprehensive exploration of GCP security components and techniques, covering identity management, access control, encryption, threat mitigation, and hands-on implementation of secure cloud infrastructure.

Preparing for Your Professional Cloud Security Engineer Journey
Google via Google Cloud Skills Boost
Comprehensive preparation for the Professional Cloud Security Engineer certification, covering key exam topics through lectures, diagnostics, and personalized study guidance.

Google Cloud Computing Foundations: Networking & Security in Google Cloud
Google via Google Cloud Skills Boost
Explore cloud networking, security, and management in Google Cloud, covering VPCs, load balancing, hybrid setups, and monitoring tools for efficient infrastructure deployment.

See more Professional Cloud Security Engineer Certification courses.

Professional Cloud Network Engineer Certification

The Professional Cloud Network Engineer exam assesses ability to design, plan, and prototype a GCP Network, implement a GCP Virtual Private Cloud (VPC), configure network services, implement hybrid interconnectivity, and implement network security. The registration fee is $200 (plus tax where applicable).

Network Engineer learning path via cloud.google.com

Networking in Google Cloud: Fundamentals
Google Cloud via Coursera
Comprehensive overview of Google Cloud networking, covering VPCs, access control, network sharing, and load balancing. Ideal for those seeking to master cloud infrastructure.

Networking in Google Cloud: Routing and Addressing
Google Cloud via Coursera
Explore hybrid connectivity, private connections, and network management in Google Cloud. Optimize performance, costs, and troubleshooting with hands-on labs and demonstrations.

Preparing for Your Professional Cloud Network Engineer Journey
Google Cloud via Coursera
This course helps you structure your preparation for the Professional Cloud Engineer exam. You will learn about the Google Cloud domains covered by the exam and how to create a study plan to improve your domain knowledge.

Hands-On Labs in Google Cloud for Networking Engineers
Google Cloud via Coursera
Hands-on experience configuring Google VPC networks, analyzing traffic, improving performance, and building high-throughput VPNs. Practical scenarios for network engineers to enhance cloud infrastructure skills.

Preparing for Google Cloud Certification: Cloud Network Engineer
Google Cloud via Coursera
Comprehensive program for network engineers to master Google Cloud networking, including VPCs, hybrid connectivity, and network services. Prepares for Professional Network Engineer certification.

Networking in Google Cloud
Google Cloud via Coursera
Comprehensive exploration of Google Cloud networking, covering VPC, subnets, firewalls, load balancing, DNS, CDN, and automated deployment. Ideal for network professionals seeking cloud expertise.

Preparing for Your Professional Cloud Network Engineer Journey
Google via Google Cloud Skills Boost
This course helps you structure your preparation for the Professional Cloud Engineer exam. You will learn about the Google Cloud domains covered by the exam and how to create a study plan to improve your domain knowledge.

Networking in Google Cloud: Defining and Implementing Networks en Français
Google Cloud via Coursera
Découvrez les options de mise en réseau Google Cloud : VPC, contrôle d’accès, partage de réseaux et équilibrage de charge. Déployez ces technologies via des présentations et ateliers pratiques.

VPC Network Peering
Google Cloud via Coursera
Connect VPC networks privately across projects and organizations for secure, efficient communication in Google Cloud Platform.

Networking in Google Cloud: Hybrid Connectivity and Network Management
Google via Google Cloud Skills Boost
Explore advanced Google Cloud networking, including hybrid connectivity, private access, and network management. Optimize performance, costs, and troubleshooting with hands-on labs and real-world scenarios.

See more Professional Cloud Network Engineer Certification courses.

Professional Machine Learning Engineer Certification

The Professional Machine Learning Engineer exam assesses your ability to frame ML problems, architect ML solutions, design data preparation and processing systems, develop ML models, automate & orchestrate ML pipelines. The registration fee is $200 (plus tax where applicable).

Data Scientist / Machine Learning Engineer learning path via cloud.google.com

Managing Machine Learning Projects with Google Cloud
Google Cloud via Coursera
Learn to lead machine learning projects, from identifying business value to responsible implementation, without technical jargon. Gain practical skills to propose and manage ML initiatives confidently.

Introduction to Vertex Forecasting and Time Series in Practice
Google Cloud via Coursera
Learn to build forecasting solutions using Google Cloud, covering sequence models, time series analysis, and end-to-end workflows with Vertex AI. Gain practical skills through retail use cases and hands-on model development.

ML Pipelines on Google Cloud
Google Cloud via Coursera
Learn to build, automate, and manage ML pipelines using TensorFlow Extended, Cloud Composer, and MLflow for efficient and scalable machine learning workflows on Google Cloud.

Working with Notebooks in Vertex AI
Google Cloud via Coursera
Explore Vertex AI Notebooks: a unified Jupyter-based platform for machine learning workflows. Learn about notebook types, features, creation, and management in Google Cloud’s ML environment.

การพยาบาลพื้นฐาน | Fundamental of Nursing
via ThaiMOOC
แนวปฏิบัติและหลักการพยาบาลพื้นฐาน ครอบคลุมการตอบสนองความต้องการผู้ป่วย การป้องกันการติดเชื้อ การบริหารยา การพยาบาลผู้ป่วยผ่าตัด และการดูแลระยะสุดท้าย พร้อมฝึกปฏิบัติ

MLOps2 (GCP): Data Pipeline Automation & Optimization using Google Cloud Platform
statistics.com via edX
Automate and optimize data pipelines on GCP, covering drift monitoring, model stability, CI/CD, and responsible AI practices for successful ML project deployment.

MLOps1 (GCP): Deploying AI & ML Models in Production using Google Cloud Platform
statistics.com via edX
Deploy AI & ML models in production using GCP. Learn data pipelines, versioning, model storage, and monitoring. Gain hands-on experience with key MLOps concepts for effective deployment and maintenance of machine learning models.

Autoscaling TensorFlow Model Deployments with TF Serving and Kubernetes
Google Cloud via Coursera
Learn to deploy and autoscale TensorFlow models using TF Serving and Kubernetes on Google Cloud, enhancing your ML infrastructure skills for efficient model serving.

Machine Learning on Google Cloud
Google Cloud via Coursera
Comprehensive exploration of machine learning on Google Cloud, covering AutoML, BigQuery ML, custom training, feature engineering, and best practices for scalable ML implementation.

Advanced Machine Learning on Google Cloud
Google Cloud via Coursera
Gain expertise in advanced ML topics using Google Cloud, covering optimization, deployment, and scaling of production models for structured data, images, time-series, and NLP, culminating in recommendation systems.

Develop No-Code Chat Apps with AppSheet
Google via Google Cloud Skills Boost
In this lab, you’ll use AppSheet to create a no-code app for Google Chat.

Preparing for Google Cloud Certification: Machine Learning Engineer
Google Cloud via Coursera
Comprehensive program for aspiring ML engineers, covering Google Cloud’s big data and ML services, TensorFlow, feature engineering, and MLOps. Includes hands-on labs and certification preparation.

Google Cloud Computing Foundations: Data, ML, and AI in Google Cloud
Google via Google Cloud Skills Boost
Explore big data, machine learning, and AI on Google Cloud. Learn to leverage managed services, build ML models, and use pre-built APIs for data analysis and intelligent applications.

See more Professional Machine Learning Engineer Certification courses.

Professional Security Operations Engineer (New)

The Security Operations Engineer certification exam will launch in September 2025. It will assess your ability to conduct platform operations, data management, threat hunting, detection engineering, incident response, and observability. The registration fee is $200 (plus tax where applicable).

Security Operations Engineer Learning Path via cloud.google.com

See more Professional Security Operations Engineer courses.

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