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Course Report

75+ Google Cloud Certifications Training Courses and Hands-on Labs

If you are looking to validate your Google Cloud Platform skills, here is a list of courses to help you prepare for certification exams.

Recently, I have put together a list of 600+ Google Free Certificates and Badges. For this article, I focused my research on Google Cloud Certifications and Training courses.

The Google Cloud Platform (GCP) is a suite of cloud computing services offered by Google. It provides over 100 products and services in Compute, Storage and Databases, Networking, Big Data, Cloud AI, and many more. Google Cloud now offers 11 certification exams for IT professionals to validate their GCP skills.

Students can register online for 11 certification exams ranging in price from $125 – $200. They can choose to take the exams either online or on-sit. All certification exams take 2 hours and are in the format of multiple-choice and multiple-select questions. 

A range of learning resources, including courses and hands-on labs are available on Coursera, Cloud Academy, A Cloud Guru, and Qwiklabs to help you prepare for the certification exams. So I have compiled a list of 75+ Google Cloud Certifications Training Courses and hands-on labs. I hope some of you will find it helpful.

If Google Cloud courses don’t interest you, Class Central’s got you covered. Either browse our extensive catalog of 40,000 online courses or have a look at our thematic collections.

Index

Click on a category to jump to the corresponding section and resources.

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 $125 (plus tax where applicable) for either online-proctored format or onsite-proctored format. Registration for the beta version of the Cloud Digital Leader exam is now closed. General registration of this exam will open in June 2021.

Google Cloud Digital Leader Certification Online Courses

Google Cloud Digital Leader Training Professional Certificate
Google Cloud via Coursera
The Cloud Digital Leader training consists of a course series designed to give you foundational knowledge about cloud technology and data. This training also offers an overview of Google Cloud products and services that enable organizations’ digital transformation.

Introduction to Digital Transformation with Google Cloud
Google Cloud via Coursera
This course defines foundational terms such as cloud, data, and digital transformation. It also explores examples of companies around the world that are using cloud technology to revolutionize their businesses.

Innovating with Data and Google Cloud
Google Cloud via Coursera
In this course, you’ll learn what data is, historical ways companies have used it to make decisions, and why it is so critical for machine learning.

Infrastructure and Application Modernization with Google Cloud
Google Cloud via Coursera
This course explores the challenges of an outdated IT infrastructure and how businesses can modernize it using cloud technology.

Associate Cloud Engineer Certification

The Associate Cloud Engineer exam assesses Google Cloud knowledge in setting up a cloud solution environment, configuring a cloud solution and deploying and implementing a cloud solution with multiple choice and multiple select questions. The registration fee is $125 (plus tax where applicable) for either online-proctored format or onsite-proctored format. 

Associate Cloud Engineer Certification Online Courses

Preparing for Google Cloud Certification: Cloud Engineer
Google Cloud via Coursera
This program provides the skills you need to advance your career in cloud architecture and provides a pathway to earn the industry-recognized Google Cloud Associate Cloud Engineer certification.

Google Cloud Platform Fundamentals: Core Infrastructure
Google Cloud via Coursera
This course introduces you to important concepts and terminology for working with Google Cloud Platform (GCP). You learn about, and compare, many of the computing and storage services available in Google Cloud Platform, including Google App Engine, Google Compute Engine, Google Kubernetes Engine, Google Cloud Storage, Google Cloud SQL, and BigQuery. 

Essential Google Cloud Infrastructure: Foundation
Google Cloud via Coursera
This 1-week, accelerated on-demand course introduces participants to the comprehensive and flexible infrastructure and platform services provided by Google Cloud Platform. Through a combination of video lectures, demos, and hands-on labs, participants explore and deploy solution elements, including infrastructure components such as networks, virtual machines and applications services. 

Essential Google Cloud Infrastructure: Core Services
Google Cloud via Coursera
This accelerated on-demand course introduces participants to the comprehensive and flexible infrastructure and platform services provided by Google Cloud Platform. Through a combination of video lectures, demos, and hands-on labs, participants explore and deploy solution elements, including infrastructure components such as networks, systems and applications services. 

Elastic Google Cloud Infrastructure: Scaling and Automation
Google Cloud via Coursera
This accelerated on-demand course introduces participants to the comprehensive and flexible infrastructure and platform services provided by Google Cloud Platform. Through a combination of video lectures, demos, and hands-on labs, participants explore and deploy solution elements, including infrastructure components such as networks, systems and applications services. 

Architecting with Google Kubernetes Engine: Foundations
Google Cloud via Coursera
In this course, “Architecting with Google Kubernetes Engine: Foundations,” you get a review of the layout and principles of Google Cloud, followed by an introduction to creating and managing software containers and an introduction to the architecture of Kubernetes.

Preparing for the Google Cloud Associate Cloud Engineer Exam
Google Cloud via Coursera
This one-week on-demand course helps prospective candidates structure their preparation for the Associate Cloud Engineer exam. The session will cover the structure and format of the examination, as well as its relationship to other Google Cloud certifications. 

Google Associate Cloud Engineer Exam Preparation
Cloud Academy
This learning path is designed to help you and your team prepare for the Google Associate Cloud Engineer exam. Even if you aren’t planning to take the exam, the courses in this learning path will provide you with a solid understanding of how to set up a cloud solution environment, how to plan, configure, and deploy a cloud solution, and how to ensure successful operation of a cloud solution built with GCP resources and services.

Google Certified Associate Cloud Engineer 2020
A Cloud Guru
This course will prepare you to: Set-up and configure Google Cloud accounts using best practices. Use GCP services like Cloud Storage, Compute Engine, and Kubernetes Engine in your everyday work. Pass the GCP Associate Cloud Engineer (ACE) certification exam.

Cloud Engineer Learning Path Hands-on Labs
Qwiklabs
Cloud Engineer deploys applications, monitors operations, and manages enterprise solutions.

Professional Cloud Architect Certification

The Professional Cloud Architect exam assesses ability to design and plan a cloud solution architecture, manage and provision the cloud solution infrastructure and design for security and compliance in multiple choice and multiple select solutions. The register fee is $200 (plus tax where applicable) for either online-proctored format or onsite-proctored format. 

Professional Cloud Architect Online Courses

Preparing for Google Cloud Certification: Cloud Architect
Google Cloud via Coursera
This program provides the skills you need to advance your career in cloud architecture and provides a pathway to earn the industry-recognized Google Cloud Professional Cloud Architect certification. 

Google Cloud Platform Fundamentals: Core Infrastructure
Google Cloud via Coursera
This course introduces you to important concepts and terminology for working with Google Cloud Platform (GCP). You learn about, and compare, many of the computing and storage services available in Google Cloud Platform, including Google App Engine, Google Compute Engine, Google Kubernetes Engine, Google Cloud Storage, Google Cloud SQL, and BigQuery. 

Essential Google Cloud Infrastructure: Foundation
Google Cloud via Coursera
This 1-week, accelerated on-demand course introduces participants to the comprehensive and flexible infrastructure and platform services provided by Google Cloud Platform. Through a combination of video lectures, demos, and hands-on labs, participants explore and deploy solution elements, including infrastructure components such as networks, virtual machines and applications services. 

Essential Google Cloud Infrastructure: Core Services
Google Cloud via Coursera
This accelerated on-demand course introduces participants to the comprehensive and flexible infrastructure and platform services provided by Google Cloud Platform. Through a combination of video lectures, demos, and hands-on labs, participants explore and deploy solution elements, including infrastructure components such as networks, systems and applications services. 

Elastic Google Cloud Infrastructure: Scaling and Automation
Google Cloud via Coursera
This accelerated on-demand course introduces participants to the comprehensive and flexible infrastructure and platform services provided by Google Cloud Platform. Through a combination of video lectures, demos, and hands-on labs, participants explore and deploy solution elements, including infrastructure components such as networks, systems and applications services. 

Reliable Google Cloud Infrastructure: Design and Process
Google Cloud via Coursera
This online course equips students to build highly reliable and efficient solutions on Google Cloud Platform, using proven design patterns and principles derived from Google Site Reliability Engineering (SRE). 

Architecting with Google Kubernetes Engine: Foundations
Google Cloud via Coursera
This course is part of a specialization focused on building efficient computing infrastructures using Kubernetes and Google Kubernetes Engine (GKE). The specialization introduces participants to deploying and managing containerized applications on GKE and the other services provided by Google Cloud Platform.

Preparing for the Google Cloud Professional Cloud Architect Exam
Google Cloud via Coursera
This course uses a top-down approach to recognize knowledge and skills already known, and to surface information and skill areas for additional preparation. You can use this course to help create your own custom preparation plan.

Google Professional Cloud Architect Exam Preparation
Cloud Academy
This learning path is designed to help you prepare for the Google Certified Professional Cloud Architect Exam. Even if you don’t plan to take the Exam, this training content will help you gain a solid understanding of the various components of the Google Cloud Platform.

Google Certified Professional Cloud Architect 2020
A Cloud Guru
This course is targeted at efficiently teaching the skills required by the Professional Cloud Architect certification – namely designing, developing and managing dynamic solutions using Google Cloud technologies to drive business objectives.

Cloud Architect Learning Path Hands-on Labs
Qwiklabs
Cloud Architects design, develop, and manage robust and scalable cloud architecture solutions. In both 2019 and 2020, the Google Cloud Professional Cloud Architect certification was named the highest IT paid certification.

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 manage application performance monitoring. The register fee is $200 (plus tax where applicable) for either online-proctored format or onsite-proctored format. 

Professional Cloud Developer Online Courses

Google Professional Cloud Developer Exam Preparation
Cloud Academy
This learning path is designed to help you prepare for the Google Professional Cloud Developer exam. Candidates who pass Google’s exam will earn the Google Professional Cloud Developer certification. Even if you don’t plan to take the exam, these courses and hands-on labs will help you get started on your way to becoming a Google Cloud Platform (GCP) developer.

Google Certified Professional Cloud Developer
A Cloud Guru
This is an exam-prep course, so we’ll cover everything you need to know for the exam, but not dive too deep on each of the exam domains. If you’re looking for some more in-depth learning, check out the deep dive courses available in our Google Cloud Developer learning path instead. 

Cloud Developer Learning Path Hands-on Labs
Qwiklabs
A Cloud Developer builds scalable and highly available cloud applications using Google Cloud and tools that leverage fully managed services. Their work may involve cloud-native applications, runtime environments, developer tools, and next-generation databases.

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 register fee is $200 (plus tax where applicable) for either online-proctored format or onsite-proctored format.

Professional Data Engineer Online Courses

Preparing for Google Cloud Certification: Cloud Data Engineer
Google Cloud via Coursera
This program provides the skills you need to advance your career and provides training to support your preparation for the industry-recognized Google Cloud Professional Data Engineer certification. 

Google Cloud Platform Big Data and Machine Learning Fundamentals
Google Cloud via Coursera
This 1-week accelerated on-demand course introduces participants to the Big Data and Machine Learning capabilities of Google Cloud Platform (GCP). It provides a quick overview of the Google Cloud Platform and a deeper dive of the data processing capabilities. 

Modernizing Data Lakes and Data Warehouses with GCP
Google Cloud via Coursera
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 Batch Data Pipelines on GCP
Google Cloud via Coursera
This course describes which paradigm should be used and when for batch data. Furthermore, this course covers several technologies on Google Cloud Platform for data transformation including BigQuery, executing Spark on Cloud Dataproc, pipeline graphs in Cloud Data Fusion and serverless data processing with Cloud Dataflow. 

Building Resilient Streaming Analytics Systems on GCP
Google Cloud via Coursera
Processing streaming data is becoming increasingly popular as streaming enables businesses to get real-time metrics on business operations. This course covers how to build streaming data pipelines on Google Cloud Platform. Cloud Pub/Sub is described for handling incoming streaming data.

Smart Analytics, Machine Learning, and AI on GCP
Google Cloud via Coursera
Incorporating machine learning into data pipelines increases the ability of businesses to extract insights from their data. This course covers several ways machine learning can be included in data pipelines on Google Cloud Platform depending on the level of customization required. For little to no customization, this course covers AutoML. 

Preparing for the Google Cloud Professional Data Engineer Exam
Google Cloud via Coursera
This course uses a top-down approach to recognize knowledge and skills already known, and to surface information and skill areas for additional preparation. You can use this course to help create your own custom preparation plan. 

Google Data Engineer Exam – Professional Certification Preparation
Cloud Academy
This learning path is designed to help you prepare for the Google Certified Professional Data Engineer Exam. Even if you don’t plan to take the exam, these courses will help you gain a solid understanding of the various data processing components of the Google Cloud Platform.

Google Cloud Certified Professional Data Engineer
A Cloud Guru
This course will teach you how to: Design, build and operationalize data solutions, Process data streams in real-time, Efficiently store and access data in the cloud, Use the GCP pre-trained AI APIs (vision, speech and text), Train and operationalize ML models.

Data Engineer Learning Path Hands-on Labs
Qwiklabs
Data Engineers design solutions that ensure maximum flexibility and scalability, while meeting all required security controls.

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 register fee is $200 (plus tax where applicable) for either online-proctored format or onsite-proctored format.

Cloud DevOps Engineer Online Courses

Preparing for Google Cloud Certification: Cloud DevOps Engineer
Google Cloud via Coursera
This program provides the skills you need to advance your career as a data engineer and provides training to support your preparation for the industry-recognized Google Cloud Professional DevOps Engineer certification. 

Google Cloud Platform Fundamentals: Core Infrastructure
Google via Coursera
This course introduces you to important concepts and terminology for working with Google Cloud Platform (GCP). You learn about, and compare, many of the computing and storage services available in Google Cloud Platform, including Google App Engine, Google Compute Engine, Google Kubernetes Engine, Google Cloud Storage, Google Cloud SQL, and BigQuery. 

Developing a Google SRE Culture
Google Cloud via Coursera
This course introduces key practices of Google SRE and the important role IT and business leaders play in the success of SRE organizational adoption. Primary audience: IT leaders and business leaders who are interested in embracing SRE philosophy. 

Reliable Google Cloud Infrastructure: Design and Process
Google Cloud via Coursera
This online course equips students to build highly reliable and efficient solutions on Google Cloud Platform, using proven design patterns and principles derived from Google Site Reliability Engineering (SRE). 

Logging, Monitoring and Observability in Google Cloud
Google Cloud via Coursera
This three-day instructor-led course teaches participants techniques for monitoring, troubleshooting, and improving infrastructure and application performance in Google Cloud. 

Getting Started with Google Kubernetes Engine
Google Cloud via Coursera
This one-week, accelerated online class equips students to containerize workloads in Docker containers, deploy them to Kubernetes clusters provided by Google Kubernetes Engine, and scale those workloads to handle increased traffic. 

Google Professional Cloud DevOps Engineer Exam Preparation
Cloud Academy
This learning path is still in development and requires additional content to cover all of the points assessed in the exam. We are busy working on new content to fill the gaps. Until then, the courses and labs currently available in this Learning Path will allow you to get started in preparing for this certification.

Google Professional Cloud DevOps Engineer Certification Path Introduction (GCP DevOps Engineer Track Part 1)
A Cloud Guru
This particular course is all about starting things off. It’s all about laying the foundation for the rest of your learning journey, which will continue in the series of other courses that make up this certification path.

Google Professional Cloud DevOps Engineer Certification Course (GCP DevOps Engineer Track Part 5)
A Cloud Guru
The focus of this course is preparing you to take the Google Professional Cloud DevOps Engineer Exam and part of the overall GCP DevOps Learning Path.

Cloud DevOps Engineer Learning Path Hands-on Labs
Qwiklabs
A Cloud DevOps Engineer is responsible for maintaining the efficient operations of the full software delivery pipeline They oversee that production balances both service reliability and delivery speed.

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 register fee is $200 (plus tax where applicable) for either online-proctored format or onsite-proctored format. 

Cloud Security Engineer Online Courses

Preparing for Google Cloud Certification: Cloud Security Engineer
Google Cloud via Coursera
This program provides the skills you need to advance your career as a security engineer and provides training to support your preparation for the industry-recognized Google Cloud Professional Cloud Security Engineer certification. You’ll also have the opportunity to configure access, configure network security, and ensure data protection among other things. 

Google Cloud Platform Fundamentals: Core Infrastructure
Google via Coursera
This course introduces you to important concepts and terminology for working with Google Cloud Platform (GCP). You learn about, and compare, many of the computing and storage services available in Google Cloud Platform, including Google App Engine, Google Compute Engine, Google Kubernetes Engine, Google Cloud Storage, Google Cloud SQL, and BigQuery. 

Networking in Google Cloud: Defining and Implementing Networks
Google Cloud via Coursera
This self-paced training course gives participants broad study of networking options on Google Cloud Platform. 

Networking in Google Cloud: Hybrid Connectivity and Network Management
Google Cloud via Coursera
This self-paced training course builds on the Networking in GCP: Defining and Implementing Networks course and enhances participants’ study of networking options on Google Cloud Platform. 

Managing Security in Google Cloud Platform
Google Cloud via Coursera
This self-paced training course gives participants broad study of security controls and techniques on Google Cloud. 

Security Best Practices in Google Cloud
Google Cloud via Coursera
This self-paced training course gives participants broad study of security controls and techniques on Google Cloud Platform. Through recorded lectures, demonstrations, and hands-on labs, participants explore and deploy the components of a secure GCP solution.

Mitigating Security Vulnerabilities on Google Cloud Platform
Google Cloud via Coursera
In this self-paced training course, participants learn mitigations for attacks at many points in a Google Cloud-based infrastructure, including Distributed Denial-of-Service attacks, phishing attacks, and threats involving content classification and use.

Hands-On Labs in Google Cloud for Security Engineers
Google Cloud via Coursera
Security is an uncompromising feature of Google Cloud services, and Google Cloud has developed specific tools for ensuring safety and identity across your projects.

Google Professional Cloud Security Engineer Exam Preparation
Cloud Academy
This learning path is designed to help you prepare for the Google Professional Cloud Security Engineer exam. Candidates who pass the exam will earn the Google Professional Cloud Security Engineer certification.

Google Cloud Certified Professional Cloud Security Engineer
A Cloud Guru
This course is designed to provide you with the knowledge you need to not only pass the Professional Cloud Security Engineer certification exam but also gain the hands-on experience you need to become a qualified Google Cloud security specialist in the real world.

Security Engineer Learning Path Hands-on Labs
Qwiklabs
Learn best practices in cloud security and how the Google Cloud security model can help protect your technology stack. Security Engineers actively assess existing Google Cloud implementations, identifying potential security issues, and prioritizing solutions.

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 register fee is $200 (plus tax where applicable) for either online-proctored format or onsite-proctored format. 

Cloud Network Engineer Online Courses

Preparing for Google Cloud Certification: Cloud Network Engineer
Google Cloud via Coursera
This program provides the skills you need to advance your career as a network engineer and provides training to support your preparation for the industry-recognized Google Cloud Professional Network Engineer certification. 

Preparing for Google Cloud Certification: Cloud Data Engineer
Google Cloud via Coursera
This program provides the skills you need to advance your career and provides training to support your preparation for the industry-recognized Google Cloud Professional Data Engineer certification. 

Google Cloud Platform Fundamentals: Core Infrastructure
Google Cloud via Coursera
This course introduces you to important concepts and terminology for working with Google Cloud Platform (GCP). You learn about, and compare, many of the computing and storage services available in Google Cloud Platform, including Google App Engine, Google Compute Engine, Google Kubernetes Engine, Google Cloud Storage, Google Cloud SQL, and BigQuery. 

Developing a Google SRE Culture
Google Cloud via Coursera
This course introduces key practices of Google SRE and the important role IT and business leaders play in the success of SRE organizational adoption. Primary audience: IT leaders and business leaders who are interested in embracing SRE philosophy. 

Reliable Google Cloud Infrastructure: Design and Process
Google Cloud via Coursera
This online course equips students to build highly reliable and efficient solutions on Google Cloud Platform, using proven design patterns and principles derived from Google Site Reliability Engineering (SRE). 

Logging, Monitoring and Observability in Google Cloud
Google Cloud via Coursera
This three-day instructor-led course teaches participants techniques for monitoring, troubleshooting, and improving infrastructure and application performance in Google Cloud. 

Getting Started with Google Kubernetes Engine
Google Cloud via Coursera
This one-week, accelerated online class equips students to containerize workloads in Docker containers, deploy them to Kubernetes clusters provided by Google Kubernetes Engine, and scale those workloads to handle increased traffic. 

Google Professional Cloud Network Engineer Exam Preparation
Cloud Academy
This learning path is designed to help you prepare for the Google Professional Cloud Network Engineer exam. Candidates who pass the exam will earn the Google Professional Cloud Network Engineer certification.

Google Certified Professional Cloud Network Engineer
A Cloud Guru
This course will teach you all the topics covered in the exam blueprint including: Google Global Network, Virtual Private Cloud, Load Balancing, Hybrid Connectivity, GKE Networking, Organizations IAM roles, Monitoring and Logging on GCP, Optimizing Cost & Performance.

Network Engineer Learning Path Hands-on Labs 
Qwiklabs
Learn how to implement the right networking solution for your organization. Cloud Network Engineers configure, maintain, and troubleshoot network components and their connection to IT infrastructure.

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 pipelinesMonitor, optimize. The register fee is $200 (plus tax where applicable) for either online-proctored format or onsite-proctored format. 

Machine Learning Engineer Online Courses

Preparing for Google Cloud Certification: Machine Learning Engineer
Google Cloud via Coursera
This program provides the skills you need to advance your career and provides training to support your preparation for the industry-recognized Google Cloud Professional Machine Learning Engineer certification.

Google Cloud Platform Big Data and Machine Learning Fundamentals
Google Cloud via Coursera
This 1-week accelerated on-demand course introduces participants to the Big Data and Machine Learning capabilities of Google Cloud Platform (GCP). It provides a quick overview of the Google Cloud Platform and a deeper dive of the data processing capabilities. 

How Google does Machine Learning
Google Cloud via Coursera
We talk about why such a framing is useful for data scientists when thinking about building a pipeline of machine learning models.

Launching into Machine Learning
Google Cloud via Coursera
Starting from a history of machine learning, we discuss why neural networks today perform so well in a variety of data science problems. We then discuss how to set up a supervised learning problem and find a good solution using gradient descent. 

Introduction to TensorFlow
Google Cloud via Coursera
We introduce low-level TensorFlow and work our way through the necessary concepts and APIs so as to be able to write distributed machine learning models. Given a TensorFlow model, we explain how to scale out the training of that model and offer high-performance predictions using Cloud Machine Learning Engine. 

Feature Engineering
Google Cloud via Coursera
In this course you will get hands-on practice choosing features and preprocessing them inside of Google Cloud Platform with interactive labs. Our instructors will walk you through the code solutions which will also be made public for your reference as you work on your own future data science projects. 

Art and Science of Machine Learning
Google Cloud via Coursera
This course is delivered in 6 modules. The course covers the essential skills of ML intuition, good judgment and experimentation needed to finely tune and optimize ML models for the best performance.

Production Machine Learning Systems
Google Cloud via Coursera
In the second course of this specialization, we will dive into the components and best practices of a high-performing ML system in production environments. Prerequisites: Basic SQL, familiarity with Python and TensorFlow.

MLOps (Machine Learning Operations) Fundamentals
Google Cloud via Coursera
This course introduces participants to MLOps tools and best practices for deploying, evaluating, monitoring and operating production ML systems on Google Cloud. MLOps is a discipline focused on the deployment, testing, monitoring, and automation of ML systems in production. 

ML Pipelines on Google Cloud
Google Cloud via Coursera
In this course, you will be learning from ML Engineers and Trainers who work with the state-of-the-art development of ML pipelines here at Google Cloud. You will learn about pipeline components and pipeline orchestration with TFX. 

Google Professional Machine Learning Engineer Exam Preparation
Cloud Academy
This learning path is designed to help you prepare for the Google Certified Professional Machine Learning Engineer exam. Even if you don’t plan to take the exam, these courses will help you gain a solid understanding of how to implement machine learning on Google Cloud Platform. Candidates who pass the exam will earn the Google Professional Machine Learning Engineer certification.

Data Scientist / Machine Learning Engineer Learning Path Hands-on Labs
Qwiklabs
A Data Scientist models and analyzes key data to continually improve how businesses utilize data. Data Scientists aim to make accurate predictions about the future using in-depth data modeling and deep learning.

Professional Collaboration Engineer Certification

The Professional Collaboration Engineer exam assesses ability to plan and implement Google Workspace authorization and access, control and configure Google Workspace services, monitor organizational operations and advance Google Workspace collaboration. The register fee is $200 (plus tax where applicable) for either online-proctored format or onsite-proctored format. 

Google Cloud Certified Fellow: Hybrid Multi-cloud Certification

The Google Cloud Certified Fellow Program is for cloud architects and technical leaders who are experts in designing enterprise solutions. The certification is for individuals with enterprise Anthos experience and is currently open only to nominated participants. Participants need to receive an invitation, submit application and work samples, pass a series of hands-on labs and interview with a panel of experts. 

Hybrid and Multi-cloud Cloud Architect Learning Path Hands-on Labs
Qwiklabs
This learning path focuses on containers, Anthos, and Kubernetes. Learn the skills needed to modernize existing applications running on virtual machines while deploying cloud-native apps on containers in an increasingly hybrid and multi-cloud world.

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Rui Ma

With a background in Health Statistics and Sociology, she has built a career path in Data Analytics. She joined the team as a Data Analyst and is helping Class Central to improve its services for global MOOC learners.

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