Free Online Google Cloud Platform Courses & MOOCs

Coursera

Google Cloud

Develop and Deploy Windows Applications on Google Cloud Platform (Coursera)

Security & Networking

Discover how to efficiently deploy and manage Windows-based applications on Google Cloud Platform. This comprehensive course will guide you through setting up Windows environments, managing databases like SQL Server, and developing and deploying ASP.NET applications across different GCP services such as Compute Engine, App Engine, and Container Engine. Whether you're a developer looking to expand your cloud deployment skills or an IT professional aiming to enhance your organization's application hosting capabilities on Google Cloud, this course is designed for you.

Mar 18th 2024

1 Week

Google App Engine GCP Workload Optimization

Coursera

Google Cloud

Migrating to Google Cloud (Coursera)

CS: Information & Technology

Embark on a journey to modernize your IT environment with 'Migrating to Google Cloud' - an expert-led course designed for those looking to transition from traditional systems to the robust, scalable solutions offered by Google Cloud. This course covers essential topics like setting up virtual machines, network configuration, and identity management, alongside detailed instructions on using Migrate for Compute Engine for a smooth migration process.

May 1st 2023

2 Weeks

Networks Cloud Computing Virtual Machine

Coursera

Google Cloud

End-to-End Machine Learning with TensorFlow on GCP (Coursera)

Statistics & Data Analysis Data Science

Dive into a comprehensive review of machine learning concepts and apply them through an immersive workshop. Learn how to implement end-to-end ML projects with TensorFlow on Google Cloud Platform (GCP). From data prep to model deployment, this course equips you with the skills needed to tackle real-world challenges in machine learning.

Jan 9th 2023

3 Weeks

Machine Learning GCP TensorFlow

Coursera

Google Cloud

Industrial IoT on Google Cloud Platform (Coursera)

CS: Software Engineering

Dive into the world of Industrial Internet of Things (IIoT) with our expert-led course on Google Cloud Platform. This course is designed for professionals looking to leverage cutting-edge technology to enhance industrial processes, improve efficiency, and drive innovation. Learn from industry experts as you explore the deployment, management, and optimization of IIoT solutions on GCP.

Nov 14th 2022

5-12 Weeks

Cloud Computing IoT Internet of Things

Machine Learning Operations 2 (MLOps2-GCP): Data Pipeline Automation & Optimization using Google Cloud Platform (GCP) (edX)

EdX

Statistics.comX,Statistics.com

Machine Learning Operations 2 (MLOps2-GCP): Data Pipeline Automation & Optimization using Google Cloud Platform (GCP) (edX)

Statistics & Data Analysis Data Science

Transform your approach to deploying machine learning models with our comprehensive course on MLOps2-GCP. Dive into the world of data pipeline automation and optimization using Google Cloud Platform (GCP) to ensure smooth, efficient, and successful ML project deployments. Whether you're a data scientist, engineer, or enthusiast, this course will equip you with the essential skills needed to overcome one of the primary challenges in machine learning.

Self Paced

Self-Paced

GCP Optimization Automation

Machine Learning Operations 1 (MLOps1-GCP): Deploying AI & ML Models in Production using Google Cloud Platform (GCP) (edX)

EdX

Statistics.comX,Statistics.com

Machine Learning Operations 1 (MLOps1-GCP): Deploying AI & ML Models in Production using Google Cloud Platform (GCP) (edX)

Statistics & Data Analysis Data Science

Unlock the secrets to successful data science project deployment with our Machine Learning Operations 1 (MLOps1-GCP) course. Specializing in deploying AI & ML models using Google Cloud Platform (GCP), this course equips you with the skills needed to effectively monitor and iterate on model performance, ensuring your projects succeed.

Self Paced

Self-Paced

GCP Machine Learning Pipelines Google Cloud Platform

EdX

Google Cloud

Essential Google Cloud Infrastructure: Foundation (edX)

Computer Science

Dive into Essential Google Cloud Infrastructure: Foundation, a course tailored for professionals aiming to harness the full potential of Google Cloud. Whether you're a Cloud Solutions Architect, DevOps Engineer, or an individual seeking to enhance your cloud capabilities, this course offers in-depth training on Compute Engine and more. Get ready to build robust solutions and integrate seamlessly with existing systems.

Self Paced

Self-Paced

Virtual Machine Virtual Networks Google Cloud Platform