Google Cloud Platform (GCP) Courses and Certifications

Classify Images of Clouds in the Cloud with AutoML Vision

13 ratings at Coursera

Train a custom image recognition model to identify cloud types using AutoML Vision, no ML expertise required. Hands-on lab in Google Cloud console.

• Coursera
• 2 hours
• On-Demand
• Paid Course

Data Studio: Qwik Start

10 ratings at Coursera

This is a self-paced lab that takes place in the Google Cloud console. Data Studio lets you create dynamic, visually compelling reports and dashboards. Watch the short video Data Studio: Qwik Start - Qwiklabs Preview.

• Coursera
• 30 minutes
• On-Demand
• Paid Course

Build and Execute MySQL, PostgreSQL, and SQLServer to Data Catalog Connectors

12 ratings at Coursera

This is a self-paced lab that takes place in the Google Cloud console. In this lab you will explore existing datasets with Data Catalog and mine the table and column metadata for insights.

• Coursera
• 1 hour 15 minutes
• On-Demand
• Paid Course

Microcredential

Machine Learning on Google Cloud

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

• Coursera
• 17 weeks, 6 hours a week
• On-Demand
• Paid Course
• 5 courses

Microcredential

Developing Applications with Google Cloud

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.

• Coursera
• 26 weeks, 2 hours a week
• On-Demand
• Paid Course
• 4 courses

Google Cloud Computing Foundations: Data, ML, and AI in Google Cloud

8 ratings at edX

This final course in the Google Cloud Computing Foundations Professional Certificate reviews managed big data services, machine learning and its value, and how to demonstrate your skill set in Google Cloud.

• edX
• 1 week, 4-5 hours a week
• On-Demand
• Free Online Course (Audit)

Google Cloud Computing Foundations: Networking and Security in Google Cloud

7 ratings at edX

This third course in the Google Cloud Computing Foundations Professional Certificate covers how to build secure networks, and cloud automation and management tools.

• edX
• 1 week, 4-5 hours a week
• On-Demand
• Free Online Course (Audit)

Microcredential

Advanced Machine Learning on Google Cloud

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.

• Coursera
• 17 weeks, 5 hours a week
• On-Demand
• Paid Course
• 5 courses

Microcredential

Networking in Google Cloud

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

• Coursera
• 26 weeks, 1 hour a week
• On-Demand
• Paid Course
• 3 courses

Microcredential

Preparing for Google Cloud Certification: Machine Learning Engineer

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.

• Coursera
• 30 weeks, 5 hours a week
• On-Demand
• Paid Course
• 9 courses

Microcredential

Security in Google Cloud

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

• Coursera
• 26 weeks, 1 hour a week
• On-Demand
• Paid Course
• 4 courses

Microcredential

Preparing for Google Cloud Certification: Cloud Security Engineer

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

• Coursera
• 48 weeks, 1 hour a week
• On-Demand
• Paid Course
• 7 courses

Microcredential

Preparing for Google Cloud Certification: Cloud Network Engr

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

• Coursera
• 26 weeks, 1 hour a week
• On-Demand
• Paid Course
• 4 courses

Microcredential

Preparing for Google Cloud Certification: Cloud Architect

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

• Coursera
• 22 weeks, 3 hours a week
• On-Demand
• Paid Course
• 7 courses

Microcredential

Digital Transformation Using AI/ML with Google Cloud

Explore how AI and ML in cloud computing revolutionize business models, focusing on data-driven transformation and modernization strategies. No technical background required.

• Coursera
• 9 weeks, 4 hours a week
• On-Demand
• Paid Course
• 3 courses