Google Cloud Platform (GCP) Courses and Certifications

Microcredential

Preparing for Google Cloud Certification: Cloud Developer

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

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

Vertex Pipelines: Qwik Start

Create and run ML pipelines with Vertex AI, automating and reproducing workflows for seamless model development and deployment on Google Cloud.

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

Microcredential

Google Cloud Database Engineer

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.

• Coursera
• 35 weeks, 2 hours a week
• On-Demand
• Paid Course
• 17 courses

Vertex AI Tabular Data: Qwik Start

This is a self-paced lab that takes place in the Google Cloud console. In this lab, you will learn how to build a binary classification model from tabular data using Vertex AI.

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

Google Cloud Storage and Containers for AWS Professionals

Explore Google Cloud storage and container solutions, comparing them with AWS equivalents. Gain hands-on experience in building and managing resources for effective cloud architecture and engineering.

• Coursera
• 6 hours 11 minutes
• On-Demand
• Paid Course

Process Documents with Python Using the Document AI API

Learn to create processors and make API calls using Python to extract structured data from documents with Google Cloud's Document AI.

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

TFX on Google Cloud Vertex Pipelines

This is a self-paced lab that takes place in the Google Cloud console. In this lab you will develop, deploy, and run a TFX pipeline on Google Cloud Vertex Pipelines.

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

Google Cloud Big Data and Machine Learning Fundamentals

Data Analysts, Data Engineers, Data Scientists, and ML Engineers who are getting started with Google Cloud.

• edX
• 1 week, 3-5 hours a week
• On-Demand
• Free Online Course (Audit)

Securing a Cloud SQL for PostgreSQL Instance

Deploy and secure a Cloud SQL PostgreSQL instance using customer-managed encryption, pgAudit for operation tracking, and IAM database authentication.

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

Smart Analytics, Machine Learning, and AI on Google Cloud

This course covers several ways machine learning can be included in data pipelines on Google Cloud depending on the level of customization required.

• edX
• 1 week, 3-5 hours a week
• On-Demand
• Free Online Course (Audit)

Identify Horses or Humans with TensorFlow and Vertex AI

This is a self-paced lab that takes place in the Google Cloud console. In this lab, you use convolutions to recognize features in an image where the subject can be anywhere in the image!

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

Observability in Google Cloud

Welcome to the second part of the two part course, Observability in Google Cloud. This course is all about application performance management tools, including Error Reporting, Cloud Trace, and Cloud Profiler.

• Coursera
• 11 hours 10 minutes
• On-Demand
• Paid Course

Networking in Google Cloud: Network Architecture

Explore efficient network design in Google Cloud, covering core components, topologies, and best practices for scalable architectures.

• Coursera
• 1 hour 48 minutes
• On-Demand
• Paid Course

Board Infinity

Learn GCP DevOps Fundamentals

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.

• Coursera
• 8 hours 9 minutes
• On-Demand
• Paid Course

Networking in Google Cloud: Network Security

Fortify your Google Cloud network against DDoS attacks, control access to VPC networks, and implement advanced security monitoring for a robust and secure infrastructure.

• Coursera
• 5 hours 50 minutes
• On-Demand
• Paid Course