Google Cloud AI Courses and Certifications

Recommendation Systems on Google Cloud

485 ratings at Coursera

Build a recommendation engine as an ML pipeline: content-based filtering, collaborative filtering, neural network hybrids, and reinforcement learning, with hands-on labs on Google Cloud.

• Coursera
• 7 weeks, 2 hours a week
• Self-Paced
• Paid Course

GCP - Google Cloud Professional Data Engineer Certification

6585 ratings at Udemy

Learn Google Cloud Professional Data Engineer Certification with 80+ Hands-on demo on storage, Database, ML GCP Services

• Udemy
• 1 day 8 hours 34 minutes
• Self-Paced
• Paid Course

Generative AI in a Weekend: Learn Google Gemini

5541 ratings at Udemy

Generative AI made easy. Learn Generative AI with Google Gemini. Automate Generative AI with PaLM API and Google Cloud.

• Udemy
• 4 hours 51 minutes
• Self-Paced
• Paid Course

Introduction to Vertex AI Studio

244 ratings at Coursera

Explore the prompt-to-product lifecycle in Vertex AI Studio: prototype Gemini multimodal applications, design and engineer prompts, and tune generative AI models in a hands-on lab.

• Coursera
• 2 hours 10 minutes
• Self-Paced
• Paid Course

Vertex AI | Gemini | Generative AI - GCP Machine learning

2566 ratings at Udemy

Learn How to Apply Google Cloud Vertex AI Machine Learning Products for your own ML Application Training & Prediction

• Udemy
• 13 hours 38 minutes
• Self-Paced
• Paid Course

Generative AI Guide: DALL-E, ChatGPT, and Creativity With AI

2486 ratings at Udemy

Generative AI Techniques, Applications, and Tools to Harness the Power of AI-Driven Content Creation

• Udemy
• 4 hours 25 minutes
• Self-Paced
• Paid Course

Career Certificate

Vertex AI Search for Retail

137 ratings at Coursera

Build serverless Dataflow pipelines and hands-on retail search: process data, operate pipelines, and configure Vertex AI Search for Commerce to improve product search.

• Coursera
• 4 weeks, 10 hours a week
• Self-Paced
• Paid Course
• 4 courses

Coursera

GenAI for Application Developers

32 ratings at Coursera

Use Gemini for Google Cloud (Duet AI) to generate code, correct errors, and automate deployment, integrating GenAI into everyday application development workflows.

• Coursera
• 2 hours 43 minutes
• Self-Paced
• Paid Course

Coursera

GenAI for Application Developers

32 ratings at Coursera

Use Gemini for Google Cloud (Duet AI) to generate code, correct errors, and automate deployment, integrating generative AI into everyday application development workflows.

• Coursera
• 2 hours 13 minutes
• Self-Paced
• Paid Course

Career Certificate

Responsible AI for Developers

32 ratings at Coursera

Build responsible AI systems: detect and mitigate model bias, interpret predictions, and apply differential privacy, federated learning, and generative AI safety measures.

• Coursera
• 4 weeks, 10 hours a week
• Self-Paced
• Paid Course
• 3 courses

Dialogflow CX: Bot Building Basics

31 ratings at Coursera

Build a conversational agent in Dialogflow CX, using its visual bot-building interface in the Google Cloud console to design and test an English-language virtual agent.

• Coursera
• 1 hour
• Self-Paced
• Paid Course

Career Certificate

AI Agents with Vertex AI Reasoning Engine and Agent Builder

20 ratings at Coursera

Design, build, and deploy AI agents with Google Cloud, integrating Gemini, LangChain, MCP, enterprise databases, and Vertex AI Agent Builder.

• Coursera
• 4 weeks, 10 hours a week
• Self-Paced
• Paid Course
• 6 courses

Responsible AI for Developers: Fairness & Bias

19 ratings at Coursera

Identify and mitigate fairness and bias in AI/ML: apply Google's AI Principles, data and modeling techniques, and open source tools on Google Cloud.

• Coursera
• 5 weeks, 1 hour a week
• Self-Paced
• Paid Course

AI Infrastructure: Introduction to AI Hypercomputer

18 ratings at Coursera

Learn what an AI Hypercomputer is, how its GPUs, TPUs, and CPUs accelerate AI training and inference, and how to choose the right deployment approach.

• Coursera
• 2 weeks, 1 hour a week
• Self-Paced
• Paid Course

Carbon Aware Computing for GenAI Developers

17 ratings at Coursera

Cut the emissions of your ML jobs: query ElectricityMaps grid data, train models in low-carbon cloud regions, and track emissions with Google Cloud Carbon Footprint.

• Coursera
• 1 hour 3 minutes
• Self-Paced
• Free Online Course