Google Cloud AI: Vertex AI, GenAI, Agents & LangChain

About this course

Google Cloud AI: Vertex AI, GenAI, Agents & LangChainAre you ready to build practical AI applications using Google Cloud? This hands-on course takes you through the exciting world of Google Cloud AI, Generative AI, machine learning, and AI agent development. You will explore Google's AI services and popular agent development frameworks while learning how to build, test, and deploy AI-powered applications.

Whether you are a Python developer, aspiring AI engineer, cloud professional, or technology enthusiast, this course will help you develop practical skills for working with modern AI technologies.

What You Will Learn

Throughout the course, you will explore a range of Google Cloud AI services, development tools, and frameworks through practical demonstrations.

Google Cloud and Development Setup: Learn how to configure your development environment, work with Anaconda and JupyterLab, set up Google Cloud resources, and manage API access and service account credentials.

Machine Learning with Vertex AI: Explore dataset creation, data preparation, image classification, model training, model evaluation, deployment, and prediction testing.

Generative AI and Transformer Models: Understand transformer architecture, explore generative models, experiment with generation configurations, and work with AI-powered content generation.

Vertex AI Studio: Learn how to run AI models, explore generative AI capabilities, and build an AI-powered tutor using agents, sub-agents, function tools, and rubric-based grading.

AI Agent Development: Build and test agents using Google's AI development tools, LangChain, and CrewAI. Explore how agents can use tools and collaborate through multi-agent workflows.

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