Vertex AI Training Course

Vertex AI equips developers and data teams with sophisticated tools for fine-tuning large language models and managing prompts. These capabilities allow teams to enhance model accuracy, streamline iterative workflows, and maintain rigorous evaluation standards through integrated libraries and services.

This instructor-led live training, available either online or onsite, is designed for intermediate to advanced practitioners aiming to boost the performance and reliability of generative AI applications. The course covers supervised fine-tuning, prompt versioning, and evaluation services within the Vertex AI environment.

Upon completion of this training, participants will be able to:

• Apply supervised fine-tuning techniques to Gemini models in Vertex AI.
• Implement effective prompt management workflows, including version control and testing.
• Utilize evaluation libraries to benchmark and optimize AI performance.
• Deploy and monitor enhanced models in production environments.

Format of the Course

• Interactive lectures and discussions.
• Practical labs involving Vertex AI fine-tuning and prompt tools.
• Case studies focusing on enterprise model optimization.

Course Customization Options

• To request a customized training session for this course, please contact us to arrange.

This instructor-led, live training in Portugal (online or onsite) is aimed at intermediate-level developers, data scientists, and tech professionals who wish to leverage Google Vertex AI for creating and deploying custom AI models.

By the end of this training, participants will be able to:

• Understand the capabilities and features of Google Vertex AI.
• Set up and configure the Google Vertex AI environment.
• Develop and train custom AI models using Vertex AI.
• Deploy and manage AI models on Google Cloud Platform.
• Utilize Vertex AI's tools for monitoring and optimizing model performance.
• Implement best practices for AI model development and deployment.

This instructor-led, live training in Portugal (online or onsite) targets beginner, intermediate, and advanced developers, cloud engineers, and technical product teams interested in using Google Cloud generative AI tools to build and evaluate practical AI applications.

By the end of this training, participants will be able to understand Google Cloud generative AI services, craft prompts and workflows, build simple applications with Vertex AI, and apply responsible AI practices.

Vertex AI offers a consolidated platform for generative media, featuring models such as Veo for video production, Imagen for image generation, Chirp for speech processing, and Lyria for music creation. These tools facilitate production-ready workflows tailored for creative, marketing, and enterprise applications.

This instructor-led training session, available either online or onsite, is designed for intermediate to advanced professionals seeking to leverage generative AI for the creation and deployment of multimedia content using Vertex AI.

Upon completing this training, participants will be equipped to:

• Generate images, videos, audio, and music utilizing Vertex AI’s comprehensive suite of models.
• Seamlessly integrate generative media into marketing and product development workflows.
• Refine prompts and fine-tune outputs to ensure high quality and alignment with brand guidelines.
• Deploy robust, production-ready generative media solutions within enterprise environments.

Course Format

• Interactive lectures and discussions.
• Practical exercises involving Vertex AI’s generative media models.
• Real-world case studies and creative project labs.

Customization Options

• To request a customized version of this course, please reach out to us to arrange details.

This instructor-led live training in Portugal (online or onsite) is aimed at beginner, intermediate, and advanced developers and technical practitioners who wish to use Google Cloud to build AI agents that can automate tasks, utilize tools, and interact with business data.

By the end of this training, participants will be able to explain AI agent concepts, build agents using Vertex AI, connect agents to external tools and data, and deploy agents for business use cases.

Vertex AI offers robust tools for constructing multimodal LLM workflows that seamlessly integrate text, audio, and image data into a unified pipeline. Leveraging long context window capabilities and Gemini API parameters, it facilitates advanced applications in planning, reasoning, and cross-modal intelligence.

This instructor-led live training, available either online or onsite, targets intermediate to advanced practitioners looking to design, build, and optimize multimodal AI workflows within Vertex AI.

Upon completing this training, participants will be able to:

• Utilize Gemini models for both multimodal inputs and outputs.
• Implement long-context workflows to tackle complex reasoning tasks.
• Design pipelines that effectively integrate text, audio, and image analysis.
• Optimize Gemini API parameters to enhance performance and cost efficiency.

Course Format

• Interactive lectures and discussions.
• Hands-on labs focused on multimodal workflows.
• Project-based exercises centered on applied multimodal use cases.

Customization Options

• For those interested in a customized training session for this course, please contact us to arrange details.

Vertex AI Agent Builder offers a no-code or low-code environment for constructing grounded agents that merge generative models with Retrieval-Augmented Generation (RAG). This enables teams to quickly develop agents that leverage enterprise data and search capabilities to deliver precise, context-sensitive responses.

This instructor-led training, available online or onsite, targets intermediate practitioners looking to design, configure, and deploy intelligent agents using Vertex AI Agent Builder alongside RAG patterns.

Upon completion of this training, participants will be capable of:

• Designing grounded agent workflows via Agent Builder.
• Implementing RAG pipelines utilizing search and vector stores.
• Securely integrating enterprise data sources for retrieval purposes.
• Evaluating and refining agent behavior through testing and performance metrics.

Course Format

• Interactive lectures and discussions.
• Practical labs involving Vertex AI Agent Builder and RAG components.
• Project-based exercises focused on building and refining agents.

Customization Options

• To request customized training for this course, please get in touch to arrange it.

Vertex AI offers streamlined integration pathways for embedding Gemini models directly into mobile and web applications through Firebase and associated SDKs. This capability empowers developers and product teams to deliver AI-driven features at the application level, including intelligent assistants, multimodal input processing, and personalized user experiences.

This instructor-led, live training (available online or onsite) is designed for beginner to intermediate practitioners who aim to integrate Vertex AI Gemini capabilities into their applications using Firebase and related SDKs.

Upon completing this training, participants will be able to:

• Configure Firebase and SDKs for Vertex AI integration.
• Integrate Gemini-powered functionalities into mobile and web applications.
• Process multimodal inputs, such as text, images, and audio, within client applications.
• Deploy and monitor AI-driven features in production environments.

Course Format

• Interactive lectures and discussions.
• Practical labs utilizing Firebase and Vertex AI SDKs.
• Project-based exercises focused on implementing app-level AI features.

Course Customization Options

• To request customized training for this course, please contact us to arrange details.

Vertex AI offers enterprise-grade tools designed to manage the entire machine learning lifecycle, encompassing observability, compliance, and operational excellence. Featuring real-time monitoring, data residency controls, grounding capabilities, and integrated Gen AI evaluation, Vertex AI is built to satisfy the rigorous demands of production-level AI systems.

This instructor-led live training (available online or onsite) targets intermediate to advanced professionals looking to deploy, monitor, and govern Vertex AI models within enterprise settings.

Upon completion of this training, participants will be able to:

• Establish MLOps pipelines using Vertex AI.
• Monitor and observe models with real-time insights.
• Apply grounding techniques and evaluation tools for Gen AI models.
• Implement compliance and governance strategies, including data residency controls.

Format of the Course

• Interactive lecture and discussion.
• Hands-on labs with enterprise-grade Vertex AI tools.
• Case studies and compliance-driven scenarios.

Course Customization Options

• To request a customized training for this course, please contact us to arrange.