Vertex AI Embedded & Mobile: Gemini in Apps via Firebase & SDKs Training Course

Vertex AI offers sophisticated tools for fine-tuning large models and managing prompts, empowering developers and data teams to optimize model accuracy, streamline iteration workflows, and ensure rigorous evaluation through built-in libraries and services.

This instructor-led, live training (available online or onsite) is designed for intermediate to advanced practitioners seeking to enhance the performance and reliability of generative AI applications using supervised fine-tuning, prompt versioning, and evaluation services within Vertex AI.

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

• Apply supervised fine-tuning techniques to Gemini models in Vertex AI.
• Implement prompt management workflows, including versioning and testing.
• Leverage evaluation libraries to benchmark and optimize AI performance.
• Deploy and monitor improved models in production environments.

Course Format

• Interactive lectures and discussions.
• Hands-on labs focused on Vertex AI fine-tuning and prompt tools.
• Case studies highlighting enterprise model optimization.

Customization Options

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

This instructor-led, live training in South Korea (online or onsite) is designed for intermediate-level developers, data scientists, and technology professionals who want to leverage Google Vertex AI for creating and deploying custom AI models.

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

• Gain a clear understanding of Google Vertex AI's capabilities and features.
• 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.
• Use Vertex AI's tools to monitor and optimize model performance.
• Apply best practices for AI model development and deployment.

This instructor-led, live training in South Korea (online or in-person) targets beginner, intermediate, and advanced developers, cloud engineers, and technical product teams who intend to use 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, create prompts and workflows, build simple applications using Vertex AI, and apply responsible AI practices.

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

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

Upon completing this training, participants will be able to:

• Produce images, videos, audio, and music utilizing Vertex AI's diverse model suite.
• Integrate generative media into marketing and product development workflows.
• Refine prompts and fine-tune outputs to ensure quality and brand alignment.
• Deploy production-grade generative media solutions within enterprise environments.

Course Format

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

Course Customization Options

• For requests regarding customized training for this course, please contact us to arrange details.

This instructor-led, live training in South Korea (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 process business data.

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

Vertex AI offers robust tools for creating multimodal LLM workflows that seamlessly integrate text, audio, and image data into a unified pipeline. By leveraging long context window support and Gemini API parameters, it empowers the development of advanced applications focused on planning, reasoning, and cross-modal intelligence.

This instructor-led live training, available online or onsite, is designed for intermediate to advanced practitioners aiming to design, build, and optimize multimodal AI workflows within Vertex AI.

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

• Utilize Gemini models to handle multimodal inputs and outputs.
• Implement long-context workflows to address 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 featuring multimodal workflows.
• Project-based exercises for practical multimodal use cases.

Course Customization Options

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

This instructor-led, live training in South Korea (online or onsite) is designed for software engineers with beginner to intermediate skill levels, as well as anyone interested in mastering Vertex AI to execute and complete machine learning workflows.

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

• Grasp the functionality of Vertex AI and effectively utilize it as a machine learning platform.
• Gain insights into key machine learning and NLP concepts.
• Acquire the skills necessary to train and deploy machine learning models using Vertex AI.

Vertex AI Agent Builder provides a no-code/low-code environment for constructing grounded agents that merge generative models with Retrieval-Augmented Generation (RAG). This empowers teams to quickly develop agents capable of leveraging enterprise data and search capabilities to deliver accurate, context-sensitive responses.

This instructor-led, live training, available online or onsite, is designed for intermediate-level practitioners looking to design, configure, and deploy intelligent agents utilizing Vertex AI Agent Builder and RAG frameworks.

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

• Design grounded agent workflows using Agent Builder.
• Implement RAG pipelines incorporating search and vector storage solutions.
• Securely integrate enterprise data sources for retrieval purposes.
• Assess and refine agent performance through testing and key metrics.

Course Delivery Format

• Interactive lectures and group discussions.
• Practical labs utilizing Vertex AI Agent Builder and RAG components.
• Project-based assignments to construct and refine agents.

Customization Options

• To request customized training for this course, please reach out to us to arrange your session.

Vertex AI offers enterprise-grade solutions for managing the entire machine learning lifecycle, encompassing observability, compliance, and operational excellence. Through features like live monitoring, data residency controls, grounding capabilities, and integrated Gen AI evaluation, Vertex AI is engineered to satisfy the rigorous demands of production-level AI systems.

This instructor-led live training, available online or on-site, is designed for intermediate to advanced professionals seeking to deploy, monitor, and govern Vertex AI models within enterprise settings.

Upon completing 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.