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 enhance model accuracy, streamline iteration processes, and ensure rigorous evaluation through integrated libraries and services.

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

Upon completing 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.
• Utilize evaluation libraries to benchmark and optimize AI performance.
• Deploy and monitor enhanced models in production environments.

Course Format

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

Course Customization Options

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

This instructor-led, live training in Taiwan (online or onsite) is designed for intermediate 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 Taiwan (online or onsite) is aimed at beginner-level, intermediate-level, and advanced-level developers, cloud engineers, and technical product teams who wish 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 with Vertex AI, and apply responsible AI practices.

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

This instructor-led, live training—available online or on-site—is designed for intermediate to advanced professionals seeking to leverage generative AI for multimedia content creation and deployment via Vertex AI.

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

• Produce 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 brand consistency.
• Deploy enterprise-grade, production-ready generative media solutions.

Course Format

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

Customization Options

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

This instructor-led, live training in Taiwan (online or onsite) targets 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 work with 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 constructing multimodal LLM workflows that seamlessly integrate text, audio, and image data into a unified pipeline. Supported by long context window capabilities and configurable Gemini API parameters, it facilitates the development of advanced applications focused on planning, reasoning, and cross-modal intelligence.

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

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

• Utilize Gemini models for handling 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 featuring multimodal workflows.
• Project-based exercises focused on applied multimodal use cases.

Course Customization Options

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

This instructor-led live training in Taiwan (online or onsite) is designed for beginner to intermediate-level software engineers or anyone eager to learn how to utilize Vertex AI for machine learning activities.

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

• Understand the functionality of Vertex AI and use it as a machine learning platform.
• Explore key concepts in machine learning and NLP.
• Acquire the skills to train and deploy machine learning models using Vertex AI.

Vertex AI Agent Builder offers a no-code or low-code platform for developing grounded agents that merge generative models with retrieval-augmented generation (RAG). This empowers teams to swiftly create agents that leverage enterprise data and search capabilities to deliver accurate, context-aware responses.

This instructor-led, live training (available online or on-site) targets intermediate-level professionals looking to design, configure, and deploy intelligent agents utilizing Vertex AI Agent Builder and RAG methodologies.

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

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

Course Format

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

Customization Options

• For customized training requests regarding this course, please reach out to us to arrange.

Vertex AI delivers enterprise-grade solutions designed to manage the entire machine learning lifecycle, encompassing observability, regulatory compliance, and operational excellence. By leveraging real-time 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 either online or onsite, targets intermediate to advanced professionals seeking to deploy, monitor, and govern Vertex AI models within enterprise environments.

Upon completing this training, participants will be equipped to:

• Establish MLOps pipelines utilizing Vertex AI.
• Monitor and observe model performance with real-time insights.
• Apply grounding techniques and evaluation tools specific to Gen AI models.
• Implement robust compliance and governance strategies, including data residency controls.

Course Format

• Interactive lectures and discussions.
• Hands-on labs featuring enterprise-grade Vertex AI tools.
• Case studies and scenarios focused on compliance.

Course Customization Options

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