Generative Media with Vertex AI: Image, Video, Audio, and Music 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 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 who aim to improve 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 featuring Vertex AI fine-tuning and prompt tools.
• Case studies on enterprise model optimization.

Customization Options

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

This instructor-led, live training in Romania (online or onsite) is designed for intermediate-level developers, data scientists, and tech professionals who want to utilize Google Vertex AI to create and deploy 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 Romania (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.

This instructor-led, live training in Romania (online or onsite) targets developers and technical practitioners at beginner, intermediate, and advanced levels who wish to use Google Cloud to build AI agents that 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 using Vertex AI, connect agents to external tools and data, and deploy agents for business use cases.

Vertex AI equips users with robust tools for constructing multimodal LLM workflows, seamlessly combining text, audio, and image data into a unified pipeline. By leveraging support for long context windows and Gemini API parameters, it facilitates the development of sophisticated 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 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 to handle multimodal inputs and generate outputs.
• Implement long-context workflows to address complex reasoning tasks.
• Architect pipelines that integrate text, audio, and image analysis.
• Optimize Gemini API parameters to enhance performance and cost-efficiency.

Course Format

• Interactive lectures and discussions.
• Practical labs focused on multimodal workflows.
• Project-based exercises tailored to applied multimodal use cases.

Customization Options

• To arrange a customized version of this course, please contact us.

This instructor-led, live training in Romania (online or on-site) is designed for software engineers at beginner to intermediate levels, as well as anyone interested in learning how to leverage Vertex AI to execute and complete machine learning activities.

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

• Understand the workings of Vertex AI and use it as a machine learning platform.
• Learn about machine learning and NLP concepts.
• Know how 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 integrate generative models with Retrieval-Augmented Generation (RAG). This enables teams to quickly develop agents that leverage enterprise data and search capabilities to deliver accurate, context-aware responses.

This instructor-led live training, available online or onsite, targets intermediate-level practitioners aiming to design, configure, and deploy intelligent agents using Vertex AI Agent Builder and RAG methodologies.

Upon completing this training, participants will be equipped to:

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

Course Format

• Interactive lectures and discussions.
• Practical labs focused on Vertex AI Agent Builder and RAG components.
• Project-based activities to construct and enhance agents.

Customization Options

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

Vertex AI offers streamlined integration options for embedding Gemini models directly into mobile and web applications using Firebase and SDKs. This empowers developers and product teams to deliver AI-driven features at the application level, such as intelligent assistants, multimodal input handling, and personalized user experiences.

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

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

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

Course Format

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

Course Customization Options

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

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

This instructor-led training, available in online or onsite formats, targets intermediate to advanced professionals seeking to deploy, monitor, and govern Vertex AI models within enterprise settings.

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

• Establishing MLOps pipelines utilizing Vertex AI.
• Monitoring and observing models through real-time insights.
• Applying grounding techniques and evaluation tools specific to generative AI models.
• Implementing compliance and governance strategies, including robust data residency controls.

Course Format

• Interactive lectures and discussions.
• Practical labs involving enterprise-grade Vertex AI tools.
• Case studies and compliance-focused scenarios.

Customization Options

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