Generative Media with Vertex AI: Image, Video, Audio, and Music Training Course

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

This instructor-led training, available either online or onsite, is designed for intermediate to advanced practitioners aiming to boost the performance and reliability of their generative AI applications. The course focuses on 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 robust prompt management workflows, including versioning and testing.
• Utilize evaluation libraries to benchmark and optimize AI performance.
• Deploy and monitor enhanced models within production environments.

Course Format

• Interactive lectures and discussions.
• Hands-on labs utilizing Vertex AI fine-tuning and prompt tools.
• Analysis of enterprise model optimization case studies.

Course Customization Options

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

This instructor-led, live training in the UAE (available online or onsite) is designed for intermediate-level developers, data scientists, and technology professionals seeking to utilize Google Vertex AI for creating and deploying custom AI models.

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

• Gain a comprehensive understanding of Google Vertex AI's capabilities and features.
• Set up and configure the Google Vertex AI environment.
• Develop and train custom AI models leveraging Vertex AI.
• Deploy and manage AI models within the Google Cloud Platform.
• Employ Vertex AI's tools to monitor and enhance model performance.
• Apply best practices for AI model development and deployment.

This instructor-led, live training in the UAE (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 the UAE (online or onsite) is designed for developers and technical practitioners at beginner, intermediate, and advanced levels. Participants will learn 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 them 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 support for long context windows and configurable Gemini API parameters, the platform enables sophisticated applications focused on planning, reasoning, and cross-modal intelligence.

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

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

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

Course Format

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

Customization Options

• For customized training arrangements, please contact us.

This instructor-led, live training in the UAE (online or onsite) is aimed at beginner to intermediate-level software engineers or anyone who wish to learn how to use Vertex AI to perform and complete machine learning activities.

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

• Understand how Vertex AI works 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 crafting grounded agents that merge generative models with Retrieval-Augmented Generation (RAG). This enables teams to quickly construct agents that leverage enterprise data and search capabilities to deliver precise, contextually relevant responses.

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

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

• Design grounded agent workflows using Agent Builder.
• Implement RAG pipelines integrating search and vector stores.
• Securely integrate enterprise data sources for retrieval.
• Evaluate and refine agent behavior through testing and metrics.

Course Format

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

Customization Options

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

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

This instructor-led, live training session (available online or onsite) is designed for beginner to intermediate-level practitioners looking to incorporate Vertex AI Gemini capabilities into their applications using Firebase and associated SDKs.

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

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

Course Format

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

Customization Options

• For organizations seeking a tailored training experience for this course, please reach out to us to arrange a customized session.

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

This instructor-led training session, available online or on-site, 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 able to:

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

Course Format

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

Course Customization Options

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