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

Vertex AI offers sophisticated tools for fine-tuning large language 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 (available online or onsite) targets intermediate to advanced practitioners seeking to improve the performance and reliability of generative AI applications by utilizing 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.
• Establish prompt management workflows, including versioning and testing.
• Utilize evaluation libraries to benchmark and enhance AI performance.
• Deploy and monitor optimized models in production environments.

Course Format

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

Customization Options

• To request a customized version of this course, please contact us to make arrangements.

This instructor-led live training in Turkey (online or on-site) targets intermediate-level developers, data scientists, and tech professionals who aim 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 Turkey (online or onsite) targets developers, cloud engineers, and technical product teams at beginner, intermediate, and advanced levels who aim to utilize 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, construct simple applications using Vertex AI, and apply responsible AI practices.

This instructor-led, live training in Turkey (online or onsite) is designed for 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 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 combine text, audio, and image data within a single pipeline. Supported by long context window capabilities and Gemini API parameters, the platform enables advanced applications in planning, reasoning, and cross-modal intelligence.

This instructor-led, live training (available online or onsite) targets intermediate to advanced practitioners seeking to design, build, and optimize multimodal AI workflows using Vertex AI.

Upon completing this training, participants will be able to:

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

Course Format

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

Course Customization Options

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

This instructor-led live training in Turkey (available online or on-site) is tailored for software engineers at the beginner to intermediate levels, as well as anyone wishing to learn how to leverage Vertex AI for machine learning activities.

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

• Understand how Vertex AI operates 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 offers a no-code and low-code environment for constructing grounded agents that integrate 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 is available online or onsite. It targets intermediate-level professionals looking to design, configure, and deploy intelligent agents using Vertex AI Agent Builder alongside RAG patterns.

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 processes.
• Assess and refine agent behavior through testing and performance 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

• For customized training arrangements for this course, please contact us.

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

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

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

• Configure Firebase and SDKs for Vertex AI integration.
• Integrate Gemini-powered features into mobile and web applications.
• Manage multimodal inputs such as 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 implementing app-level AI features.

Customization Options

• For customized training arrangements, please contact us to discuss your specific needs.

Vertex AI offers robust, enterprise-grade capabilities for managing the complete machine learning lifecycle, ensuring visibility, regulatory compliance, and operational excellence. By leveraging real-time monitoring, data residency controls, grounding techniques, and integrated Gen AI evaluation features, Vertex AI is engineered to satisfy the rigorous demands of production-level AI systems.

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

Upon completing this training, participants will be equipped to:

• Establish MLOps pipelines utilizing Vertex AI.
• Gain real-time insights to monitor and observe model performance.
• Utilize grounding methods and evaluation tools specifically for Gen AI models.
• Execute compliance and governance strategies, including effective data residency controls.

Course Format

• Engaging lectures and interactive discussions.
• Practical labs featuring enterprise-grade Vertex AI tools.
• Analysis of case studies and compliance-focused scenarios.

Customization Options

• For tailored training solutions, please reach out to us to make arrangements.