Advanced Fine-Tuning & Prompt Management in Vertex AI Training Course

This instructor-led, live training in Portugal (online or onsite) is designed for advanced-level machine learning professionals aiming to master cutting-edge transfer learning techniques and apply them to complex real-world challenges.

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

• Grasp advanced concepts and methodologies in transfer learning.
• Implement domain-specific adaptation techniques for pre-trained models.
• Apply continual learning to manage evolving tasks and datasets.
• Master multi-task fine-tuning to enhance model performance across various tasks.

This instructor-led, live training in Portugal (online or onsite) is designed for advanced-level AI maintenance engineers and MLOps professionals seeking to implement robust continual learning pipelines and effective update strategies for deployed, fine-tuned models.

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

• Design and implement continual learning workflows for deployed models.
• Mitigate catastrophic forgetting through effective training and memory management.
• Automate monitoring and update triggers in response to model drift or data changes.
• Integrate model update strategies into existing CI/CD and MLOps pipelines.

This instructor-led, live training in Portugal (online or onsite) is aimed at intermediate-level 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 Portugal (online or onsite) is aimed at advanced-level professionals who wish to deploy fine-tuned models reliably and efficiently.

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

• Understand the challenges of deploying fine-tuned models into production.
• Containerize and deploy models using tools like Docker and Kubernetes.
• Implement monitoring and logging for deployed models.
• Optimize models for latency and scalability in real-world scenarios.

This instructor-led live training in Portugal (online or on-site) is tailored for intermediate professionals aiming to build practical skills in customising AI models for critical financial functions.

Upon completing this training, participants will be able to:

• Comprehend the basics of fine-tuning for financial applications.
• Apply pre-trained models to domain-specific financial tasks.
• Implement techniques for fraud detection, risk evaluation, and the generation of financial advice.
• Guarantee compliance with financial regulations such as GDPR and SOX.
• Establish data security and ethical AI practices within financial applications.

This instructor-led, live training in Portugal (online or onsite) is designed for intermediate to advanced professionals who wish to customize pre-trained models for specific tasks and datasets.

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

• Understand the principles of fine-tuning and its applications.
• Prepare datasets for fine-tuning pre-trained models.
• Fine-tune Large Language Models (LLMs) for Natural Language Processing (NLP) tasks.
• Optimize model performance and address common challenges.

Delivered as an instructor-led live training in Portugal (online or onsite), this course is aimed at intermediate-level developers and AI practitioners who wish to implement fine-tuning strategies for large models without the need for extensive computational resources.

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

• Understand the principles of Low-Rank Adaptation (LoRA).
• Implement LoRA for efficient fine-tuning of large models.
• Optimize fine-tuning for resource-constrained environments.
• Evaluate and deploy LoRA-tuned models for practical applications.

This instructor-led, live training in Portugal (online or onsite) targets beginner, intermediate, and advanced developers, cloud engineers, and technical product teams interested in using 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, build simple applications with Vertex AI, and apply responsible AI practices.

Acquire mastery in generative media production using Vertex AI models such as Imagen and Veo. This live-led session in Portugal offers practical labs for producing images, video, and audio, enabling professionals to construct production-ready workflows for creative and enterprise marketing initiatives.

This live, instructor-led training in Portugal (available online or onsite) is designed for developers and technical practitioners at beginner, intermediate, and advanced levels. It focuses on using Google Cloud to develop AI agents that can automate tasks, utilise tools, and interact with business data.

By the end of this programme, participants will be able to explain AI agent principles, construct agents using Vertex AI, integrate agents with external tools and data sources, and deploy them for specific business scenarios.

This live training in Portugal empowers practitioners to design, construct, and optimise multimodal LLM workflows within Vertex AI. The curriculum explores Gemini models, long-context reasoning, and pipelines that merge text, audio, and image data. Through hands-on labs, the course ensures practical competence for real-world application.

This live, instructor-led training in Portugal focuses on the design of grounded agents using Vertex AI Agent Builder and RAG. Participants will learn to implement pipelines, securely integrate enterprise data, and assess agent behaviour. It is ideally suited for intermediate practitioners developing intelligent solutions.

This instructor-led program in Portugal prepares developers to integrate Gemini models into mobile and web apps leveraging Firebase and SDKs. The curriculum addresses environment configuration, multimodal input management, and the deployment of AI-enabled features to production environments, all while adhering to industry best practices.

This instructor-led training in Portugal addresses enterprise MLOps, live monitoring, and compliance strategies for Vertex AI. Participants will acquire practical skills in constructing pipelines, grounding Gen AI models, and enforcing data residency controls to guarantee operational excellence.