Retrieval-augmented generation (RAG) courses can help you learn how to combine information retrieval with generative models, enhancing the quality of AI outputs. You’ll explore techniques for integrating external knowledge sources, fine-tuning models for specific tasks, and evaluating the effectiveness of generated content.

Skills you'll gain: Prompt Engineering, Retrieval-Augmented Generation, LLM Application, Prompt Patterns, Generative AI, Large Language Modeling, Multimodal Prompts, Google Cloud Platform, Model Deployment
Intermediate · Course · 1 - 3 Months
Skills you'll gain: Token Optimization, LLM Application, Model Optimization, Prompt Engineering, Performance Tuning, Performance Testing, Tool Calling, Prompt Patterns, A/B Testing, Retrieval-Augmented Generation, Model Evaluation, Scalability
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Vector Databases, Embeddings, AI Integrations, Generative AI, Artificial Intelligence, Data Storage, Databases, Retrieval-Augmented Generation, Scalability, Anomaly Detection, Unstructured Data, Data Transformation
Beginner · Course · 1 - 3 Months

Skills you'll gain: LLM Application, Generative AI, Retrieval-Augmented Generation, Generative Model Architectures, Large Language Modeling, Prompt Engineering, Google Cloud Platform
Intermediate · Course · 1 - 3 Months

Advanced · Professional Certificate · 1 - 4 Weeks

Google Cloud
Skills you'll gain: Embeddings, Vector Databases, Retrieval-Augmented Generation, Generative AI Agents, AI literacy, Google Cloud Platform, Natural Language Processing, Agentic systems
Intermediate · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: Prompt Engineering, Retrieval-Augmented Generation, LLM Application, Google Gemini, Generative AI, Large Language Modeling, Embeddings, Google Cloud Platform
Intermediate · Course · 1 - 3 Months

Google Cloud
Skills you'll gain: Prompt Engineering, Retrieval-Augmented Generation, Google Gemini, LLM Application, Generative AI, Prompt Engineering Tools, Large Language Modeling, Google Cloud Platform, Model Deployment
Intermediate · Course · 1 - 3 Months

Google Cloud
Skills you'll gain: Retrieval-Augmented Generation, Embeddings, Vector Databases, Generative AI, AI literacy, LLM Application, Generative AI Agents
Intermediate · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: Retrieval-Augmented Generation, Embeddings, Vector Databases, Artificial Intelligence, Generative AI, Generative AI Agents, Google Cloud Platform
Intermediate · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: Retrieval-Augmented Generation, Generative AI, LLM Application, Prompt Patterns, Large Language Modeling, Google Cloud Platform, Prompt Engineering Tools, Prompt Engineering, Application Development, Application Deployment
Intermediate · Course · 1 - 3 Months

Coursera
Skills you'll gain: Vector Databases, Database Architecture and Administration, Database Management, Machine Learning Methods, Data Import/Export, Python Programming
Intermediate · Course · 1 - 4 Weeks