Short CourseUnderstanding and Applying Text EmbeddingsLearn how to accelerate the application development process with text embeddings for sentence and paragraph meaning.EmbeddingsGenAI ApplicationsNLPRAGSearch and RetrievalGoogle Cloud
Short CourseVector Databases: from Embeddings to ApplicationsDesign and execute real-world applications of vector databases. Build efficient, practical applications, including hybrid and multilingual searches.EmbeddingsGenAI ApplicationsRAGSearch and RetrievalVector DatabasesWeaviate
Short CourseQuality and Safety for LLM ApplicationsLearn how to evaluate the safety and security of your LLM applications and protect against risks. Monitor and enhance security measures to safeguard your apps.AI SafetyEmbeddingsEvaluation and MonitoringGenAI ApplicationsVector DatabasesWhyLabs
Short CourseAdvanced Retrieval for AI with ChromaLearn advanced retrieval techniques to improve the relevancy of retrieved results. Learn to recognize poor query results and use LLMs to improve queries.EmbeddingsFine-TuningGenAI ApplicationsRAGSearch and RetrievalChroma
Short CourseKnowledge Graphs for RAGLearn how to build and use knowledge graph systems to improve your retrieval augmented generation applications. Use Neo4j's query language Cypher to manage and retrieve data.EmbeddingsGenAI ApplicationsRAGSearch and RetrievalVector DatabasesNeo4j
Short CourseHow Transformer LLMs WorkUnderstand the transformer architecture that powers LLMs to use them more effectively.Deep LearningEmbeddingsGenAI ApplicationsLLMOpsMachine LearningNLPRAGTransformersJay Alammar, Maarten Grootendorst
Short CourseAttention in Transformers: Concepts and Code in PyTorchUnderstand and implement the attention mechanism, a key element of transformer-based LLMs, using PyTorch.Deep LearningEmbeddingsGenAI ApplicationsMachine LearningNLPTransformersStatQuest
Short CourseEvent-Driven Agentic Document WorkflowsBuild an event-driven agentic workflow to process documents and fill forms using RAG and human-in-the-loop feedback.AgentsDocument ProcessingEmbeddingsEvent-Driven AIGenAI ApplicationsRAGSearch and RetrievalTask AutomationVector DatabasesLlamaIndex
Short CourseLong-Term Agentic Memory With LangGraphLearn to build AI agents with long-term memory with LangGraph, using LangMem for memory management.AgentsChatbotsEmbeddingsEvaluation and MonitoringGenAI ApplicationsLLMOpsPrompt EngineeringRAGSearch and RetrievalVector DatabasesLangChain
Short CourseOrchestrating Workflows for GenAI ApplicationsTurn your GenAI prototype into an automated pipeline using Apache AirflowData EngineeringData ProcessingEmbeddingsEvaluation and MonitoringEvent-Driven AIGenAI ApplicationsLLMOpsRAGTask AutomationVector DatabasesAstronomer
