Short CourseEvaluating and Debugging Generative AILearn MLOps tools for managing, versioning, debugging, and experimenting in your ML workflow.Evaluation and MonitoringFine-TuningGenerative ModelsLLMOpsMLOpsMultiModalPrompt EngineeringWeights & Biases
Short CourseReinforcement Learning From Human FeedbackGet an introduction to tuning and evaluating LLMs using Reinforcement Learning from Human Feedback (RLHF) and fine-tune the Llama 2 model.Fine-TuningGenerative ModelsLLMOpsTransformersGoogle Cloud
Short CourseEfficiently Serving LLMsUnderstand how LLMs predict the next token and how techniques like KV caching can speed up text generation. Write code to serve LLM applications efficiently to multiple users.Fine-TuningGenerative ModelsLLMOpsLLM ServingTransformersPredibase
Short CourseRed Teaming LLM ApplicationsLearn how to make safer LLM apps through red teaming. Learn to identify and evaluate vulnerabilities in large language model (LLM) applications.AI SafetyChatbotsGenerative ModelsLLMOpsPrompt EngineeringGiskard
Short CourseBuilding an AI-Powered GameLearn to build with LLMs by creating a fun interactive game from scratch.AI SafetyAI in Software DevelopmentGenAI ApplicationsGenerative ModelsLLMOpsPrompt EngineeringTogether AI, AI Dungeon
Short CoursePost-training of LLMsAdapt LLMs for specific tasks and behaviors using post-training techniques like SFT, DPO, and online RL.Evaluation and MonitoringFine-TuningGenerative ModelsLLMOpsMachine LearningNLPPrompt EngineeringSupervised LearningTransformersUniversity of Washington, NexusFlow
