Short CourseReinforcement Fine-Tuning LLMs With GRPOImprove LLM reasoning with reinforcement fine-tuning and reward functions.Evaluation and MonitoringFine-TuningGenAI ApplicationsLLMOpsLLM ServingMachine LearningPrompt EngineeringSupervised LearningTransformersPredibase
Professional CertificateDeep Learning SpecializationBuild neural networks (CNNs, RNNs, LSTMs, Transformers) and apply them to speech recognition, NLP, and more using Python and TensorFlow.Computer VisionDeep LearningNLPSupervised LearningTransformersDeepLearning.AI
Professional CertificateMachine Learning SpecializationLearn foundational AI concepts through an intuitive visual approach, then learn the code needed to implement the algorithms and math for ML.Anomaly DetectionDeep LearningMachine LearningSupervised LearningUnsupervised LearningStanford Online
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
Short CoursePydantic for LLM WorkflowsBuild reliable LLM applications with structured outputs and validated data using Pydantic.Evaluation and MonitoringFine-TuningGenerative ModelsLLMOpsMachine LearningNLPPrompt EngineeringSupervised LearningTransformersDeepLearning.AI
