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Evaluating and Debugging Generative AI
Short Course

Evaluating and Debugging Generative AI

Learn MLOps tools for managing, versioning, debugging, and experimenting in your ML workflow.

Evaluation and MonitoringFine-TuningGenerative ModelsLLMOpsMLOpsMultiModalPrompt Engineering
  • Weights & Biases
Weights & Biases
Automated Testing for LLMOps
Short Course

Automated Testing for LLMOps

Learn how to create an automated CI pipeline to evaluate your LLM applications on every change, for faster and safer development.

Evaluation and MonitoringLLMOpsMLOpsPrompt Engineering
  • CircleCI
CircleCI
Improving Accuracy of LLM Applications
Short Course

Improving Accuracy of LLM Applications

Systematically improve the accuracy of LLM applications with evaluation, prompting, and memory tuning.

AI FrameworksAgentsEvaluation and MonitoringFine-TuningMachine LearningPrompt Engineering
  • Lamini
  • Meta
Lamini, Meta
Safe and reliable AI via guardrails
Short Course

Safe and reliable AI via guardrails

Move your LLM-powered applications beyond proof-of-concept and into production with the added control of guardrails.

AI SafetyChatbotsEvaluation and MonitoringGenAI ApplicationsLLMOpsNLPPrompt EngineeringRAG
  • GuardrailsAI
GuardrailsAI
Evaluating AI Agents
Short Course

Evaluating AI Agents

Learn how to systematically evaluate, improve, and iterate on AI agents using structured assessments.

AgentsEvaluation and MonitoringGenAI ApplicationsLLMOpsMLOpsPrompt EngineeringTask Automation
  • Arize AI
Arize AI
Long-Term Agentic Memory With LangGraph
Short Course

Long-Term Agentic Memory With LangGraph

Learn to build AI agents with long-term memory with LangGraph, using LangMem for memory management.

AgentsChatbotsEmbeddingsEvaluation and MonitoringGenAI ApplicationsLLMOpsPrompt EngineeringRAGSearch and RetrievalVector Databases
  • LangChain
LangChain
Building Code Agents with Hugging Face smolagents
Short Course

Building Code Agents with Hugging Face smolagents

Build agents that write and execute code to perform complex tasks, using Hugging Face’s smolagents.

AI SafetyEvaluation and MonitoringGenAI ApplicationsPrompt EngineeringTask Automation
  • Hugging Face
Hugging Face
Building AI Voice Agents for Production
Short Course

Building AI Voice Agents for Production

Build responsive, scalable, and human-like AI voice applications.

AgentsEvaluation and MonitoringGenAI ApplicationsLLMOpsNLPPrompt Engineering
  • LiveKit
  • RealAvatar
LiveKit, RealAvatar
Reinforcement Fine-Tuning LLMs With GRPO
Short Course

Reinforcement Fine-Tuning LLMs With GRPO

Improve LLM reasoning with reinforcement fine-tuning and reward functions.

Evaluation and MonitoringFine-TuningGenAI ApplicationsLLMOpsLLM ServingMachine LearningPrompt EngineeringSupervised LearningTransformers
  • Predibase
Predibase
DSPy: Build and Optimize Agentic Apps
Short Course

DSPy: Build and Optimize Agentic Apps

Build, debug, and optimize AI agents using DSPy and MLflow.

AI FrameworksAgentsEvaluation and MonitoringGenAI ApplicationsLLMOpsMLOpsPrompt EngineeringRAGSearch and RetrievalTask Automation
  • Databricks
Databricks
Post-training of LLMs
Short Course

Post-training of LLMs

Adapt LLMs for specific tasks and behaviors using post-training techniques like SFT, DPO, and online RL.

Evaluation and MonitoringFine-TuningGenerative ModelsLLMOpsMachine LearningNLPPrompt EngineeringSupervised LearningTransformers
  • University of Washington
  • NexusFlow
University of Washington, NexusFlow