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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 Monitoring Fine-Tuning Generative Models LLMOps MLOps MultiModal Prompt Engineering

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 Monitoring LLMOps MLOps Prompt Engineering

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 Frameworks Agents Evaluation and Monitoring Fine-Tuning Machine Learning Prompt Engineering

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 Safety Chatbots Evaluation and Monitoring GenAI Applications LLMOps NLP Prompt Engineering RAG

Evaluating AI Agents

Short Course

Evaluating AI Agents

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

Agents Evaluation and Monitoring GenAI Applications LLMOps MLOps Prompt Engineering Task Automation

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.

Agents Chatbots Embeddings Evaluation and Monitoring GenAI Applications LLMOps Prompt Engineering RAG Search and Retrieval Vector Databases

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 Safety Evaluation and Monitoring GenAI Applications Prompt Engineering Task Automation

Building AI Voice Agents for Production

Short Course

Building AI Voice Agents for Production

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

Agents Evaluation and Monitoring GenAI Applications LLMOps NLP Prompt Engineering

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 Monitoring Fine-Tuning GenAI Applications LLMOps LLM Serving Machine Learning Prompt Engineering Supervised Learning Transformers

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 Frameworks Agents Evaluation and Monitoring GenAI Applications LLMOps MLOps Prompt Engineering RAG Search and Retrieval Task Automation

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 Monitoring Fine-Tuning Generative Models LLMOps Machine Learning NLP Prompt Engineering Supervised Learning Transformers

University of Washington, NexusFlow