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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

Red Teaming LLM Applications

Short Course

Red Teaming LLM Applications

Learn how to make safer LLM apps through red teaming. Learn to identify and evaluate vulnerabilities in large language model (LLM) applications.

AI Safety Chatbots Generative Models LLMOps Prompt Engineering

Prompt Compression and Query Optimization

Short Course

Prompt Compression and Query Optimization

Optimize the efficiency, security, query processing speed, and cost of your RAG applications.

Data Processing GenAI Applications LLMOps Prompt Engineering RAG Search and Retrieval Vector Databases

LLMs as Operating Systems: Agent Memory

Short Course

LLMs as Operating Systems: Agent Memory

Build systems with MemGPT agents that can autonomously manage their memory.

Agents LLMOps Prompt Engineering RAG

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

Building an AI-Powered Game

Short Course

Building an AI-Powered Game

Learn to build with LLMs by creating a fun interactive game from scratch.

AI Safety AI in Software Development GenAI Applications Generative Models LLMOps Prompt Engineering

Together AI, AI Dungeon

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

Getting Structured LLM Output

Short Course

Getting Structured LLM Output

Learn how to generate structured outputs to power production-ready LLM software applications.

AI in Software Development GenAI Applications LLMOps Prompt Engineering

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

MCP: Build Rich-Context AI Apps with Anthropic

Short Course

MCP: Build Rich-Context AI Apps with Anthropic

Build AI apps that access tools, data, and prompts using the Model Context Protocol.

AI Frameworks Agents Chatbots GenAI Applications LLMOps Prompt Engineering Task Automation

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