Search - DeepLearning.AI Search

Short Course

Building and Evaluating Advanced RAG

Learn advanced RAG retrieval methods like sentence-window and auto-merging that outperform baselines, and evaluate and iterate on your pipeline's performance.

AI Frameworks Evaluation and Monitoring GenAI Applications LLMOps RAG Search and Retrieval

TruEra, LlamaIndex

Short Course

Building Your Own Database Agent

Interact with tabular data and SQL databases using natural language, enabling more efficient and accessible data analysis.

Agents Data Processing GenAI Applications LLMOps LLM Serving RAG Search and Retrieval

Microsoft

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

MongoDB

Short Course

LLMs as Operating Systems: Agent Memory

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

Agents LLMOps Prompt Engineering RAG

Letta

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

GuardrailsAI

Short Course

How Transformer LLMs Work

Understand the transformer architecture that powers LLMs to use them more effectively.

Deep Learning Embeddings GenAI Applications LLMOps Machine Learning NLP RAG Transformers

Jay Alammar, Maarten Grootendorst

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

LangChain

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

Databricks

Short Course

Orchestrating Workflows for GenAI Applications

Turn your GenAI prototype into an automated pipeline using Apache Airflow

Data Engineering Data Processing Embeddings Evaluation and Monitoring Event-Driven AI GenAI Applications LLMOps RAG Task Automation Vector Databases

Astronomer