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LangChain for LLM Application Development

Short Course・

LangChain for LLM Application Development

Use the powerful and extensible LangChain framework, using prompts, parsing, memory, chains, question answering, and agents.

AI Frameworks Agents Chatbots Generative Models Prompt Engineering RAG

Functions, Tools and Agents with LangChain

Short Course・

Functions, Tools and Agents with LangChain

Learn about the latest advancements in LLM APIs and use LangChain Expression Language (LCEL) to compose and customize chains and agents.

AI Frameworks Agents Chatbots Generative Models Prompt Engineering RAG

Building Agentic RAG with Llamaindex

Short Course・

Building Agentic RAG with Llamaindex

Build autonomous agents that intelligently navigate and analyze your data. Learn to develop agentic RAG systems using LlamaIndex, enabling powerful document Q&A and summarization. Gain valuable skills in guiding agent reasoning and debugging.

AI Frameworks Agents GenAI Applications Prompt Engineering RAG Search and Retrieval

Multi AI Agent Systems with crewAI

Short Course・

Multi AI Agent Systems with crewAI

Automate business workflows with multi-AI agent systems. Exceed the performance of prompting a single LLM by designing and prompting a team of AI agents through natural language.

AI Frameworks AI in Software Development Agents GenAI Applications RAG Task Automation

AI Agentic Design Patterns with AutoGen

Short Course・

AI Agentic Design Patterns with AutoGen

Use the AutoGen framework to build multi-agent systems with diverse roles and capabilities for implementing complex AI applications.

AI Frameworks Agents GenAI Applications RAG Task Automation

Microsoft, Penn State University

AI Agents in LangGraph

Short Course・

AI Agents in LangGraph

Build agentic AI workflows using LangChain's LangGraph and Tavily's agentic search.

AI Frameworks Agents Chatbots Document Processing GenAI Applications Generative Models Search and Retrieval

LangChain, Tavily

Building Your Own Database Agent

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

Function-calling and data extraction with LLMs

Short Course・

Function-calling and data extraction with LLMs

Learn to apply function-calling to expand LLM and agent application capabilities.

Agents Embeddings

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

Building AI Applications With Haystack

Short Course・

Building AI Applications With Haystack

Learn a flexible framework to build a variety of complex AI applications.

AI Frameworks AI in Software Development Agents Document Processing GenAI Applications Prompt Engineering RAG Task Automation

Introducing Multimodal Llama 3.2

Short Course・

Introducing Multimodal Llama 3.2

Try out the features of the new Llama 3.2 models to build AI applications with multimodality.

Agents Chatbots Computer Vision Fine-Tuning GenAI Applications Generative Models MultiModal Prompt Engineering

Serverless Agentic Workflows with Amazon Bedrock

Short Course・

Serverless Agentic Workflows with Amazon Bedrock

Efficiently handle time-varying workloads with serverless agentic workflows and responsible agents built on Amazon Bedrock.

Agents Chatbots GenAI Applications Generative Models RAG Task Automation

Practical Multi AI Agents and Advanced Use Cases with crewAI

Short Course・

Practical Multi AI Agents and Advanced Use Cases with crewAI

Build agents that collaborate to solve complex business tasks.

Agents Chatbots GenAI Applications Generative Models Task Automation

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

Collaborative Writing and Coding with OpenAI Canvas

Short Course・

Collaborative Writing and Coding with OpenAI Canvas

Learn to use OpenAI Canvas to write, code, and create more effectively in collaboration with AI.

Agents GenAI Applications MultiModal NLP Prompt Engineering

Reasoning with o1

Short Course・

Reasoning with o1

Learn how to use and prompt OpenAI's o1 model for complex reasoning tasks.

Agents GenAI Applications MultiModal NLP Prompt Engineering

Building toward Computer Use with Anthropic

Short Course・

Building toward Computer Use with Anthropic

Learn how an AI Assistant is built to use and accomplish tasks on computers.

AI Safety Agents Chatbots GenAI Applications Generative Models MultiModal Prompt Engineering Task Automation

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

Build Apps with Windsurf’s AI Coding Agents

Short Course・

Build Apps with Windsurf’s AI Coding Agents

Learn to build, debug, and deploy applications with an Agentic AI-powered integrated development environment.

AI in Software Development Agents GenAI Applications Prompt Engineering Search and Retrieval Task Automation

Event-Driven Agentic Document Workflows

Short Course・

Event-Driven Agentic Document Workflows

Build an event-driven agentic workflow to process documents and fill forms using RAG and human-in-the-loop feedback.

Agents Document Processing Embeddings Event-Driven AI GenAI Applications RAG Search and Retrieval Task Automation Vector Databases

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

Vibe Coding 101 with Replit

Short Course・

Vibe Coding 101 with Replit

Design, build, and deploy apps with an AI coding agent in an integrated web development environment.

AI in Software Development Agents GenAI Applications Prompt Engineering

Building AI Browser Agents

Short Course・

Building AI Browser Agents

Build agents that navigate and interact with websites, and learn how to make them more reliable.

AI Frameworks Agents Evaluation and Monitoring Fine-Tuning GenAI Applications 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

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

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