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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 FrameworksAgentsEvaluation and MonitoringFine-TuningGenAI ApplicationsTask Automation
  • AGI Inc
AGI Inc
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 FrameworksAI in Software DevelopmentAgentsDocument ProcessingGenAI ApplicationsPrompt EngineeringRAGTask Automation
  • Haystack
Haystack
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
Federated Fine-tuning of LLMs with Private Data
Short Course

Federated Fine-tuning of LLMs with Private Data

Learn how to securely fine-tune large language models (LLMs) with private data using federated methods, enhancing data privacy, minimizing risks of data leakage, and optimizing efficiency through Parameter-Efficient Fine-Tuning (PEFT) and Differential Privacy.

AI Frameworks
  • Flower Labs
Flower Labs
Intro to Federated Learning
Short Course

Intro to Federated Learning

Build and fine-tune LLMs across distributed data using a federated learning framework for better privacy.

AI Frameworks
  • Flower Labs
Flower Labs
AI Agents in LangGraph
Short Course

AI Agents in LangGraph

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

AI FrameworksAgentsChatbotsDocument ProcessingGenAI ApplicationsGenerative ModelsSearch and Retrieval
  • LangChain
  • Tavily
LangChain, Tavily
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 FrameworksAgentsGenAI ApplicationsRAGTask Automation
  • Microsoft
  • Penn State University
Microsoft, Penn State University
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 FrameworksAI in Software DevelopmentAgentsGenAI ApplicationsRAGTask Automation
  • crewAI
crewAI
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 FrameworksAgentsGenAI ApplicationsPrompt EngineeringRAGSearch and Retrieval
  • LlamaIndex
LlamaIndex
JavaScript RAG Web Apps with LlamaIndex
Short Course

JavaScript RAG Web Apps with LlamaIndex

Build a full-stack web application that uses RAG capabilities to chat with your data. Learn to build a RAG application in JavaScript, using an intelligent agent to answer queries.

AI FrameworksGenAI ApplicationsPrompt EngineeringRAGSearch and Retrieval
  • LlamaIndex
LlamaIndex
Build LLM Apps with LangChain.js
Short Course

Build LLM Apps with LangChain.js

Expand your toolkit with LangChain.js, a JavaScript framework for building with LLMs. Understand the fundamentals of using LangChain to orchestrate and chain modules.

AI FrameworksChatbotsGenAI ApplicationsPrompt EngineeringRAGSearch and Retrieval
  • LangChain
LangChain
Building and Evaluating Advanced RAG
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 FrameworksEvaluation and MonitoringGenAI ApplicationsLLMOpsRAGSearch and Retrieval
  • TruEra
  • LlamaIndex
TruEra, LlamaIndex
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 FrameworksAgentsChatbotsGenerative ModelsPrompt EngineeringRAG
  • LangChain
LangChain
How Business Thinkers Can Start Building AI Plugins With Semantic Kernel
Short Course

How Business Thinkers Can Start Building AI Plugins With Semantic Kernel

Learn Microsoft's open source orchestrator, Semantic Kernel and use LLM building blocks such as memory, connectors, chains and planners in your apps.

AI FrameworksChatbotsGenAI ApplicationsPrompt EngineeringRAG
  • Microsoft
Microsoft
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 FrameworksAgentsChatbotsGenerative ModelsPrompt EngineeringRAG
  • LangChain
LangChain