AI Skill Widget - DeepLearning.AI

AI Skill Widget

Chatbot
RAG (Retrieval Augmented Generation)
Fine-tuning LLMs
Agentic AI

Chatbot

Build a bot that can converse with users to deliver helpful information around a specific application area.

Course LLM Chats: How LLM provides support chatbot ChatGPT Prompt Engineering for Developers

Course Memory: Make sure your bot can remember what was said earlier LangChain for LLM Application development

Course Guardrails: Stop it from saying inappropriate things Safe and Reliable AI via Guardrails

Course RAG: Give your system the ability to draw on a knowledge base Building and Evaluating Advanced RAG Applications

🎓 Capstone (coming soon): Healthcare Virtual Assistant
Build an end-to-end medical information chatbot that can answer patient queries

RAG (Retrieval Augmented Generation)

Build a bot that can answer questions by querying a catalog of information

Course RAG workflow: Basics of a RAG system LangChain: Chat With your data

Course Vector Databases: Understand how data is stored using embeddings Building applications with vector databases

Course Data ingestion: Load many different datatypes into your system Preprocessing Unstructured Data for LLM Applications

Course Evaluation: Learn to assess and systematically improve your RAG system Building and Evaluating Advanced RAG Applications

🎓 Capstone (coming soon): Enterprise Knowledge Base Assistant
Create a system that can answer questions from your company’s documentation

Fine-tuning LLMs

Train an open LLM on your own data

Course Fine-tuning basics: Learn the main concepts of fine-tuning Finetuning large language models

Course Fine-tuning to improve your application Improving Accuracy of LLM Applicationss

Course Llama model: Learn about the popular Llama model, a popular base model to fine-tune Introducing multimodal Llama 3.2

Course Federated fine-tuning: How to carry out fine-tuning in a privacy-preserving way Federated Fine-tuning of LLMs with Private Data

🎓 Capstone (coming soon): Domain-Specific Language Model
Fine-tune an open-source LLM for your specific industry or use case

Agentic AI

Learn to build agentic workflows that prompt an LLM repeatedly to generate high-quality outputs

Course Multi AI Agents: Learn to coordinate teams of AI agents with the CrewAI framework Multi AI Agent Systems with crewAI

Course Detailed architecture design: Learn to design and build precisely controlled agentic workflows, using LangGraph AI Agents in LangGraph

Course Agentic design patterns: Learn the key design patterns of Reflection, tool use, planning and multi-agent collaboration with the Autogen framework AI Agentic Design Patterns with AutoGen

Course Agentic memory: Give your agent a large, long-term memory LLMs as Operating Systems: Agent Memory

🎓 Capstone (coming soon): Autonomous Research Assistant
Build an AI agent that can research topics and write comprehensive reports