DeepLearning.AI - Learning Platform

All Courses

Evaluating AI Agents

Short Course

Evaluating AI Agents

2 hours 16 mins

ChatGPT Prompt Engineering for Developers

Short Course

ChatGPT Prompt Engineering for Developers

1 hour 30 mins

LangChain for LLM Application Development

Short Course

LangChain for LLM Application Development

1 hour 38 mins

How Diffusion Models Work

Short Course

How Diffusion Models Work

36 mins

Building Systems with the ChatGPT API

Short Course

Building Systems with the ChatGPT API

1 hour 45 mins

LangChain Chat with your data

Short Course

LangChain Chat with your data

1 hour 8 mins

Building Machine Learning Demos with Gradio

Short Course

Building Machine Learning Demos with Gradio

49 mins

Evaluating and Debugging Generative AI

Short Course

Evaluating and Debugging Generative AI

Weights & Biases

50 mins

Large Language Models with Semantic Search

Short Course

Large Language Models with Semantic Search

1 hour 12 mins

Short Course

Finetuning Large Language Models

1 hour 25 mins

Developing Business Applications using LLMs via Semantic Kernel

Short Course

Developing Business Applications using LLMs via Semantic Kernel

1 hour 16 mins

Understanding and Applying Text Embeddings with Vertex AI

Short Course

Understanding and Applying Text Embeddings with Vertex AI

1 hour 16 mins

Pair Programing with a Large Language Model

Short Course

Pair Programing with a Large Language Model

1 hour 4 mins

Functions Tools and Agents with LangChain

Short Course

Functions Tools and Agents with LangChain

1 hour 44 mins

Vector Databases: from Embeddings to Applications

Short Course

Vector Databases: from Embeddings to Applications

55 mins

Quality and Safety for LLM Applications

Short Course

Quality and Safety for LLM Applications

1 hour 59 mins

Building and Evaluating Advanced RAG

Short Course

Building and Evaluating Advanced RAG

TruEra, LlamaIndex

1 hour 55 mins

Reinforcement Learning From Human Feedback

Short Course

Reinforcement Learning From Human Feedback

1 hour 16 mins

Advanced Retrieval for AI with Chroma

Short Course

Advanced Retrieval for AI with Chroma

53 mins

Build LLM Apps with LangChain.js

Short Course

Build LLM Apps with LangChain.js

1 hour 5 mins

LLMOps

Short Course

LLMOps

1 hour 21 mins

Automated Testing for LLMOps

Short Course

Automated Testing for LLMOps

52 mins

Building Applications with Vector Databases

Short Course

Building Applications with Vector Databases

1 hour 13 mins

Serverless LLM Amazon Bedrock

Short Course

Serverless LLM Amazon Bedrock

2 hours 6 mins

Prompt Engineering with Llama 2 & 3

Short Course

Prompt Engineering with Llama 2 & 3

1 hour 53 mins

Open Source Models with Hugging Face

Short Course

Open Source Models with Hugging Face

2 hours 1 mins

Knowledge Graphs for RAG

Short Course

Knowledge Graphs for RAG

1 hour 54 mins

Efficiently Serving LLMs

Short Course

Efficiently Serving LLMs

2 hours 31 mins

JavaScript RAG Web Apps with LlamaIndex

Short Course

JavaScript RAG Web Apps with LlamaIndex

36 mins

Red Teaming LLM Applications

Short Course

Red Teaming LLM Applications

1 hour 19 mins

Preprocessing Unstructured Data for LLM Applications

Short Course

Preprocessing Unstructured Data for LLM Applications

1 hour 10 mins

Quantization Fundamentals

Short Course

Quantization Fundamentals

1 hour 4 mins

Getting Started with Mistral

Short Course

Getting Started with Mistral

52 mins

Prompt Engineering for Vision Models

Short Course

Prompt Engineering for Vision Models

18 hours 36 mins

Quantization in Depth

Short Course

Quantization in Depth

2 hours 11 mins

Building Agentic RAG with Llamaindex

Short Course

Building Agentic RAG with Llamaindex

46 mins

Building Multimodal Search and RAG

Short Course

Building Multimodal Search and RAG

1 hour 23 mins

Multi AI Agent Systems with crewAI

Short Course

Multi AI Agent Systems with crewAI

2 hours 42 mins

Introduction to on-device AI

Short Course

Introduction to on-device AI

1 hour 1 mins

AI Agentic Design Patterns with AutoGen

Short Course

AI Agentic Design Patterns with AutoGen

Microsoft, Penn State University

1 hour 26 mins

AI Agents in LangGraph

Short Course

AI Agents in LangGraph

LangChain, Tavily

1 hour 25 mins

Building Your Own Database Agent

Short Course

Building Your Own Database Agent

1 hour 2 mins

Function-calling and data extraction with LLMs

Short Course

Function-calling and data extraction with LLMs

59 mins

Carbon Aware Computing for Gen AI developers

Short Course

Carbon Aware Computing for Gen AI developers

1 hour 38 mins

Short Course

Functions Tools and Agents with LangChain - Extra

1 min

Prompt Compression and Query Optimization

Short Course

Prompt Compression and Query Optimization

1 hour 39 mins

Pretraining LLMs

Short Course

Pretraining LLMs

1 hour 21 mins

Intro to Federated Learning

Short Course

Intro to Federated Learning

1 hour 10 mins

AI Python for Beginners

Course

AI Python for Beginners

DeepLearning.AI

4 hours 15 mins

Short Course

Federated Fine-tuning of LLMs with Private Data

1 hour 48 mins

Embedding Models: from Architecture to Implementation

Short Course

Embedding Models: from Architecture to Implementation

50 mins

Improving Accuracy of LLM Applications

Short Course

Improving Accuracy of LLM Applications

1 hour 41 mins

Building AI Applications With Haystack

Short Course

Building AI Applications With Haystack

1 hour 25 mins

Large Multimodal Model Prompting with Gemini

Short Course

Large Multimodal Model Prompting with Gemini

1 hour 56 mins

Multimodal RAG: Chat with Videos

Short Course

Multimodal RAG: Chat with Videos

1 hour 0 mins

Retrieval Optimization: From Tokenization to Vector Quantization

Short Course

Retrieval Optimization: From Tokenization to Vector Quantization

1 hour 32 mins

Introducing Multimodal Llama 3.2

Short Course

Introducing Multimodal Llama 3.2

1 hour 19 mins

Serverless Agentic Workflows with Amazon Bedrock

Short Course

Serverless Agentic Workflows with Amazon Bedrock

1 hour 34 mins

Practical Multi AI Agents and Advanced Use Cases with crewAI

Short Course

Practical Multi AI Agents and Advanced Use Cases with crewAI

2 hours 43 mins

LLMs as Operating Systems: Agent Memory

Short Course

LLMs as Operating Systems: Agent Memory

1 hour 19 mins

Safe and reliable AI via guardrails

Short Course

Safe and reliable AI via guardrails

1 hour 25 mins

Building an AI-Powered Game

Short Course

Building an AI-Powered Game

Together AI, AI Dungeon

56 mins

Collaborative Writing and Coding with OpenAI Canvas

Short Course

Collaborative Writing and Coding with OpenAI Canvas

50 mins

How Transformer LLMs Work

Short Course

How Transformer LLMs Work

Jay Alammar, Maarten Grootendorst

1 hour 34 mins

Build Long-Context AI Apps with Jamba

Short Course

Build Long-Context AI Apps with Jamba

1 hour 3 mins

Reasoning with o1

Short Course

Reasoning with o1

1 hour 10 mins

Building toward Computer Use with Anthropic

Short Course

Building toward Computer Use with Anthropic

1 hour 35 mins

Attention in Transformers: Concepts and Code in PyTorch

Short Course

Attention in Transformers: Concepts and Code in PyTorch

1 hour 6 mins

Event-Driven Agentic Document Workflows

Short Course

Event-Driven Agentic Document Workflows

59 mins