📖 List of Free GenAI Courses
LLM Basics and Foundations
- Large Language Models by ETH Zurich
- Understanding Large Language Models by Princeton
- Transformers course by Huggingface
- NLP course by Huggingface
- CS324 - Large Language Models by Stanford
- Generative AI with Large Language Models by Coursera
- Introduction to Generative AI by Coursera
- Generative AI Fundamentals by Google Cloud
- Introduction to Large Language Models by Google Cloud
- Introduction to Generative AI by Google Cloud
- Generative AI Concepts by DataCamp (Daniel Tedesco Data Lead @ Google)
- 1 Hour Introduction to LLM (Large Language Models) by WeCloudData
- LLM Foundation Models from the Ground Up - Primer by Databricks
- Generative AI Explained by Nvidia
- Transformer Models and BERT Model by Google Cloud
- Generative AI Learning Plan for Decision Makers by AWS
- Introduction to Responsible AI by Google Cloud
- Fundamentals of Generative AI by Microsoft Azure
- Generative AI for Beginners by Microsoft
- ChatGPT for Beginners: The Ultimate Use Cases for Everyone by Udemy
- [1hr Talk] Intro to Large Language Models by Andrej Karpathy
- ChatGPT for Everyone by Learn Prompting
- Large Language Models (LLMs) (In English) by Kshitiz Verma (JK Lakshmipat University, Jaipur, India)
Building LLM Applications
- LLMOps: Building Real-World Applications With Large Language Models by Udacity
- Full Stack LLM Bootcamp by FSDL
- Generative AI for beginners by Microsoft
- Large Language Models: Application through Production by Databricks
- Generative AI Foundations by AWS
- Introduction to Generative AI Community Course by ineuron
- LLM University by Cohere
- LLM Learning Lab by Lightning AI
- Functions, Tools and Agents with LangChain by Deeplearning.AI
- LangChain for LLM Application Development by Deeplearning.AI
- LLMOps by DeepLearning.AI
- Automated Testing for LLMOps by DeepLearning.AI
- Building RAG Agents with LLMs by Nvidia
- Building Generative AI Applications Using Amazon Bedrock by AWS
- Efficiently Serving LLMs by DeepLearning.AI
- Building Systems with the ChatGPT API by DeepLearning.AI
- Serverless LLM apps with Amazon Bedrock by DeepLearning.AI
- Building Applications with Vector Databases by DeepLearning.AI
- Automated Testing for LLMOps by DeepLearning.AI
- LLMOps by DeepLearning.AI
- Build LLM Apps with LangChain.js by DeepLearning.AI
- Advanced Retrieval for AI with Chroma by DeepLearning.AI
- Operationalizing LLMs on Azure by Coursera
- Generative AI Full Course – Gemini Pro, OpenAI, Llama, Langchain, Pinecone, Vector Databases & More by freeCodeCamp.org
- Training & Fine-Tuning LLMs for Production by Activeloop
Prompt Engineering, RAG and Fine-Tuning
- LangChain & Vector Databases in Production by Activeloop
- Reinforcement Learning from Human Feedback by DeepLearning.AI
- Building Applications with Vector Databases by DeepLearning.AI
- Finetuning Large Language Models by Deeplearning.AI
- LangChain: Chat with Your Data by Deeplearning.AI
- Building Systems with the ChatGPT API by Deeplearning.AI
- Prompt Engineering with Llama 2 by Deeplearning.AI
- Building Applications with Vector Databases by Deeplearning.AI
- ChatGPT Prompt Engineering for Developers by Deeplearning.AI
- Advanced RAG Orchestration series by LlamaIndex
- Prompt Engineering Specialization by Coursera
- Augment your LLM Using Retrieval Augmented Generation by Nvidia
- Knowledge Graphs for RAG by Deeplearning.AI
- Open Source Models with Hugging Face by Deeplearning.AI
- Vector Databases: from Embeddings to Applications by Deeplearning.AI
- Understanding and Applying Text Embeddings by Deeplearning.AI
- JavaScript RAG Web Apps with LlamaIndex by Deeplearning.AI
- Quantization Fundamentals with Hugging Face by Deeplearning.AI
- Preprocessing Unstructured Data for LLM Applications by Deeplearning.AI
- Retrieval Augmented Generation for Production with LangChain & LlamaIndex by Activeloop
- Quantization in Depth by Deeplearning.AI
Evaluation
- Building and Evaluating Advanced RAG Applications by DeepLearning.AI
- Evaluating and Debugging Generative AI Models Using Weights and Biases by Deeplearning.AI
- Quality and Safety for LLM Applications by Deeplearning.AI
- Red Teaming LLM Applications by Deeplearning.AI
Multimodal
- How Diffusion Models Work by DeepLearning.AI
- How to Use Midjourney, AI Art and ChatGPT to Create an Amazing Website by Brad Hussey
- Build AI Apps with ChatGPT, DALL-E and GPT-4 by Scrimba
- 11-777: Multimodal Machine Learning by Carnegie Mellon University