Short Course・1 hour 37 minsBuilding toward Computer Use with AnthropicLearn how an AI Assistant is built to use and accomplish tasks on computers.AI SafetyAgentsChatbotsGenAI ApplicationsGenerative ModelsMultiModalPrompt EngineeringTask AutomationAnthropic
Short Course・1 hour 4 minsBuild Long-Context AI Apps with JambaBuild LLM apps that can process very long documents using the Jamba modelDocument ProcessingGenAI ApplicationsGenerative ModelsNLPPrompt EngineeringRAGAI21 labs
Short Course・56 minsBuilding an AI-Powered GameLearn to build with LLMs by creating a fun interactive game from scratch.AI SafetyAI in Software DevelopmentGenAI ApplicationsGenerative ModelsLLMOpsPrompt EngineeringTogether AI, AI Dungeon
Short Course・2 hours 39 minsPractical Multi AI Agents and Advanced Use Cases with crewAIBuild agents that collaborate to solve complex business tasks.AgentsChatbotsGenAI ApplicationsGenerative ModelsTask AutomationcrewAI
Short Course・1 hour 34 minsServerless Agentic Workflows with Amazon BedrockEfficiently handle time-varying workloads with serverless agentic workflows and responsible agents built on Amazon Bedrock.AgentsChatbotsGenAI ApplicationsGenerative ModelsRAGTask AutomationAWS
Short Course・1 hour 19 minsIntroducing Multimodal Llama 3.2Try out the features of the new Llama 3.2 models to build AI applications with multimodality.AgentsChatbotsComputer VisionFine-TuningGenAI ApplicationsGenerative ModelsMultiModalPrompt EngineeringMeta
Short Course・1 hour 33 minsRetrieval Optimization: Tokenization to Vector QuantizationBuild faster and more relevant vector search for your LLM applicationsGenerative ModelsQdrant
Short Course・1 hour 58 minsLarge Multimodal Model Prompting with GeminiLearn best practices for multimodal prompting using Google’s Gemini model.Generative ModelsGoogle Cloud
Course・10 hours 15 minsAI Python for BeginnersLearn Python programming with AI assistance. Gain skills writing, testing, and debugging code efficiently, and create real-world AI applications.Generative ModelsPrompt EngineeringDeepLearning.AI
Short Course・1 hour 32 minsAI Agents in LangGraphBuild agentic AI workflows using LangChain's LangGraph and Tavily's agentic search. AI FrameworksAgentsChatbotsDocument ProcessingGenAI ApplicationsGenerative ModelsSearch and RetrievalLangChain, Tavily
Short Course・1 hour 22 minsPrompt Engineering for Vision ModelsLearn prompt engineering for vision models using Stable Diffusion, and advanced techniques like object detection and in-painting. Computer VisionDiffusion ModelsFine-TuningGenerative ModelsPrompt EngineeringComet
Short Course・52 minsGetting Started with MistralExplore Mistral's open-source and commercial models, and leverage Mistral's JSON mode to generate structured LLM responses. Use Mistral's API to call user-defined functions for enhanced LLM capabilities.EmbeddingsGenerative ModelsPrompt EngineeringRAGMistral AI
Short Course・1 hour 4 minsQuantization Fundamentals with Hugging FaceLearn how to quantize any open-source model. Learn to compress models with the Hugging Face Transformers library and the Quanto library.Generative ModelsCompression and QuantizationMultiModalTransformersHugging Face
Short Course・1 hour 19 minsRed Teaming LLM ApplicationsLearn how to make safer LLM apps through red teaming. Learn to identify and evaluate vulnerabilities in large language model (LLM) applications.AI SafetyChatbotsGenerative ModelsLLMOpsPrompt EngineeringGiskard
Short Course・2 hours 30 minsEfficiently Serving LLMsUnderstand how LLMs predict the next token and how techniques like KV caching can speed up text generation. Write code to serve LLM applications efficiently to multiple users.Fine-TuningGenerative ModelsLLMOpsLLM ServingTransformersPredibase
Short Course・2 hours 3 minsOpen Source Models with Hugging FaceLearn how to easily build AI applications using open-source models and Hugging Face tools. Find and filter open-source models on Hugging Face Hub.ChatbotsGenerative ModelsMultiModalNLPPrompt EngineeringTransformersHugging Face
Short Course・1 hour 53 minsPrompt Engineering with Llama 2&3Learn best practices for prompting and selecting among Meta Llama 2 & 3 models. Interact with Meta Llama 2 Chat, Code Llama, and Llama Guard models.AI SafetyGenAI ApplicationsGenerative ModelsPrompt EngineeringTransformersMeta
Short Course・1 hour 12 minsReinforcement Learning From Human FeedbackGet an introduction to tuning and evaluating LLMs using Reinforcement Learning from Human Feedback (RLHF) and fine-tune the Llama 2 model.Fine-TuningGenerative ModelsLLMOpsTransformersGoogle Cloud
Short Course・1 hour 44 minsFunctions, Tools and Agents with LangChainLearn about the latest advancements in LLM APIs and use LangChain Expression Language (LCEL) to compose and customize chains and agents.AI FrameworksAgentsChatbotsGenerative ModelsPrompt EngineeringRAGLangChain
Short Course・50 minsEvaluating and Debugging Generative AILearn MLOps tools for managing, versioning, debugging, and experimenting in your ML workflow.Evaluation and MonitoringFine-TuningGenerative ModelsLLMOpsMLOpsMultiModalPrompt EngineeringWeights & Biases
Short Course・49 minsBuilding Generative AI Applications with GradioCreate and demo machine learning applications quickly. Share your app with teammates and beta testers on Hugging Face Spaces.ChatbotsDiffusion ModelsGenAI ApplicationsGenerative ModelsHugging Face
Short Course・1 hour 45 minsBuilding Systems with the ChatGPT APILearn to break down complex tasks, automate workflows, chain LLM calls, and get better outputs from LLMs. Evaluate LLM inputs and outputs for safety and relevance.AI SafetyChatbotsGenAI ApplicationsGenerative ModelsPrompt EngineeringOpenAI
Short Course・36 minsHow Diffusion Models WorkLearn and build diffusion models from the ground up, understanding each step. Learn about diffusion models in use today and implement algorithms to speed up sampling.Deep LearningDiffusion ModelsGenAI ApplicationsGenerative Models
Short Course・1 hour 38 minsLangChain for LLM Application DevelopmentUse the powerful and extensible LangChain framework, using prompts, parsing, memory, chains, question answering, and agents.AI FrameworksAgentsChatbotsGenerative ModelsPrompt EngineeringRAGLangChain