Short CourseAttention in Transformers: Concepts and Code in PyTorchUnderstand and implement the attention mechanism, a key element of transformer-based LLMs, using PyTorch.Deep LearningEmbeddingsGenAI ApplicationsMachine LearningNLPTransformersStatQuest
Short CourseHow Transformer LLMs WorkUnderstand the transformer architecture that powers LLMs to use them more effectively.Deep LearningEmbeddingsGenAI ApplicationsLLMOpsMachine LearningNLPRAGTransformersJay Alammar, Maarten Grootendorst
Short CoursePretraining LLMsLearn the essential steps to pretrain a large language model from scratch.Deep LearningEvaluation and MonitoringFine-TuningGenAI ApplicationsLLMOpsMachine LearningMathematical FoundationsTransformersUpstage
Short CoursePrompt 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 CourseChatGPT Prompt Engineering for DevelopersLearn the fundamentals of prompt engineering for ChatGPT. Learn effective prompting, and how to use LLMs for summarizing, inferring, transforming, and expanding.GenAI ApplicationsPrompt EngineeringTransformersOpenAI
