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 CourseIntroduction to on-device AIDeploy AI for edge devices and smartphones. Learn model conversion, quantization, and how to modify for deployment on diverse devices. Data ProcessingDeep LearningCompression and QuantizationOn-Device AIQualcomm
Short CourseFinetuning Large Language ModelsDiscover when to use finetuning vs prompting for LLMs. Select suitable open-source models, prepare data, and train & evaluate for your specific domain.Deep LearningFine-TuningTransformersLamini
Short CourseHow 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
