Contrastive Pretraining (CLIP-style): Teaching Machines to See and Read at the Same Time
How CLIP learned to connect images and text in a shared space -- from first principles to implementation.
intermediate~3 hours3 notebooksContrastive LearningCLIPInfoNCE LossZero-Shot ClassificationDual EncodersVision TransformersMultimodal Embeddings
Curator of this Module
Dr. Rajat Dandekar
Course Instructor
Dr. Rajat Dandekar is a researcher and educator specializing in AI/ML, with a passion for making complex concepts accessible through intuitive explanations and hands-on learning.
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