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Ilir Aliu
@IlirAliu_
Deep in robotics. Bringing together founders, investors & operators.
๊ฐ€์ž… April 2023
795 ํŒ”๋กœ์ž‰ ์ค‘    56.1K ํŒฌ
Deep learning curriculum for robotics. [๐Ÿ“ Link to Playlist below ] Modern robotics workflows often integrate deep learning models with traditional algorithms for mapping, localization, and control. This playlist builds it from scratch: Single neurons โ†’ Backprop โ†’ CNNs โ†’ Transformers โ†’ GANs โ†’ AlphaGo. Step by step. Taught by Prof. Bryce, one of the clearest educators in the field. 26 lectures covering: โ†’ CNNs (robotic vision & object detection) โ†’ Transformers (planning & foundation models)โ†’ LSTMs/RNNs (sequential decision-making) โ†’ GANs (synthetic training data) โ†’ AlphaGo (reinforcement learning for robot control) If youโ€™re building robots or trying to understand how they learn, this is the foundation. ๐Ÿ“
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