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Explore ETA prediction using Graph Neural Networks in Google Maps with Aleksa Gordić's AI Epiphany in under an hour. Learn about graph formation, features, and inference work.
Dive deep into Temporal Graph Networks with Aleksa Gordić's AI Epiphany in under an hour. Learn about dynamic graphs, vectorized time representation, and paper details.
Understand OpenAI's CLIP, its method, comparison with SimCLR, zero-shot tasks, and more in less than an hour with Aleksa Gordić - The AI Epiphany.
Dive deep into Graph SAGE, the first paper to promote the use of GNNs for large graphs, in less than an hour with The AI Epiphany.
Dive deep into Graph Convolutional Networks with Aleksa Gordić's AI Epiphany, exploring methods, variations, and limitations in under an hour.
Dive deep into Graph Attention Networks with Aleksa Gordić's AI Epiphany, covering basic graph theory and detailed GAT workings in under an hour.
Understand the workings of the original transformer with Aleksa Gordić's detailed walkthrough, using a machine translation example. Learn tokenization, embeddings, and more in under an hour.
Learn to develop deep learning projects with a focus on transformers in under an hour with AI expert Aleksa Gordić.
Explore deep reinforcement learning for efficient chip placement with Aleksa Gordić's AI Epiphany in under an hour. Dive into key points, pipeline, results, and future research.
Dive deep into Non-Parametric Transformers with Aleksa Gordić's AI Epiphany, exploring key ideas, architecture, and connections to Graph Neural Networks and CNNs in under an hour.
Learn to implement DeepMind's DQN from scratch with Aleksa Gordić. Understand workflow, project organization, and DQN arguments in under an hour.
Understand EfficientNetV2 and its superiority in ImageNet accuracy in less than an hour with Aleksa Gordić. Learn about progressive training, Fused-MBConv layer, and novel reward function for NAS.
Understand MuZero, the latest agent in the AlphaGo lineage, with Aleksa Gordić's AI Epiphany. Learn how it plays without rules and achieves state-of-the-art results on Atari benchmark in under an hour.
Explore OpenAI's robotic hand simulation that solves Rubik's cube in under an hour with The AI Epiphany's Aleksa Gordić.
Understand AlphaGo Zero and AlphaZero, AI agents that mastered Go, Chess, and Shogi through self-play, in less than an hour with Aleksa Gordić.
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