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Learn Convolutional Neural Networks training with optim package in less than an hour with Alfredo Canziani. Includes practical projects and animations.
Learn Lua programming in less than an hour with Alfredo Canziani. The syllabus covers basics like strings, arrays, tables, and functions.
Explore PCA, AE, K-means, Gaussian mixture models, sparse coding, and VAE in a 1-2 hour online program by Alfredo Canziani, featuring Yann LeCun.
Explore differentiable associative memories, attention, and transformers in a 2-3 hour program by Alfredo Canziani, featuring Yann LeCun. Delve into reasoning, planning, and optimal control.
Explore self-supervised learning and variational inference in this 1-2 hour program by Alfredo Canziani. Dive into GANs, sparse modeling, amortized inference, and more.
Learn predictive control in stochastic environments with Alfredo Canziani. Expect 1-2 hours of material covering RGB representation and lane cost.
Explore latent variable models, structured prediction, and various loss functions with Alfredo Canziani. Learn from Yann LeCun in this 1-2 hour study.
Dive into joint embedding methods and latent variable energy-based models with Alfredo Canziani's 1-2 hour program, featuring speaker Yann LeCun. Explore predictive models, inference, and more.
Learn truck backing techniques with Alfredo Canziani in a 1-2 hour program, covering vehicle configuration, manual parking tests, and emulator training strategy.
Learn ConvNets in practice with Alfredo Canziani in under an hour. Topics include object detection, face detection, semantic segmentation, and network comparison.
Explore recurrent and convolutional nets, parameter sharing, and gradient techniques in this 1-2 hour online material by Alfredo Canziani, featuring Yann LeCun.
Learn about non-linear functions, cost functions, and various architectures from Yann LeCun in this 1-2 hour material by Alfredo Canziani.
Learn supervised learning, parametrised models, gradient descent, and backpropagation with Alfredo Canziani's 1-2 hour material, featuring Yann LeCun.
Learn planning and control strategies with Alfredo Canziani in a 1-2 hour session, covering state transition equations, numerical examples, and PyTorch implementation of optimal control examples.
Explore machine translation techniques with Alfredo Canziani's 1-2 hour program. Learn about beam search, alignment, evaluation, and tackle case studies like Nepali-English translation.
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