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Learn to code a simple neural network using the Pytorch-framework with Aladdin Persson's step-by-step guide. Less than 1 hour of material.
Learn to build a Seq2Seq model from scratch for machine translation with Aladdin Persson's tutorial, focusing on German to English sentences using the Multi30k dataset.
Dive into Pytorch's tensorboard with Aladdin Persson's in-depth guide, covering loss functions, accuracy, hyperparameter search, and image visualization in under an hour.
Explore robust speech recognition through weak supervision with Aladdin Persson in under an hour. Understand the Whisper paper, its approach, and results.
Understand Graph Convolutional Networks in less than an hour with Aladdin Persson. Learn problem introduction, GCN operation, theory, node classification, and conclusions.
Explore Latent Dirichlet Allocation and Gibbs Sampling with Aladdin Persson in under an hour. Learn topic modelling, posterior inference, and implementation.
Learn to build a Variational Autoencoder from scratch in PyTorch with Aladdin Persson in under an hour.
This course introduces the basics of Micro-Journalism - from finding prompts to engineering captions, to creating final images & arguments. Explore the concept & create compelling stories!
Learn to implement SRGAN from scratch with Aladdin Persson in under an hour, covering model implementation and VGG Loss Term.
Learn to detect facial keypoints using deep learning with Aladdin Persson in under an hour. Dive into data analysis, coding, and improving submission scores.
Learn to detect eye disease using deep learning with Aladdin Persson's concise guide, covering data analysis, baseline solutions, and various improvement strategies.
Learn to implement ProGAN from scratch with Aladdin Persson in a 1-2 hour material, covering model implementation, training setup, and evaluation.
Explore ProGAN with Aladdin Persson in less than an hour. Learn about progressive growing, MiniBatch Std, fading in new layers, and normalization.
Learn to implement CycleGAN from scratch in under an hour with Aladdin Persson, covering topics from introduction to training functions.
Learn to build EfficientNet from scratch in Pytorch with Aladdin Persson in under an hour, covering architecture config, implementation structure, and test case running.
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