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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.
Learn to solve the Santander Kaggle Transaction Competition with Aladdin Persson's top 1% solution in under an hour. Gain insights into data understanding, feature engineering, and neural networks.
Learn to implement U-NET for semantic image segmentation from scratch in less than an hour with Aladdin Persson. Includes training setup and evaluation.
Learn data augmentation using Albumentations with a PyTorch focus in less than an hour with Aladdin Persson. Covers classification, segmentation, and detection.
Learn to implement WGAN and WGAN-GP in PyTorch with Aladdin Persson in under an hour, focusing on improving the stability of training.
Learn to build a generative adversarial network using convolutional neural networks with Aladdin Persson in under an hour. Train it on the CelebA dataset.
Learn to implement YOLO from scratch with Aladdin Persson's 1-2 hour material, covering architecture, loss function, dataset, and training setup.
Learn to build a model with TensorFlow to classify skin lesions as benign or malignant in this beginner project by Aladdin Persson. Less than 1-hour workload.
Learn to create an input pipeline for text data with Aladdin Persson's tutorial, focusing on TextLineDataset. Ideal for handling various text data structures in under 1 hour.
Dive into StyleGAN with Aladdin Persson in under an hour, exploring topics like style-based generators, architecture, image quality, and training details.
Dive into Graph Neural Networks with Aladdin Persson in under an hour. Learn graph representation, GNN workings, information propagation, and explore GNN variants.
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