Aladdin Persson Courses

NeRFs- Neural Radiance Fields - Paper Explained

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Explore Neural Radiance Fields with Aladdin Persson in under an hour. Understand NeRF network architecture, volume rendering, and learn key tricks.

• YouTube
• 20 minutes
• On-Demand
• Free Online Course

YOLOv1 from Scratch

Learn to implement YOLO from scratch with Aladdin Persson's 1-2 hour material, covering architecture, loss function, dataset, and training setup.

• YouTube
• 1 hour 43 minutes
• On-Demand
• Free Online Course

Classifying Skin Cancer - TensorFlow Tutorial

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.

• YouTube
• 31 minutes
• On-Demand
• Free Online Course

TensorFlow Tutorial - Custom Dataset for Text with TextLineDataset

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.

• YouTube
• 30 minutes
• On-Demand
• Free Online Course

Complete TensorBoard Guide

Learn to use TensorBoard for loss plots, accuracy plots, image data visualization, confusion matrices, hyperparameter search, and more with Aladdin Persson's 1-2 hour tutorial.

• YouTube
• 1 hour 23 minutes
• On-Demand
• Free Online Course

TensorFlow Tutorial - TensorFlow Datasets

Learn to use TensorFlow Datasets for image classification and sentiment analysis in this concise tutorial by Aladdin Persson. Less than 1-hour workload.

• YouTube
• 30 minutes
• On-Demand
• Free Online Course

How to Build Custom Datasets for Text in PyTorch

Learn to build custom datasets for text in Pytorch with Aladdin Persson in under an hour, focusing on image captioning and text data handling.

• YouTube
• 35 minutes
• On-Demand
• Free Online Course

Pytorch Transformers for Machine Translation

Learn to build a Seq2Seq with Transformers in Pytorch for machine translation from German to English, in under an hour with Aladdin Persson.

• YouTube
• 34 minutes
• On-Demand
• Free Online Course

Pytorch Transformers from Scratch - Attention Is All You Need

Learn to implement Pytorch Transformers from scratch with Aladdin Persson in under an hour, including a review of the original "Attention is all you need" paper.

• YouTube
• 57 minutes
• On-Demand
• Free Online Course

Pytorch Seq2Seq Tutorial for Machine Translation

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.

• YouTube
• 51 minutes
• On-Demand
• Free Online Course

Pytorch TensorBoard Tutorial

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.

• YouTube
• 30 minutes
• On-Demand
• Free Online Course

Whisper Paper Explained - Robust Speech Recognition via Large-Scale Weak Supervision

Explore robust speech recognition through weak supervision with Aladdin Persson in under an hour. Understand the Whisper paper, its approach, and results.

• YouTube
• 33 minutes
• On-Demand
• Free Online Course

Graph Convolutional Network Paper Explained

Understand Graph Convolutional Networks in less than an hour with Aladdin Persson. Learn problem introduction, GCN operation, theory, node classification, and conclusions.

• YouTube
• 27 minutes
• On-Demand
• Free Online Course

Latent Dirichlet Allocation with Gibbs Sampling Explained

Explore Latent Dirichlet Allocation and Gibbs Sampling with Aladdin Persson in under an hour. Learn topic modelling, posterior inference, and implementation.

• YouTube
• 33 minutes
• On-Demand
• Free Online Course

Variational Autoencoder From Scratch in PyTorch

Learn to build a Variational Autoencoder from scratch in PyTorch with Aladdin Persson in under an hour.

• YouTube
• 40 minutes
• On-Demand
• Free Online Course