Aladdin Persson Courses

NeRFs- Neural Radiance Fields - Paper Explained

1 rating

An explanation of how NeRFs reconstruct 3D scenes from multi-view images and synthesize new viewpoints using volume rendering and neural networks.

• YouTube
• 20 minutes
• Self-Paced
• Free Video

Graph Neural Networks- A Gentle Introduction

1 rating

Builds intuition for how graph neural networks propagate information through local neighborhoods using message passing, convolution, and attention.

• YouTube
• 29 minutes
• Self-Paced
• Free Video

Building DietGPT: Estimating Calories with RAG - Part 2

Learn how to build a calorie estimation system using GPT and RAG, covering dataset preparation, API integration, and results analysis for dietary applications.

• YouTube
• 12 minutes
• Self-Paced
• Free Video

Building DietGPT: Evaluating Model Performance - Part 3

Dive into practical metrics and evaluation techniques for Large Language Models, focusing on analyzing predictions, outliers, and performance visualization.

• YouTube
• 12 minutes
• Self-Paced
• Free Video

Netflix Trains a Foundation Model for Personalized Recommendations

Explore how Netflix trains a foundation model for personalized recommendations, covering data-centric approaches, tokenization, training efficiency, model objectives, unique challenges, and scaling strategies.

• YouTube
• 32 minutes
• Self-Paced
• Free Video

Vibe Coding: LLMs Role in Modern Programming

Explore how Large Language Models are transforming modern programming practices and workflows in this insightful examination of "vibe coding" trends.

• YouTube
• 21 minutes
• Self-Paced
• Free Video

How to Run Deepseek-R1 Locally for $6000

Learn how to build a $6000 local setup for running Deepseek-R1, with detailed hardware recommendations and step-by-step guidance.

• YouTube
• 10 minutes
• Self-Paced
• Free Video

Train Self-Supervised Models with LightlyTrain + DINOv2

Discover how to train self-supervised models using LightlyTrain and DINOv2, exploring implementation techniques and practical applications in just 11 minutes.

• YouTube
• 11 minutes
• Self-Paced
• Free Video

PyTorch Lightning Tutorials

Master PyTorch Lightning fundamentals from modules and trainers to multi-GPU training, metrics, callbacks, and TensorBoard logging for streamlined deep learning workflows.

• YouTube
• 1 hour 41 minutes
• Self-Paced
• Free Video

PyTorch Tutorials - Complete Deep Learning Course from Basics to Advanced Applications

Master PyTorch through comprehensive tutorials covering neural networks, CNNs, RNNs, GANs, transformers, computer vision, NLP, and advanced techniques from basic setup to complex implementations.

• YouTube
• 1 day 41 minutes
• Self-Paced
• Free Video

Generative Adversarial Networks - GANs Implementation from Scratch with PyTorch

Master Generative Adversarial Networks from basics to advanced architectures like DCGAN, WGAN, Pix2Pix, CycleGAN, ProGAN, and SRGAN with hands-on PyTorch implementations.

• YouTube
• 8 hours 34 minutes
• Self-Paced
• Free Video

Object Detection Series - Deep Learning

Master object detection fundamentals and implement YOLO architectures from scratch using PyTorch, covering key metrics like IoU, NMS, and mAP with hands-on coding.

• YouTube
• 4 hours 54 minutes
• Self-Paced
• Free Video

Machine Learning Algorithms - Implementation from Scratch in Python

Discover how to implement popular machine learning algorithms from scratch using Python, covering KNN, regression, clustering, SVM, and neural networks.

• YouTube
• 2 hours 11 minutes
• Self-Paced
• Free Video

360Brew: A Decoder-only Foundation Model for Personalised Ranking and Recommendation

Explore the 360Brew decoder-only foundation model for personalized ranking and recommendation systems in this academic paper review.

• YouTube
• 15 minutes
• Self-Paced
• Free Video

On Generative Agents in Recommendation

Explore the research paper on generative agents in recommendation systems, examining their potential applications and implications for personalized content delivery.

• YouTube
• 20 minutes
• Self-Paced
• Free Video