Aladdin Persson Courses

NeRFs- Neural Radiance Fields - Paper Explained

1 review

Explore neural radiance fields for 3D scene representation and view synthesis, covering network architecture, key concepts, learning process, and advanced techniques.

• YouTube
• 20 minutes
• On-Demand
• Free Video

Graph Neural Networks- A Gentle Introduction

1 review

Gentle introduction to Graph Neural Networks, covering key concepts, properties, and variants. Learn about graph representation, information propagation, and common tasks in this emerging field of machine learning.

• YouTube
• 29 minutes
• On-Demand
• Free Video

Experimenting with Alpaca & LLaMA

Explore Alpaca and LLaMA models in real-time, gaining hands-on experience with cutting-edge language AI technologies and their practical applications.

• YouTube
• 1 hour 39 minutes
• On-Demand
• Free Video

Everything You Need to Know About GPT-4

Comprehensive overview of GPT-4's capabilities, improvements, and potential applications, exploring its advancements in language understanding and generation compared to previous models.

• YouTube
• 21 minutes
• On-Demand
• Free Video

What's LLaMA? ChatLLaMA? - And Some ChatGPT/InstructGPT

Explore LLaMA, ChatLLaMA, and other language models, understanding their capabilities, differences, and potential applications in AI and natural language processing.

• YouTube
• 1 hour 20 minutes
• On-Demand
• Free Video

Latent Dirichlet Allocation Tutorial

Explore Latent Dirichlet Allocation in Python: Learn to implement this powerful topic modeling technique for text analysis and document classification.

• YouTube
• 27 minutes
• On-Demand
• Free Video

Finetuning Whisper with Huggingface and Pytorch Lightning

Explore fine-tuning Whisper using Hugging Face and PyTorch Lightning for advanced speech recognition. Learn techniques to enhance model performance and adapt it to specific use cases.

• YouTube
• 6 hours 19 minutes
• On-Demand
• Free Video

ESRGAN Paper Walkthrough

Detailed walkthrough of the ESRGAN paper, exploring enhanced super-resolution techniques using generative adversarial networks for improved image upscaling and restoration.

• YouTube
• 23 minutes
• On-Demand
• Free Video

ESRGAN Implementation From Scratch

Learn to implement ESRGAN, an advanced image super-resolution technique, from scratch. Gain hands-on experience in deep learning and computer vision through step-by-step coding.

• YouTube
• 35 minutes
• On-Demand
• Free Video

Variational Autoencoder Paper Walkthrough

Comprehensive walkthrough of the Variational AutoEncoder research paper, explaining key concepts, mathematical foundations, and practical applications in deep learning and generative modeling.

• YouTube
• 40 minutes
• On-Demand
• Free Video

Building a Dog Breed Identifier App From Scratch - DogNet

Learn to build a dog breed identifier app from scratch, covering data collection, model training, and deployment to the Google Play Store.

• YouTube
• 1 hour 5 minutes
• On-Demand
• Free Video

Building Our First Deep Learning App From Scratch - Hello MNIST

Develop a deep learning app for digit recognition using MNIST dataset, covering model creation, app development, and publishing on the Google Play Store.

• YouTube
• 2 hours 27 minutes
• On-Demand
• Free Video

Mean Average Precision Explained and PyTorch Implementation

Learn to calculate and implement Mean Average Precision (mAP) for evaluating object detection models, with a detailed explanation and hands-on PyTorch implementation from scratch.

• YouTube
• 28 minutes
• On-Demand
• Free Video

Intersection Over Union Explained and PyTorch Implementation

Comprehensive guide to Intersection over Union (IoU) in object detection, covering theory and practical implementation in PyTorch. Ideal for understanding this crucial metric.

• YouTube
• 22 minutes
• On-Demand
• Free Video

TensorFlow Tutorial - Model Subclassing with Keras - Part 8

Learn to build flexible TensorFlow models using Keras subclassing, including a ResNet-like model with skip connections. Gain advanced model creation skills beyond Sequential and Functional APIs.

• YouTube
• 23 minutes
• On-Demand
• Free Video