Aladdin Persson Courses

Pytorch Neural Network Example

Step-by-step guide to building a simple neural network using PyTorch, covering network creation, data handling, loss calculation, and accuracy evaluation.

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

Paper Time - The Netflix Recommender System

Explore Netflix's innovative recommender system, its algorithms, and impact on user experience in this in-depth analysis of personalized content delivery.

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

FrugalGPT: How to Not Get Broke Using GPT4

Learn cost-effective strategies for utilizing GPT-4, maximizing its potential while minimizing expenses. Discover tips and tricks to optimize your usage and get the most value from this powerful AI tool.

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

Google PALM2 - Is It Better Than GPT4?

Explore the capabilities of Google's PALM2 language model and compare its performance to GPT-4, examining key features and potential applications in AI technology.

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

Are LLMs the Future of Recommender Systems?

Explore the potential of Large Language Models in revolutionizing recommender systems, discussing their advantages, challenges, and future implications for personalized content delivery.

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

Deep Neural Networks for YouTube Recommendations

Explore deep neural networks for YouTube recommendations, analyzing the architecture and techniques used to enhance user experience and content discovery on the platform.

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

Matrix Factorization Techniques for Recommender Systems

Explore matrix factorization techniques for building effective recommender systems, covering key concepts and practical implementation strategies.

• YouTube
• 1 hour 14 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

Pytorch Seq2Seq with Attention for Machine Translation

Build a Seq2Seq model with Attention in PyTorch for German-to-English machine translation, applying it to the Multi30k dataset and learning from scratch.

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

Pytorch Text Generator With Character Level LSTM

Learn to build a character-level LSTM text generator in PyTorch, focusing on generating new baby names. Explore practical implementation of RNNs for creative text generation tasks.

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

Neural Network from Scratch - Machine Learning Python

Implement a neural network using Python and numpy, focusing on the coding aspects while building upon previously explained mathematical concepts.

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

K-Nearest Neighbor From Scratch - Machine Learning Python

Implementación desde cero del clasificador K-Nearest Neighbor en Python, incluyendo una versión intuitiva y otra eficiente sin bucles para el aprendizaje automático.

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

Pytorch ResNet Implementation from Scratch

Learn to implement ResNet models (ResNet50, ResNet101, ResNet152) from scratch using PyTorch. Gain insights into the architecture and practical coding techniques for deep learning.

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