My blog posts about Maths, AI/ML – Lam Dinh

Building SoTA Convolution Neural Networks for Image Recognition

CNN

Resnet

MNIST

IMAGENETTE

Code

In this blog post, we will explore the architecture of Convolution Neural Networks (CNN) and how they have been used to achieve state-of-the-art performance in image…

Recommendation System with Collaborative Filtering

Recommendation

Collaborative Filtering

Code

In this blog, we are going to dive into collaborative filtering which is a part of recommendation algorithms used in Netflix. Netflix may not know these particular…

Fine-tuning a Language Model for Sentiment Classification

NLP

Language Model

Transfer Learning

Code

In this blog, we are going to deep dive into natural language processing (NLP) using Deep Learning (info). Relying on the pretrained language model, we are going to…