15 open source projects by khanhnamle1994

Lecture Slides and R Sessions for Trevor Hastie and Rob Tibshinari's "Statistical Learning" Stanford course

A clothing retrieval and visual recommendation model for fashion images.

Programming Assignments and Lectures for Geoffrey Hinton's "Neural Networks for Machine Learning" Coursera course

A step-by-step guide to get started with Applied Machine Learning

PyTorch Implementations For A Series Of Deep Learning-Based Recommendation Models (IN PROGRESS)

Lecture slides and quizzes for Leskovec, Rajaraman, and Ullman's "Mining of Massive Datasets" Stanford course

A Collection of Cheatsheets, Books, Questions, and Portfolio For DS/ML Interview Prep

Programming Assignments and Lectures for Stanford's CS 231: Convolutional Neural Networks for Visual Recognition

Programming Assignments and Lectures for Stanford's CS 224: Natural Language Processing with Deep Learning

These are coding solutions for problems I study while preparing for technical interviews at tech companies

4 different recommendation engines for the MovieLens dataset.

Programming Assignments and Lectures for Andrew Ng's "Machine Learning" Coursera course

Assignmends done for Udacity's Deep Learning MOOC with Vincent Vanhoucke

An exploratory data analysis and data visualization project for World Cup 2018

Lecture Slides for Philip Levis and Nick McKeown's "Introduction to Computer Networking" Stanford course