James Le's repositories
cracking-the-data-science-interview
A Collection of Cheatsheets, Books, Questions, and Portfolio For DS/ML Interview Prep
technical-interview-prep
These are coding solutions for problems I study while preparing for technical interviews at tech companies
computer-networking
Lecture Slides for Philip Levis and Nick McKeown's "Introduction to Computer Networking" Stanford course
computer-vision
Programming Assignments and Lectures for Stanford's CS 231: Convolutional Neural Networks for Visual Recognition
natural-language-processing
Programming Assignments and Lectures for Stanford's CS 224: Natural Language Processing with Deep Learning
fashion-recommendation
A clothing retrieval and visual recommendation model for fashion images.
statistical-learning
Lecture Slides and R Sessions for Trevor Hastie and Rob Tibshinari's "Statistical Learning" Stanford course
neural-nets
Programming Assignments and Lectures for Geoffrey Hinton's "Neural Networks for Machine Learning" Coursera course
applied-machine-learning
A step-by-step guide to get started with Applied Machine Learning
fashion-mnist
4 different image classification ConvNets models for Fashion-MNIST dataset
deep-learning
Assignmends done for Udacity's Deep Learning MOOC with Vincent Vanhoucke
complete-guide-to-deep-learning
This guide is for those who know some math, know some programming language and now want to dive deep into deep learning
machine-learning
Programming Assignments and Lectures for Andrew Ng's "Machine Learning" Coursera course
data-mining
Lecture slides and quizzes for Leskovec, Rajaraman, and Ullman's "Mining of Massive Datasets" Stanford course
spotify-artists-analysis
An exploratory data analysis and data visualization project using data from Spotify Web API
deep-reinforcement-learning
Programming Assignments and Lectures for UC Berkeley's CS 294: Deep Reinforcement Learning
trip-optimizer
Travel Time Optimization via Ant Colony and Genetic Evolution
world-cup-2018
An exploratory data analysis and data visualization project for World Cup 2018
instacart-orders
Instacart Market Basket Analysis challenge
tensorflow-machine-learning
Implementing Machine Learning tasks using Tensorflow framework
airbnb-cities
Data Analysis and Visualization on Airbnb Data
ml-deployment-with-django
Tutorial on Deploy Machine Learning Models with Django from https://www.deploymachinelearning.com/
operating-systems
Programming Assignments for Georgia Tech's "Introduction to Operating Systems" Udacity course
course-gitbook
Full Stack Deep Learning Online Course
tweetme-django
Build a Twitter-like web app step-by-step with Django, jQuery, and Bootstrap!
khanhnamle1994
All about James Le
neural-collaborative-filtering
pytorch version of neural collaborative filtering