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