Git Product home page Git Product logo

Marcus Loke's Projects

ads_teaching icon ads_teaching

Teaching repo for Applied Data Science @ Columbia, a project-based course for data science skills (statistical thinking, machine learning, data engineering, team work, presentation, endurance of frustration, etc).

improving-retention-at-google icon improving-retention-at-google

This is my research experiment proposal to answer whether a raise in yearly increment percentages would improve the tenures of software engineers at Google. The proposal covers the literature review, research plan and simulation of effects (using R).

machine-learning-fairness icon machine-learning-fairness

Machine Learning Fairness: Maximizing Accuracy under Fairness Constraints (C-LR and C-SVM) and Information Theoretic Measures for Fairness-Aware Feature selection (FFS)

predict-airbnb-prices-nyc icon predict-airbnb-prices-nyc

I participated in a Kaggle competition where I predicted the prices of AirBnb rental listings in NYC using supervised machine learning techniques such as linear regression, trees and bootstrap (random forest and boosting).

recipe-generator icon recipe-generator

Created a recipe generator app that returns the user with a list of recipes that can be used with whatever available ingredients he/she has at home.

tackling-talent-retention-at-ibm icon tackling-talent-retention-at-ibm

I conducted sentiment analysis by scrapping data from Glassdoor and augmented the insights to a prediction model to predict the attrition at IBM. I also used clustering on internal IBM HR data before prediction to evaluate the model accuracy.

the-next-joe-coffee icon the-next-joe-coffee

I conducted sentiment analysis by scrapping data from Yelp to uncover coffee drinker preferences in NYC for Joe Coffee Company to have better positioning in the highly saturated coffee metropolis.

weakly-supervised-learning icon weakly-supervised-learning

Performed weakly supervised learning on CIFAR-10 images with noisy labels using convolutional neural networks (CNN).

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. 📊📈🎉

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google ❤️ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.