GithubHelp home page GithubHelp logo

hulalazz / mlatimperial2017 Goto Github PK

View Code? Open in Web Editor NEW

This project forked from yandexdataschool/mlatimperial2017

0.0 1.0 0.0 102.42 MB

Materials for the course of machine learning at Imperial College organized by Yandex SDA

Jupyter Notebook 99.90% Dockerfile 0.01% Python 0.09%

mlatimperial2017's Introduction

Machine Learning, Imperial College London 2017

Join the chat at https://gitter.im/MLatImperial2017/Lobby run at everware

A two-weeks in-depth course of machine learning organized by Yandex Data School at Imperial College. Contains theory and much practice!

Main topics:

  • python, scientific python (numpy, scipy, matplotlib)
  • python for data science (pandas, sklearn)
  • metric models
  • linear models
  • tree-based models and ensembles, in particular boosting
  • dimensionality reduction
  • tensor computations and neural networks (theano and keras)

Challenges

There were two challenges during the course:

  • restaraunt reviews classification
  • flavour tagging of B mesons

mlatimperial2017's People

Contributors

arogozhnikov avatar gitter-badger avatar

Watchers

Zhang JinXiong(张金雄) avatar

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.