Cette compilation de compétitions Kaggle autour de sujets inclassables peut vous faire gagner du temps dans vos propres Use Cases.

Facebook V: Predicting Check Ins

Wed 11 May 2016 – Wed 6 Jul 2016

The goal of this competition is to predict which place a person would like to check in to. For the purposes of this competition, Facebook created an artificial world consisting of more than 100,000 places located in a 10 km by 10 km square. For a given set of coordinates, your task is to return a ranked list of the most likely places.

Expedia Hotel Recommendations

Fri 15 Apr 2016 – Fri 10 Jun 2016

Which hotel type will an Expedia customer book?

Santa’s Stolen Sleigh

Tue 1 Dec 2015 – Fri 8 Jan 2016

Given the sleigh’s antiquated, weight-limited specifications, your challenge is to optimize the routes and loads Santa will take to and from the North Pole.

Coupon Purchase Prediction

Thu 16 Jul 2015 – Wed 30 Sep 2015

Predict which coupons a customer will buy

ECML/PKDD 15: Taxi Trajectory Prediction (I)

Mon 20 Apr 2015 – Wed 1 Jul 2015

Predict the destination of taxi trips based on initial partial trajectories

Learning Social Circles in Networks

Mon 24 Nov 2014 – Wed 7 Jan 2015

In this job scheduling problem, you will assign which elves work on which toys, at what time, and for how long. The goal is to complete all of the toys as early as possible, scaled by the natural log of the number of elves that work.

Helping Santa’s Helpers

Tue 6 May 2014 – Tue 28 Oct 2014

Model friend memberships to multiple circles

Higgs Boson Machine Learning Challenge

Mon 12 May 2014 – Mon 15 Sep 2014

Use the ATLAS experiment to identify the Higgs boson

The Random Number Grand Challenge

Mon 31 Mar 2014 – Tue 1 Apr 2014

Decode a sequence of pseudorandom numbers

Conway’s Reverse Game of Life

Mon 14 Oct 2013 – Sun 2 Mar 2014

Reverse the arrow of time in the Game of Life

Packing Santa’s Sleigh

Mon 2 Dec 2013 – Sun 26 Jan 2014

He’s making a list, checking it twice; to fill up his sleigh, he needs your advice

Personalize Expedia Hotel Searches - ICDM 2013

Tue 3 Sep 2013 – Mon 4 Nov 2013

Learning to rank hotels to maximize purchases

KDD Cup 2013 - Author-Paper Identification Challenge (Track 1)

Thu 18 Apr 2013 – Wed 26 Jun 2013

Determine whether an author has written a given paper

Influencers in Social Networks

Sat 13 Apr 2013 – Sun 14 Apr 2013

Predict which people are influential in a social network

Predicting Parkinson’s Disease Progression with Smartphone Data

Tue 5 Feb 2013 – Wed 27 Mar 2013

Can we objectively measure the symptoms of Parkinson’s disease with a smartphone? We have the data to find out!

Event Recommendation Engine Challenge

Fri 11 Jan 2013 – Wed 20 Feb 2013

Predict what events our users will be interested in based on user actions, event metadata, and demographic information.

Leaping Leaderboard Leapfrogs

Fri 14 Dec 2012 – Fri 8 Feb 2013

Provide creative visualizations of the Kaggle leaderboard

Visualize the State of Public Education in Colorado

Mon 10 Dec 2012 – Sun 20 Jan 2013

Using 3 years of school grading data supplied by the Colorado Department of Education and R-Squared Research, visually uncover trends in the Colorado public school system.

Traveling Santa Problem

Fri 14 Dec 2012 – Sat 19 Jan 2013

Solve ye olde traveling salesman problem to help Santa Claus deliver his presents

Facebook II - Mapping the Internet

Wed 24 Oct 2012 – Wed 21 Nov 2012

The Task: you will be given a path which, at one point in the training time period, was an optimal path from node A to B. The question is then to make a probalistic prediction, for each of the 5 test graphs, whether the given path is STILL an optimal path.

Follow the Money: Investigative Reporting Prospect

Fri 14 Sep 2012 – Mon 15 Oct 2012

Find hidden patterns, connections, and ultimately compelling stories in a treasure trove of data about US federal campaign contributions

Job Recommendation Challenge

Fri 3 Aug 2012 – Sun 7 Oct 2012

Predict which jobs users will apply to

Practice Fusion Analyze This! 2012 - Open Challenge

Thu 7 Jun 2012 – Mon 10 Sep 2012

Start digging into electronic health records and submit your creative, insightful, and visually striking analyses.

Harvard Business Review ‘Vision Statement’ Prospect

Sat 18 Aug 2012 – Mon 27 Aug 2012

Your Analysis and/or Visualization featured in the Harvard Business Review

Million Song Dataset Challenge

Thu 26 Apr 2012 – Thu 9 Aug 2012

Predict which songs a user will listen to.

EMI Music Data Science Hackathon - July 21st - 24 hours

Sat 21 Jul 2012 – Sun 22 Jul 2012

Can you predict if a listener will love a new song?

Facebook Recruiting Competition

Tue 5 Jun 2012 – Tue 10 Jul 2012

The challenge is to recommend missing links in a social network. Participants will be presented with an external anonymized, directed social graph (no, not Facebook, keep guessing) from which some edges have been deleted, and asked to make ranked predictions for each user in the test set of which other users they would want to follow.

Practice Fusion Analyze This! 2012 - Prediction Challenge

Thu 7 Jun 2012 – Sat 30 Jun 2012

Start digging into electronic health records and submit your ideas for the most promising, impactful or interesting predictive modeling competitions

Semi-Supervised Feature Learning

Sat 24 Sep 2011 – Mon 17 Oct 2011

There’s been a lot of recent work done in unsupervised feature learning for classification and there are a ton of older methods that also work well. The purpose of this competition is to find out which of these methods work best on relatively large-scale high dimensional learning tasks.