Competition link link to a detailed tutorial solution thread in kaggle. With the availability of amazing quantities of data from new avenues such as social media as well as. Jun 21, 2016 it is also worth mentioning kaggle cli which is a python library providing an unofficial command line tool, to download and upload data. In this post ill share my experience and explain my approach for the kaggle right whale challenge. I took a step wise approach to cover various stages of model building. You may also refer to the post secret sauce to kaggle solutions for understanding approach to the solutions, feature engineering and algorithms used.
Microsoft is happy to use the kaggle platform to engage a rich community of amazing thinkers. Recognizing and localizing endangered right whales with. Benchmarks co mparing 1st and 50th place of k aggle competition with the. Everyone wants to better understand their customers. I used text mining and ensemble of 3 xgboost models. Slideshare uses cookies to improve functionality and performance, and to provide you with relevant advertising. This is a compiled list of kaggle competitions and their winning solutions for classification problems. He has been an active r programmer and developer for 5 years. Not necessarily always the 1st ranking solution, because we also learn what makes a stellar and just a good solution. None of the team members had ever used deep learning for eeg data, and so we were eager to see how well techniques that are generally applied to problems in computer vision and natural language. After a short discussion we started to tackle the prudential life insurance competition.
Walmart kaggle competition how i achieved a top 25% score in the walmart classification challenge view on github download. The competition microsoft maleware prediction was based on the questions whether or not a computer is infected by. Heres a quick approach to solve any kaggle competition. This is particularly useful when working on your aws instance. The checking code and notebooks used in kaggle learn courses. Dec, 2018 kaggle is a platform for data scientists to create data science projects, download datasets, and participate in contests. In this stream, im going to be attempting the nyc taxi duration prediction challenge. Kagglecli is a command line tool that will let you download kaggle data and submit entries from the command line. Summary this document describes my part of the 2nd prize solution to the data science bowl 2017 hosted by.
Kaggle winning solution xgboost algorithm let us learn from its author, tong he. If you are facing a data science problem, there is a good chance that you can find inspiration here. The titanic challenge hosted by kaggle is a competition in which the goal is to predict the survival or the death of a given passenger based on a set of variables describing him such as his age, his sex, or his passenger class on the boat i have been playing with the titanic dataset for a while, and i have. The purpose to complie this list is for easier access and. Kaggle winning solution xgboost algorithm learn from its. Kaggle winning solution xgboost algorithm let us learn. The malware industry continues to be a wellorganized, wellfunded market dedicated to evading traditional security measures. To get started with it, first ssh into your aws instance. Jan 08, 2015 in this post ill share my experience and explain my approach for the kaggle right whale challenge. If you continue browsing the site, you agree to the use of cookies on this website. Kaggle is a platform for data scientists to create data science projects, download datasets, and participate in contests. Summary this document describes my part of the 2nd prize solution to the data science bowl 2017 hosted by kaggle. Downloads kaggle data handwriting recognition github. Digit recognizer introduction to kaggle competitions.
Jul 27, 2018 join me as i attempt a kaggle challenge live. My apologies, have been very busy the past few months. Become proficient with any one of the language python, r or sas or the tool of your choice. In this tutorial, ive built a predictive model on whats cooking. Kaggle, a popular platform for data science competitions, can be intimidating for beginners to get into. Walmart kaggle competition by kaslemr github pages. Santander product recommendation wed 26 oct 2016 wed 21 dec 2016. He is the author of the r package xgboost, currently one of the most popular. It shows that dicom, and several windows should be used over brain and. A searchable and sortable compilation of kaggle past solutions. Code that won kaggle microsoft malware classification competition s. You can find our first steps on github in the prudential repository. Past competitions and solutions july 2016 etc kaggle blog.
Find open datasets and machine learning projects kaggle. Contribute to abhinavsagarkagglesolutions development by creating an account on. This page could be improved by adding more competitions and. If both your full name andor a recent picture are not visible here, please update your github profile.
Not necessarily always the 1st ranking solution, because we also learn what makes a. Using kaggle kernels with solution the solution can be found here. Goal of this repo is to provide the solutions of all data science competitionskaggle, data hack. All the materials can be cloned from github at the kaggledays2019gbdt repository. The kaggle talkingdata competition has finished, and the winners have kindly uploaded explanations of their approaches to the forums. Prototyping for whats cooking kaggle competition github. Explore popular topics like government, sports, medicine, fintech, food, more. Draper satellite image chronology fri 29 apr 2016 mon 27 jun 2016. Kaggle allows users to find and publish data sets, explore and build models in a webbased datascience environment, work with other data scientists and machine learning engineers, and enter competitions to solve data science challenges. Once a computer is infected by malware, criminals can hurt consumers and enterprises in many ways. The setting of the talkingdata competition was simple yet challenging, so many of the techniques used by the winners have wideranging applications in fact, i recently used one of the techniques to build a better model quickly, and it turned out to be very useful. This time the sponsor was our hosts company gesim, who took care of pizza, coke and beer. Sep 11, 2014 disclaimer i work at kaggle kaggle s platform is potentially a great fit for your problem, assuming you have some labelled ground truth data.
None of the team members had ever used deep learning for eeg data, and so we were eager to see how well techniques that are generally applied to. As most of people did, we applied three window brain, blood. I just released the code for our solution on github. Kaggles grasp and lift eeg detection competition 28 nov 2015. Our community includes many statisticians, machine learning engineers, and neuroscientists, and tend. Top teams boast decades of combined experience, tackling ambitious problems such as improving airport security or analyzing satellite data. Kaggle past solutions sortable and searchable compilation of solutions to past kaggle competitions. We use cookies on kaggle to deliver our services, analyze web traffic, and improve your experience on the site. Detailed descriptions of the challenge can be found on the kaggle competition page and this. Where problem sets will be distributedsubmitted ensure you can access the github organization by clicking github org above. Kaggle cli is a command line tool that will let you download kaggle data and submit entries from the command line. Ill by using a combination of pandas, matplotlib, and xgboost. Stack overflow for teams is a private, secure spot for you and your coworkers to find and share information.
Pdf learnings from kaggles forecasting competitions. Kaggle bike sharing demand prediction how to get in top 5. Jun 25, 2015 before you start warming up to participate in kaggle competition. Use over 19,000 public datasets and 200,000 public notebooks to. This repository contains my solutions to different kaggle competitions and datasets. We also have prepared a standalone windows installation using winpython just require us for the. Here are links to some amazing solutions to kaggle problems. We think this collaboration will result in better protection for microsoft customers and the internet at large. I recently participated in kaggles graspandlift eeg detection, as part of team tokoloshe hendrik weideman and julienne lachance. Kaggle winning solutions sortable and searchable compilation of solutions to past kaggle competitions. Official api for, accessible using a command line tool implemented in python 3. His part of the solution is decribed here the goal of the challenge was to predict the development of lung cancer in a patient given a set of ct images.
Vienna kaggle starting the prudential life insurance assessment 17 december 2015 a couple of days ago we had our fourth meetup, and as you might already know we decided to only do coding session. Kaggle offers a nosetup, customizable, jupyter notebooks environment. Read more vienna kaggle hands on rossmann store sales 03 december 2015 a while ago we had our third meetup, again a coding session. The titanic challenge hosted by kaggle is a competition in which the goal is to predict the survival or the death of a given passenger based on a set of variables describing him such as his age, his sex, or his passenger class on the boat. However, a quick look at the issues and commit history will.
This page could be improved by adding more competitions and more solutions. Github is a platform to host your source code so others can contribute to it and help the open source community grow. Github is how people build software and is home to the largest community of open source developers in the world, with over 12 million people contributing to 31 million projects on github since 2008. Past competitions and solutions june 2016 bitbucket. Github issues github issue titles and descriptions for nlp analysis.
Right whale is an endangered species with fewer than 500 left in the atlantic ocean. As for mine, it was mainly driven by the fact that the structure of the dataset contained all categorical. Github also helps you track modification in your code aka version control. Beta release kaggle reserves the right to modify the api functionality currently offered. This repository contains the winning solution 2nd place of the macrosoft maleware prediction challenge on kaggle. It is also worth mentioning kagglecli which is a python library providing an unofficial command line tool, to download and upload data. Submit kaggle solutions from commandline using phantomjs. Dec 14, 2018 microsoft is challenging the data science community to come up with ai models that can accurately predict whether a computer would become infected based on the devices configuration. As part of an ongoing preservation effort, experienced marine scientists track them across the ocean to understand their behaviors, and monitor their health. Microsoft is challenging the data science community to come up with ai models that can accurately predict whether a computer would become infected. Kaggles grasp and lift eeg detection competition hendrik j. If you are facing a data science problem or just want to learn, there is a good chance that you can find inspiration here. Dec 23, 2015 im sure this strategy might give you a better score. For details on our approach, see the overview of our soultion.
We also have a brief exercise that can be found at. Competition solutions, interviews and articles deadline type evaluation reward. Microsoft ai competition explores the next evolution of. Microsoft launches ai malware prediction competition with.
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