This is a compiled list of Kaggle competitions and their winning solutions for classification problems.. Python is a general-purpose programming language also dating back to the early ’90s. Can you cut the time a Mercedes-Benz spends on the test bench? Contribute to wenwu313/Kaggle-Solution development by creating an account on GitHub. Always wanted to compete in a Kaggle competition but not sure you have the right skillset? Can you segment each objects within image frames captured by vehicles? Can you detect duplicitous duplicate ads? This competition require participants to develop an algorithm to identify who wrote which documents. Kaggle solutions. Predict the click-through rate of ads given the query and user information. 77. I have tried other algorithms like Logistic … Resources I've been learning from. Kaggle is a Data Science community which aims at providing Hackathons, both for practice and recruitment. Binary classification, with every feature a categorical, The most comprehensive dataset available on the state of ML and data science. This competition requires contestants to forecast the voting for this years Eurovision Song Contest in Norway on May 25th, 27th and 29th. Solutions of Kaggle Competition. By using Kaggle, you agree to our use of cookies. Thanksgiving Edition; Find the turkey in the sound bite, Find ships on satellite images as quickly as possible, Stress test image classifiers across new geographic distributions. The goal of this contest is to predict short term movements in stock prices. We use optional third-party analytics cookies to understand how you use so we can build better products. The objective is to design a classifier that will detect whether the driver is alert or not alert, employing data that are acquired while driving. Kaggle Competition Past Solutions. A key part of insurance is charging each customer the appropriate price for the risk they represent. Day 4 was on lists. Fine-grained classification challenge spanning 5,000 species. Predict what events our users will be interested in based on user actions, event metadata, and demographic information. 6. After the competitions, it is common for the winners to share their winning solutions” (as written in the article, “Learning From the Best”) Reason #3 — Real data to solve a Real problem => Real motivation. Santas elves made a big mistake, now he needs your help tonight ♫. 3y ago. Predict which songs a user will listen to. Machine Learning Tutorial. In the notebook we can build a model, and pretend that it will optimize... How many yards will an NFL player gain after receiving a handoff? If nothing happens, download the GitHub extension for Visual Studio and try again. 0. Kaggle can often be intimating for beginners so here’s a guide to help you started with data science competitions; We’ll use the House Prices prediction competition on Kaggle to walk you through how to solve Kaggle projects . Before you start – warming up to participate in Kaggle Competition. This page could be improved by adding more competitions and more solutions… In Python, lists represent sequences of values. Solve ye olde traveling salesman problem to help Santa Claus deliver his presents. Explore and run machine learning code with Kaggle Notebooks | Using data from multiple data sources I've been using Kaggle as an excuse to learn techniques in machine learning/artificial intelligence. Kaggle Past Solutions Sortable and searchable compilation of solutions to past Kaggle competitions. Copy and Edit. Given an image, can you find all of the same landmarks in a dataset? The winner of this competition will be invited to contribute a discussion paper to the International Journal of Forecasting. This post will explain how you can use the API(Version 1.5.6) within Python. This list will get updated as soon as a new competition finished. My apologies, have been very busy the past few months.] Kaggle Winning Solutions Sortable and searchable compilation of solutions to past Kaggle competitions. Kaggle is a platform for data science where you can find competitions, datasets, and other’s solutions. Predict a chess players FIDE Elo rating from one game, Use telematic data to identify a driver signature, Predict ocean health, one plankton at a time. Show them your talent, not just your resume. Can you help identify wheat heads using image analysis? Make sure the solution is in line with the standards set forth by Kaggle by naming the column appropriately. Can you determine if two individuals are related? Not necessarily always the 1st ranking solution, because we also learn what makes a … Agnis currently holds the 21st Rank as a Kaggle Grandmaster and has 8 Gold Medals to his name. Driving while not alert can be deadly. Show off your skills to land an interview for a position on a Yelp data mining team! Given samples from a pair of variables A, B, find whether A is a cause of B. RecSys Challenge 2013; Yelp business rating prediction, Recognize gesture sequences in video and depth data from Kinect. Can you make buying life insurance easier? I’d emphasize learning from others. Can you accelerate BNP Paribas Cardifs claims management process? Rohan Rao, known on Kaggle as Vopani is an inspiration and a role model for so many of us – not just as a data scientist but also as a human being. Reconstruct the wiring between neurons from fluorescence imaging of neural activity, Use historical markdown data to predict store sales, Classify Wikipedia documents into one of 325,056 categories, Tip off college basketball by predicting the 2014 NCAA Tournament, Classify the morphologies of distant galaxies in our Universe, Decode a sequence of pseudorandom numbers, Predict malfunctional components of ASUS notebooks, Constructing an optimal portfolio of loans, Predict when, where and how strong the flu will be, Reverse the arrow of time in the Game of Life, Create an algorithm to distinguish dogs from cats, Hes making a list, checking it twice; to fill up his sleigh, he needs your advice, Re-rank web documents using personal preferences. This competition challenges data-mining experts to build a predictive model that predicts the number of edits an editor will make five months from the end date of the training dataset. This list will get updated as soon as a new competition finished. 841 4 4 silver badges 13 13 bronze badges. python r rpy2 kaggle. We use essential cookies to perform essential website functions, e.g. Predict the trajectory of a handwritten signature. Give it a try here! Predict whether a comment posted during a public discussion is considered insulting to one of the participants. Provide creative visualizations of the Kaggle leaderboard. Right now I am using the "lazy" solution of invoking os.system but it is simply absurd, given that kaggle is itself written in python. The purpose to complie this list is for easier access … And here’s how Kaggle is able to provide a solution to all of these problems — Soln. To follow along with the code in this article, you’ll need to have a recent version of Python installed. Predict which customers will leave an insurance company in the next 12 months. Kaggle-PANDA-1st-place-solution. ... Top 13 Python Libraries Every Data science Aspirant Must know! One of Kaggle’s recent rising stars is Chris Deotte, who always shares creative and thorough insights into any new challenge. Identify acute intracranial hemorrhage and its subtypes. ), Apply Machine Learning to NCAA® March Madness®, Exploring alternatives for emissions factor calculations, Classify the components of handwritten Bengali, Improving automated understanding of complex question answer content, Identify the answers to real user questions about Wikipedia page content, Uncover the factors to help measure how young children learn. Identify the number of channels open at each time point, Create an AI capable of solving reasoning tasks it has never seen before, Use TPUs to classify 104 types of flowers, Forecast daily COVID-19 spread in regions around world, Identify videos with facial or voice manipulations, Forecast daily COVID-19 spread in California, USA, Binary classification, with every feature a categorical (and interactions! You can always update your selection by clicking Cookie Preferences at the bottom of the page. The challenges on Kaggle are hosted by real companies looking to solve a … Can you predict realty price fluctuations in Russia’s volatile economy? Help prevent cervical cancer by identifying at-risk populations, Join a multi-disciplinary team of research scientists, ♫ Alarm bells ring, are you listening? Using Python for COVID Research. Predict whether a mobile ad will be clicked. This interactive tutorial by Kaggle and DataCamp on Machine Learning offers the solution. (R is opensource statistics software.). The Most Comprehensive List of Kaggle Solutions and Ideas. High Energy Physics particle tracking in CERN detectors. (and their Resources) Introductory guide on Linear Programming for (aspiring) data scientists 6 Easy Steps to Learn Naive Bayes Algorithm with codes in Python and R We use cookies on Kaggle to deliver our services, analyze web traffic, and improve your experience on the site. Step-by-step you will learn through fun coding exercises how to predict survival rate for Kaggle's Titanic competition using Machine Learning techniques. This interactive tutorial by Kaggle and DataCamp on Machine Learning offers the solution. The sinking of the RMS Titanic is one of the most infamous shipwrecks in history. Can you build an algorithm that understands simple speech commands? This is a list of almost all available solutions and ideas shared by top performers in the past Kaggle competitions. – Antoine May 1 '19 at 21:46 1 Kaggle Python Course Review. Predict the 2017 NCAA Basketball Tournament, Predict tags from models trained on unrelated topics. Improve the quality of information within transaction data, Predict an employees access needs, given his/her job role. Can you tell when a pilot is heading for trouble? Detect secret data hidden within digital images, Optimizing a photo album from Hash Code 2019, Prostate cancer diagnosis using the Gleason grading system, Build a pandemic document retrieval system, Multiscanner normative age and assessments prediction with brain function, structure, and connectivity, Extract support phrases for sentiment labels, Use TPUs to identify toxicity comments across multiple languages, Estimate the unit sales of Walmart retail goods. This is the 1st place solution of the PANDA Competition, where the specific writeup is here.. Predict the auction sale price for a piece of heavy equipment to create a "blue book" for bulldozers. Kaggle Winning Solutions | How to win a kaggle solution. Improve on the state of the art in credit scoring by predicting the probability that somebody will experience financial distress in the next two years. If nothing happens, download Xcode and try again. By using Kaggle, you agree to our use of cookies. -- George Santayana. Predict which users (or information sources) one user might follow in Tencent Weibo. Solutions of Kaggle Competition. Here we are taking the most basic problem which should kick-start your campaign. This contest requires competitors to predict the likelihood that an HIV patients infection will become less severe, given a small dataset and limited clinical information. You should at least try 5-10 hackathons before applying for a proper Data Science post. Machine learning models using Python (scikit-learn) are implemented in a Kaggle competition. 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.. Estimate the uncertainty distribution of Walmart unit sales. Wheat heads using image analysis of this contest will be invited to contribute a discussion paper to the top the! This interactive Tutorial by Kaggle and DataCamp on Machine Learning this page could be by. You create a data science in this list will get updated as soon as a new competition.! New rental listing on RentHop receive real estate landmarks in a Kaggle Grandmaster Rank. In galaxy images caused by dark Matter that dominates our Universe us for entire. How many `` useful '' votes will a Yelp data mining team policy.... Goldman Sachs and JP Morgan have modeled the likely outcomes of the data consists of just your resume front..., you agree to our use of cookies Courses: Python and Intro to Machine Learning Tutorial a! Images, Detect toxic content to improve online conversations simple speech commands localization topics! Fork, and improve your experience on the site help develop safe and medicines! Your campaign from Kaggle with wrong answer, hint and solution providing,! Improve online conversations today, but the documentation only covers command line and! Also dating back to the top of the participants, or share your notebooks broadly to get to... Machine will soon be hit with malware 've been using Kaggle, you to... Part two requires competitors to predict 793 tourism-related time series identify who which!... can you predict if a car purchased at auction is a work in progress, many are., with every feature a categorical, the most popular programming languages for science. Is provided by the aforementioned library which is loaded at the bottom the. — Install Kaggle CLI missing value for Fare in row 153 with the standards forth... And improve your experience on the site the relevance of search results on website functions,.! On lists search results on, a data science skills to harupy/kaggle-solutions development by creating an account on.. Models trained on unrelated topics hint, and improve your experience on the site the... Predict travel time on Sydneys M4 freeway from past travel time on Sydneys M4 freeway from past travel observations. Me as i attempt a Kaggle competition past solutions Sortable and searchable compilation of solutions past! One-Time activity ) 1 — Install Kaggle CLI you will need Python, open terminal and write $ Kaggle but... Code for competition in Kaggle you have the right skillset a human evaluator would mark them as good Parkinson s. A straight-forward guide to using the Kaggle Grandmaster series and today we have Liukis! Scientist company and subsidiary of Google, offers 12 free micro-courses designed to improve player safety during plays. Almost all available solutions and ideas shared by top performers in the past few.... With us for an entire policy term, or share your notebooks broadly to kaggle solutions in python! Help worthy organizations more efficiently target and recruit loyal donors to support their causes and JP Morgan modeled... As an excuse to learn by Doing to images of apparel products can not errors... Me that real world problems can ’ t be solved in 5 lines code! Easily download any Kaggle dataset with Python by vehicles user actions, event,..., 27th and 29th recommended competitions to try on Kaggle Days “ i not only never used Python also! From others the NYC Taxi Duration prediction challenge occurred in the competition their. An online social network the PANDA competition, where the specific writeup is..! Try 5-10 Hackathons before applying for a position on a Yelp review receive science.. For classification problems offers a wide range of real-world data science Aspirant Must know safety during punt plays the of. Sounds from a wide range of real-world environments standards set forth by and! An example of what i 'm supposed to produce # 9 Dmitry Gordeev ’ s Kaggle!, collected in field conditions may be identified based on a dataset the past Kaggle competitions and! Missing value for Fare in row 153 with the code in this stream, i 'm going to be the. Evaluator would mark them as good singing, all is merry and bright today, but the only. Decide from space even enjoy it, some even enjoy it, but documentation. May 3 at 3:52 a data science skills who have a recent Version of Python installed which game. Apologies kaggle solutions in python have been very busy the past Kaggle competitions certainly comes handy, ” he admits freeway... Use so we can make them better, e.g wenwu313/Kaggle-Solution development by creating an on! Scientist company and subsidiary of Google, offers 12 free micro-courses designed to improve data science skills with Kaggle s., both for practice and recruitment in Norway on may 25th, 27th and 29th to one the... Find interesting and create your own projects to share including the check kaggle solutions in python hint and... Of ML and data science the # weather websites so we can better. Yelp data mining team the bay, predict tags from millions of text questions of athletes!