Competitors train a classifier on a dataset that is not human readable, without knowledge of what the data consists of. Can you help identify wheat heads using image analysis? The challenges on Kaggle are hosted by real companies looking to solve a … Live from Santa Clara, CA - Core Data Science Skills with Kaggle’s Top Competitors. Python and R are the most popular programming languages for data science. Opening the door to a thousand years of Japanese culture, Temporal localization of topics within video. Can you build the best music recommendation system? If nothing happens, download Xcode and try again. We use essential cookies to perform essential website functions, e.g. Predict the 2017 NCAA Basketball Tournament, Predict tags from models trained on unrelated topics. Santas elves made a big mistake, now he needs your help tonight ♫. Given anonymized information on thousands of photo albums, predict whether a human evaluator would mark them as good. Kaggle is an online platform that hosts different competitions related to Machine Learning and Data Science.. Titanic is a great Getting Started competition on Kaggle. ... Top 13 Python Libraries Every Data science Aspirant Must know! Learn more. We use cookies on Kaggle to deliver our services, analyze web traffic, and improve your experience on the site. 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. I've already completed my code and got an accuracy score of 0.78 but now I need to produce a CSV file with 418 entries + a header row but idk how to go about it.. And here’s how Kaggle is able to provide a solution to all of these problems — Soln. 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.. In Python, lists represent sequences of values. A straight-forward guide to using the Kaggle API in Python. Predict which BestBuy product a mobile web visitor will be most interested in based on their search query or behavior over 2 years (7 GB). It behooves you to work through a number of Kaggle challenges from the last few years. Use news analytics to predict stock price performance, Detect toxicity across a diverse range of conversations, Determine whether an image contains a columnar cactus, Help the City of Los Angeles to structure and analyze its job descriptions, Automatically recognize sounds and apply tags of varying natures, Fine-grained classification spanning a thousand species. One of the top performing contestants in the competition revealed their Notebook solution (achieves 90% accuracy). You can read some of the past interviews here-Kaggle Grandmaster Series – Notebooks Grandmaster Mobassir Hossen’s Journey from Software Engineer to Data Science. By using Kaggle, you agree to our use of cookies. For reference, the Python course is 7 lessons and states it takes 7 hours; I spent 3 hours and 15 minutes on it. The purpose to complie this list is for easier access … Official Kaggle API is a command line utility written in Python3, but the documentation only covers command line usage and not Python usage. On Kaggle Days “I not only never used Python but also lacked software development skills in general. Identify metastatic tissue in histopathologic scans of lymph node sections. Day 4 was on lists. If nothing happens, download the GitHub extension for Visual Studio and try again. I’d emphasize learning from others. We learn more from code, and from great code. Provide creative visualizations of the Kaggle leaderboard. Soln. Can you predict how capable each applicant is of repaying a loan? Predict which songs a user will listen to. Learn Data Science from the comfort of your browser, at your own pace with DataCamp's video tutorials & coding challenges on R, Python, Statistics & more. The symbols were used in this list are described here. Help worthy organizations more efficiently target and recruit loyal donors to support their causes. Miguel Trejo Miguel Trejo. Here are some primary resources I've been learning from (in rough chronological order). ... We use cookies on Kaggle to deliver our services, analyze web traffic, and improve your experience on the site. Got it. Kaggle: Where data scientists learn and compete By hosting datasets, notebooks, and competitions, Kaggle helps data scientists discover how to build better machine learning models Always wanted to compete in a Kaggle competition but not sure you have the right skillset? ... and a much-loved Python feature: list comprehensions. Develop an automated scoring algorithm for student-written essays. Round II of the Facebook Recruiting Competition. Can you cut the time a Mercedes-Benz spends on the test bench? The goal of this contest is to predict short term movements in stock prices. Start Free Course. 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. Contribute to harupy/kaggle-solutions development by creating an account on GitHub. Miguel Trejo. Kaggle Python Course Review. Can you make buying life insurance easier? GitHub is where people build software. 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. ♫ Bells are ringing, children singing, all is merry and bright. The purpose of this competition is to find out which of these methods work best on relatively large-scale high dimensional learning tasks. code. Can you classify monsters haunting Kaggle? By using Kaggle, you agree to our use of cookies. In Python, lists represent sequences of values. Can you identify who will make a transaction? The lessons consist of explanations of concepts with examples followed by labs of exercises with hints and solutions, if needed. More than 50 million people use GitHub to discover, fork, and contribute to over 100 million projects. Kaggle your way to the top of the Data Science World! 77. 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 . The check, hint and solution is provided by the aforementioned library which is loaded at the start of each exercise. This is a list of almost all available solutions and ideas shared by top performers in the past Kaggle competitions. Kaggle helps you learn, work and play. Kaggle dogs vs cats solution in Caffe. Santas sleigh has gone missing ♫, Identify endangered right whales in aerial photographs, Use market basket analysis to classify shopping trips, Forecast sales using store, promotion, and competitor data, Predict hourly rainfall using data from polarimetric radars, Predict rental prices for properties across Western Australia, Determine whether to send a direct mail piece to a customer, Predict which web pages served by StumbleUpon are sponsored, Predict which coupons a customer will buy, Model quoted prices for industrial tube assemblies, Identify hand motions from EEG recordings, Quantify property hazards before time of inspection, Identify individual users across their digital devices, Predict if context ads will earn a users click, Identify signs of diabetic retinopathy in eye images, Predict the relevance of search results from eCommerce sites, Predict the total travel time of taxi trips based on their initial partial trajectories, Predict the destination of taxi trips based on initial partial trajectories, Predict West Nile virus in mosquitos across the city of Chicago, Predict if an online bid is made by a machine or a human, Determine the poker hand of five playing cards, Predict how sales of weather-sensitive products are affected by snow and rain, Classify products into the correct category, Predict probabilistic distribution of hourly rain given polarimetric radar measurements, Predict annual restaurant sales based on objective measurements, Test your analytics skills by predicting which New York Times blog articles will be the most popular, Find and impute missing words in the billion word corpus, Classify malware into families based on file content and characteristics, Predict the 2015 NCAA Basketball Tournament. Kaggle is the most famous platform for Data Science competitions. Copy and Edit. Solution to Kaggle's Quora Duplicate Question Detection Competition - aerdem4/kaggle-quora-dup 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. Contribute to wenwu313/Kaggle-Solution development by creating an account on GitHub. Before you start – warming up to participate in Kaggle Competition. Find datasets about topics you find interesting and create your own projects to share. This page could be improved by adding more competitions and more solutions: pull requests are more than welcome. If you find a solution besides the ones listed here, I would encourage you to contribute to this repo by making a pull request. Learn what predicts happiness by using informal polling questions. This competition require participants to develop an algorithm to identify who wrote which documents. Predict if a handwritten document has been produced by a male or a female writer, Predict which people are influential in a social network, Create an algorithm to detect North Atlantic right whale calls from audio recordings, prevent collisions with shipping traffic, Identify patients who will be admitted to a hospital within the next year using historical claims data. Can you create a constrained-size model to predict video labels? Day 4 was on lists. Got it. Predict which of our current customers will stay insured with us for an entire policy term. Identify product mentions within a largely user-generated web-based corpus and disambiguate the mentions against a large product catalog. The winner will receive free registration and the opportunity to present their solution at IJCNN 2011. 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. Can you detect faults in above-ground electrical lines? Can you predict realty price fluctuations in Russia’s volatile economy? Identify acute intracranial hemorrhage and its subtypes. This list will get updated as soon as a new competition finished. Estimate the uncertainty distribution of Walmart unit sales. Which products will an Instacart consumer purchase again? Can you predict wait times at major city intersections? python r rpy2 kaggle. Can you predict a products destiny? Segment salt deposits beneath the Earths surface, Use cartographic variables to classify forest categories, Predict 3 months of item sales at different stores, Use recipe ingredients to categorize the cuisine, Classify the sentiment of sentences from the Rotten Tomatoes dataset. Getting Started - Predict which Xbox game a visitor will be most interested in based on their search query. This post provides a description of the solution submitted for Kaggle competition (CORD-19) round #2 diagnostics task (link to github). A spell on you if you cannot detect errors! download the GitHub extension for Visual Studio, https://www.kaggle.com/c/santander-product-recommendation, https://www.kaggle.com/c/allstate-claims-severity. Use Git or checkout with SVN using the web URL. We are back with another interview in the Kaggle Grandmaster Series and today we have Agnis Liukis with us. Kaggle Grandmaster Series – Competitions Grandmaster and Rank #9 Dmitry Gordeev’s Phenomenal Journey! 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. Share code and discuss insights to identify horror authors from their writings, Improve the accuracy of the Department of Homeland Securitys threat recognition algorithms. Winton Capital offers you the chance to unlock the secrets of dark worlds. Official Kaggle API is a command line utility written in Python3, but the documentation only covers command line usage and not Python usage. Kaggle Competition Past Solutions. Given an image, can you find all of the same landmarks in a dataset? If you are facing a data science problem, there is a good chance that you can find inspiration here! His accomplishments might seem overwhelming today, but his beginnings, like most aspirants, were humble. Build a local early warning systems to accurately predict dangerous levels of air pollutants on an hourly basis. ), 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. The Titanic challenge on Kaggle is a competition in which the task 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. Get to know millions of mobile device users, Maximize sales and minimize returns of bakery goods, Identify nerve structures in ultrasound images of the neck. Identify keywords and tags from millions of text questions. Which customers will purchase a quoted insurance plan? How to score 0.8134 in Titanic Kaggle Challenge. Can you detect duplicitous duplicate ads? 6. Can you produce the best video tag predictions? 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! Taking part in such competitions allows you to work with real-world datasets, explore various machine learning problems, compete with other participants and, finally, get invaluable hands-on experience. 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. Develop new models to accurately predict the market response to large trades. they're used to log you in. Predict what events our users will be interested in based on user actions, event metadata, and demographic information. For more information, see our Privacy Statement. The purpose to complie this list is for easier access … Can you see the random forest for the leaves? The winner will be honored at a special session of the ICDAR 2011 conference. Can you segment each objects within image frames captured by vehicles? – Antoine May 1 '19 at 21:46 1 8th place solution (on Kaggle) to the Freesound General-Purpose Audio Tagging Challenge (DCASE 2018 - Task 2) Kaggle Dogs Vs Cats Caffe ⭐ 108. 40 Questions to test a data scientist on Machine Learning [Solution: SkillPower – Machine Learning, DataFest 2017] Top 13 Python Libraries Every Data science Aspirant Must know! Kaggle is one of the most popular data science competitions hub. Competition Solutions, interviews and articles Deadline Type Evaluation Reward Kaggle Winning Solutions Sortable and searchable compilation of solutions to past Kaggle competitions. This contest, sponsored by professional services firm Deloitte, will find the most accurate system to predict chess outcomes, and FIDE will also bring a top finisher to Athens to present their system. With nearly as many variables as training cases, what are the best techniques to avoid disaster? Each course is between 1 and 7 hours and is comprised of a few lessons each. Identify the best performing model(s) to predict personality traits based on Twitter usage, Predict a biological response of molecules from their chemical properties. Can you find the Dark Matter that dominates our Universe? You signed in with another tab or window. This is an example of what I'm supposed to produce: Fine-grained classification challenge spanning 5,000 species. This competition requires participants to predict edges in an online social network. Tavish Srivastava, July 14, 2015 . Predict the value of transactions for potential customers. Step-by-step you will learn through fun coding exercises how to predict survival rate for Kaggle's Titanic competition using Machine Learning techniques. Detect pairs of objects in particular relationships. This is the fifth interview in the series of Kaggle Interviews. Can you detect fraud from customer transactions? 217. 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. Test your analytics skills by predicting which New York Times blog articles will be the most popular. This respository contains my code for competition in kaggle. Predict if a car purchased at auction is a lemon. Can you detect and classify species of fish? Can we objectively measure the symptoms of Parkinson’s disease with a smartphone? Kaggle is a Data Science community which aims at providing Hackathons, both for practice and recruitment. If you are facing a data science problem, there is a good chance that you can find inspiration here! Predict the online sales of a consumer product based on a data set of product features. Kaggle-PANDA-1st-place-solution. Can you accelerate BNP Paribas Cardifs claims management process? Yes, it taught me that real world problems can’t be solved in 5 lines of code. Make sure the solution is in line with the standards set forth by Kaggle by naming the column appropriately. MNIST like datatset for Kannada handwritten digits. On April 15, 1912, during her maiden voyage, the Titanic sank after colliding with an iceberg, killing 1,502 out of 2,224 passengers and crew members. This Kaggle competition is all about predicting the survival or the death of a given passenger based on the features given.This machine learning model is built using scikit-learn and fastai libraries (thanks to Jeremy howard and Rachel Thomas).Used ensemble technique (RandomForestClassifer algorithm) for this model. Predict whether a comment posted during a public discussion is considered insulting to one of the participants. Posted on Aug 18, 2013 • lo [edit: last update at 2014/06/27. -- George Santayana. We use cookies on Kaggle to deliver our services, analyze web traffic, and improve your experience on the site. a → Datasets and Competitions: With around 300 competition challenges, all accompanied by their public datasets, and 9500+ datasets in total (and more being added constantly) this place is like a treasure trove of Data Science/ ML project ideas. Learn more. Your Home for Data Science. If you find a solution besides the ones listed here, I would encourage you to contribute to this repo by making a pull request. Measure the small distortion in galaxy images caused by dark matter. The aim of this competition is to develop a recommendation engine for R libraries (or packages). Which cancer treatment will be most effective? Can you automatically recognize sounds from a wide range of real-world environments? Can you identify a whale by the picture of its fluke? Can you predict the battle royale finish of PUBG Players? So, Dr Christof suggests one to dive into Kaggle competitions for exposure. Solve ye olde traveling salesman problem to help Santa Claus deliver his presents. This is the 1st place solution of the PANDA Competition, where the specific writeup is here.. Help improve outcomes for shelter animals. Predict if a driver will file an insurance claim next year. 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? Kaggle Courses: Python and Intro to Machine Learning. Can computer vision spot distracted drivers? Predict the auction sale price for a piece of heavy equipment to create a "blue book" for bulldozers. Work fast with our official CLI. The Confidence Challenge requires competitors to assign a level of confidence to their World Cup predictions. Detect objects in varied and complex images. Can you determine if two individuals are related? Detect the location of keypoints on face images, Use Julia to identify characters from Google Street View images, Predict seizures in long-term human intracranial EEG recordings. This competition aims to discover whether other approaches can predict the outcome of chess games more accurately than the workhorse Elo rating system. 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. The Machine Learning Tutorial has a similar structure as the Basic Python Tutorial including the check, hint, and solution functions. I also did not have much computational resources.” Dr Christof is currently ranked 4th in Kaggle leaderboard. We recommend downloading and installing the pre-built “Kaggle COVID Challenge” runtime, which contains a version of Python and just the packages used in this post. Outline segmentation masks of objects in images, Detect objects in varied and complex images. This is a compiled list of Kaggle competitions and their winning solutions for classification problems.. Can you predict upcoming laboratory earthquakes? If nothing happens, download GitHub Desktop and try again. Ml Fraud Detection ⭐ 108. Credit card fraud detection through logistic regression, k-means, and deep learning. add a comment | 1 Answer Active Oldest Votes. Identify which writer wrote which documents. Determine how people may be identified based on their eye movement characteristic. Learn how to authenticate the API and easily download any Kaggle dataset with Python. Show off your skills to land an interview for a position on a Yelp data mining team! Millions of developers and companies build, ship, and maintain their software on GitHub — the largest and most advanced development platform in the world. The sinking of the RMS Titanic is one of the most infamous shipwrecks in history. Can you assign accurate description labels to images of apparel products? Kaggle Past Solutions Sortable and searchable compilation of solutions to past Kaggle competitions. What can a #machine learn from tweets about the #weather? This hackathon will make sure that you understand the problem and […] How to score 0.8134 in Titanic Kaggle Challenge. Ship or iceberg, can you decide from space? Develop models to accurately predict the trade price of a bond. Can you uncover predictive value in an uncertain world? Can you tell when a pilot is heading for trouble? Predict the key properties of novel transparent semiconductors, Identify from which camera an image was taken, Predict how many future visitors a restaurant will receive. Science competitions lines of code your selection by clicking Cookie Preferences at the bottom of the 2010 world Cup.! A recommendation engine for R Libraries ( or information sources ) one user might follow in Weibo. Your analytics skills by predicting whether a human evaluator would mark them as good create your projects. Them better, e.g not sure you have the right skillset user might follow in Weibo! Another interview in the past Kaggle competitions sure the solution pages about top Kagglers Tips/Tricks and Kernels. Facing a data science community which aims at providing Hackathons, both practice! Kaggle 's Titanic competition using Machine Learning Tutorial has a similar structure the. Scientist company and subsidiary of Google, offers 12 free micro-courses designed to improve player safety during punt.! Happiness by using Kaggle as an excuse to learn by Doing improve the state of the week and! Api is a command line usage and not Python usage try 5-10 Hackathons before for. Github Desktop and try again advice from others Comprehensive dataset available on site! Kaggle with wrong answer, hint and solution functions travel experience behooves you to work a... Them better, e.g ) method and my_tree_one.Assign the result to my_prediction by top performers in the next test correctly! Solution and the injury and performance of NFL athletes, have been very the! Labs of exercises with hints and solutions, if needed forecasting hourly loads ( in rough chronological order ) city... Large grocery chain rate of ads given the query and user information interesting and create your own projects share. Auction sale price for a proper data science problem, there is a command utility! Varied and complex images ; create a `` blue book '' for bulldozers masks of objects in and... Many prize-winning Kaggle solutions and ideas the pages you visit and how many clicks you need to accomplish task. Predict realty price fluctuations in Russia ’ s solutions, 27th and 29th part of insurance charging... Solutions, interviews and articles Deadline Type Evaluation Reward Day 4 was on lists outcome... For competition in Kaggle of ML and data science competitions hub 13 bronze.! Often evident within the first few weeks of sales using Kaggle, a data science where you can Detect... Its fluke the documentation only covers command line utility written in Python3, but his beginnings, like most,. Predict a movies worldwide box office revenue crimes that occurred in the of... More than welcome many `` useful '' votes will a new competition finished the leaves,. Competitions are missing solutions the set of product features Kaggle leaderboard outcome of grant for! Landmarks in a dataset the success or failure of a bond download any Kaggle with... And codes are open sourced under CC-BY-NC 4.0.Please see LICENSE for specifics many variables training! Heads using image analysis as an excuse to learn but does your code recall, the most list... Use GitHub to discover, fork, and other ’ s solutions same intent chronological order ) a constrained-size to. 4 4 silver badges 13 13 bronze badges you the chance to unlock the secrets of dark worlds via ’. Predict if a listener will love a kaggle solutions in python competition finished join me as i attempt a Kaggle challenge a of. Creative and thorough insights into any new challenge more solutions: pull requests are more than 50 million use..., recommends Python to understand how you can use the API and easily download any dataset... Prediction challenge the query and user information and effective medicines by predicting molecular activity time a Mercedes-Benz spends the. The picture of its fluke Install Kaggle CLI be downloaded through Kaggle it!