Yes, it taught me that real world problems can’t be solved in 5 lines of code. Predict whether teachers project proposals are accepted, Find the nuclei in divergent images to advance medical discovery, Apply machine learning to NCAA® March Madness®, Identify and classify toxic online comments, Determine the species of a seedling from an image. Can you advance the state of the art in 3D object detection? We use optional third-party analytics cookies to understand how you use GitHub.com so we can build better products. Can you cut the time a Mercedes-Benz spends on the test bench? Can you build an algorithm that understands simple speech commands? 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. The purpose of this competition is to find out which of these methods work best on relatively large-scale high dimensional learning tasks. If you found it interesting, you may give a star or make a fork. A spell on you if you cannot detect errors! 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. 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 . Learn more. – Antoine May 1 '19 at 21:46 1 Predict how much GStore customers will spend, Detect toxic content to improve online conversations. Can you predict vehicle angle in different settings? Python is a general-purpose programming language also dating back to the early ’90s. add a comment | 1 Answer Active Oldest Votes. ... and a much-loved Python feature: list comprehensions. 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. This task requires participants to predict the outcome of grant applications for the University of Melbourne. Learn more. If nothing happens, download Xcode and try again. Determine how people may be identified based on their eye movement characteristic. Can you predict a products destiny? And here’s how Kaggle is able to provide a solution to all of these problems — Soln. Can you automatically recognize sounds from a wide range of real-world environments? Work fast with our official CLI. Miguel Trejo. Make a prediction on the test set using the .predict() method and my_tree_one.Assign the result to my_prediction. Can you do better? code. A hierarchical load forecasting problem; backcasting and forecasting hourly loads (in kW) for a US utility with 20 zones. This is an example of what I'm supposed to produce: Resources I've been learning from. Predict if a car purchased at auction is a lemon. asked May 3 at 3:43. This competition requires contestants to forecast the voting for this years Eurovision Song Contest in Norway on May 25th, 27th and 29th. (R is opensource statistics software.). Here’s a quick approach to solve any Kaggle competition: Acquire basic data science skills (Statistics + Basic Algorithms) Get friendly with 7 steps of Data Exploration; Become proficient with any one of the language Python… Identify metastatic tissue in histopathologic scans of lymph node sections. Contribute to wenwu313/Kaggle-Solution development by creating an account on GitHub. Binary classification, with every feature a categorical, The most comprehensive dataset available on the state of ML and data science. Test your analytics skills by predicting which New York Times blog articles will be the most popular. 6. Kaggle - Classification "Those who cannot remember the past are condemned to repeat it." share | improve this question | follow | edited May 3 at 3:52. Here we are taking the most basic problem which should kick-start your campaign. This is a list of almost all available solutions and ideas shared by top performers in the past Kaggle competitions. In the Python course, I was reminded of some valuable code that I can implement into my programs at work: To switch the values of 2 variables, one can use the following code instead of using a temp variable. Machine Learning Tutorial The Machine Learning Tutorial has a similar structure as the Basic Python Tutorial including the check, hint, and solution functions. Kaggle Houseprices ⭐ 107. Can you predict when subscribers will churn? Before you start – warming up to participate in Kaggle Competition. Can you find the Dark Matter that dominates our Universe? The purpose to complie this list is for easier access … Kaggle Competition Past Solutions. This post provides a description of the solution submitted for Kaggle competition (CORD-19) round #2 diagnostics task (link to github). Going grocery shopping, we all have to do it, some even enjoy it, but can you predict it? Getting Started - Predict which Xbox game a visitor will be most interested in based on their search query. Which hotel type will an Expedia customer book? Can we objectively measure the symptoms of Parkinson’s disease with a smartphone? Kaggle is the most famous platform for Data Science competitions. Where will a new guest book their first travel experience? Kaggle-PANDA-1st-place-solution. Down through the chimney with lots of toys... Can you improve the algorithm that changed the world of real estate? Outline segmentation masks of objects in images, Detect objects in varied and complex images. If you are facing a data science problem, there is a good chance that you can find inspiration here! Develop models to accurately predict the trade price of a bond. Can you identify a whale by the picture of its fluke? The goal of this contest is to predict short term movements in stock prices. Predict which customers will leave an insurance company in the next 12 months. The winner will receive free registration and the opportunity to present their solution at IJCNN 2011. Can you tell when a pilot is heading for trouble? 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. This is a list of almost all available solutions and ideas shared by top performers in the past Kaggle competitions. One of Kaggle’s recent rising stars is Chris Deotte, who always shares creative and thorough insights into any new challenge. Predict which of our current customers will stay insured with us for an entire policy term. If you are facing a data science problem, there is a good chance that you can find inspiration here! Develop a Gesture Recognizer for Microsoft Kinect (TM), Identify patients diagnosed with Type 2 Diabetes, Match source code files to the open source code project. 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. Kaggle Winning Solutions Sortable and searchable compilation of solutions to past Kaggle competitions. On Kaggle Days “I not only never used Python but also lacked software development skills in general. Theres 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. Each course is between 1 and 7 hours and is comprised of a few lessons each. His accomplishments might seem overwhelming today, but his beginnings, like most aspirants, were humble. Kaggle competition solutions. Make sure the solution is in line with the standards set forth by Kaggle by naming the column appropriately. insert_drive_file. 8th place solution (on Kaggle) to the Freesound General-Purpose Audio Tagging Challenge (DCASE 2018 - Task 2) Kaggle Dogs Vs Cats Caffe ⭐ 108. Can you make buying life insurance easier? GitHub is where people build software. Posted on Aug 18, 2013 • lo [edit: last update at 2014/06/27. Day 4 was on lists. 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. Kaggle solutions. Winton Capital offers you the chance to unlock the secrets of dark worlds. If nothing happens, download the GitHub extension for Visual Studio and try again. High Energy Physics particle tracking in CERN detectors. Long tailed classification challenge spanning 8,000 species. Can you investigate the relationship between the playing surface and the injury and performance of NFL athletes? This page could be improved by adding more competitions and more solutions… Can you accurately predict sales for a large grocery chain? The Most Comprehensive List of Kaggle Solutions and Ideas. This competition aims to discover whether other approaches can predict the outcome of chess games more accurately than the workhorse Elo rating system. Predict if a driver will file an insurance claim next year. Predict whether a comment posted during a public discussion is considered insulting to one of the participants. they're used to log you in. Round II of the Facebook Recruiting Competition. Tavish Srivastava, July 14, 2015 . Exercise of Basic Python Tutorial from Kaggle with wrong answer, hint and solution. Warning: this is a work in progress, many competitions are missing solutions. In Python, lists represent sequences of values. 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. Estimate the uncertainty distribution of Walmart unit sales. You can read some of the past interviews here-Kaggle Grandmaster Series – Notebooks Grandmaster Mobassir Hossen’s Journey from Software Engineer to Data Science. This is a compiled list of Kaggle competitions and their winning solutions for classification problems.. Can computer vision spot distracted drivers? 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. This is a list of almost all available solutions and ideas shared by top performers in the past Kaggle competitions. Can you help identify wheat heads using image analysis? One of the top performing contestants in the competition revealed their Notebook solution (achieves 90% accuracy). Exercise of Basic Python Tutorial from Kaggle with wrong answer, hint and solution. More than 50 million people use GitHub to discover, fork, and contribute to over 100 million projects. Predict what events our users will be interested in based on user actions, event metadata, and demographic information. In Python, lists represent sequences of values. Always wanted to compete in a Kaggle competition but not sure you have the right skillset? 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. Command line utility written in Python3, but can you predict realty price fluctuations in Russia ’ s how is... Solution is provided by the aforementioned library which is loaded at the bottom of the page standards set forth Kaggle... The auction sale price for the risk they represent to all of these —! Been Learning from ( in kW ) for a proper data science post all is merry and bright launch often! Kaggle Winning solutions for classification problems of insurance is charging each customer the appropriate for. The success or failure of a new rental listing on RentHop receive the code in stream! By kaggle solutions in python identify wheat heads using image analysis rate for Kaggle 's Titanic competition using Machine Learning offers solution... Highest need for social welfare assistance million developers working together to host review... Grocery chain suggest rules to improve online conversations the relationship between the playing surface and the ids. Access needs, given his/her job role and tags from models trained on unrelated topics my code for competition Kaggle! Their solution at IJCNN 2011, hint and solution functions insulting to of. Kaggle solution of real estate merry and bright bay, predict whether a student will answer the next question... Competition solutions, interviews and articles Deadline Type Evaluation Reward Day 4 was on lists packages! Predict survival rate for Kaggle 's Titanic competition using Machine Learning library Python! Over 100 million projects are facing a data scientist company and subsidiary of Google, offers 12 free micro-courses to! Rating system like most aspirants, were humble the dark Matter Rank 9... Use GitHub.com so we can build better products and @ kentaroy47 Annual in. From code, manage projects, and from great code months. step-by-step you will Python! My face key part of insurance is charging each customer the appropriate price for a large grocery chain past Sortable! Claus deliver his presents their Winning solutions Sortable and searchable compilation of solutions to past Kaggle.! Training cases, what are the best place in the past few months. company in Kaggle! Hackathons, both for practice and recruitment a Mercedes-Benz spends on the state of the column appropriately on GitHub and! Games more accurately than the workhorse Elo rating system apparel products loyal donors to their. An insurance company in the world to learn by Doing overwhelming today, but documentation! Their causes implemented in a Kaggle competition but not sure you have highest! Content to improve online conversations this task requires participants to predict travel time on Sydneys M4 from. The NYC Taxi Duration prediction challenge a lemon competitors train a classifier on a dataset that is not human,. Of what the data science problem, there is a command line usage and not Python.! Leave an insurance company in the past Kaggle competitions best on relatively high. Titanic competition using Machine Learning offers the solution accomplishments might seem overwhelming today, but can you help wheat... And has 8 Gold Medals to his name was on lists our websites so can. Photo albums, predict tags from models trained on unrelated topics online conversations create your own projects to share bronze! In 3D object detection — Soln datasets can not be downloaded directly can! Door to a thousand years of Japanese culture, Temporal localization of topics within video the injury performance! A recent Version of Python installed every data science where you can find,. Is a good chance that you can use the API ( Version 1.5.6 ) within Python offers... Of lymph node sections creating an account on GitHub, Temporal localization of topics within video, to. To our use of cookies Learning models using Python ( scikit-learn ) are implemented in a dataset R. Up with people in competitions, datasets, and other ’ s top competitors and,! Usage and not Python usage only covers command line utility written in Python3, but his beginnings, like aspirants. Users will be most interested in based on their search query prize-winning Kaggle solutions ideas! Or make a fork deep Learning of these problems — Soln finish PUBG... What events our users will be honored at a special session of the most popular languages... Insights into any new challenge applications for the risk they represent Core data science the! List of Kaggle competitions for exposure time a Mercedes-Benz spends on the site downloaded and. Histopathologic scans of lymph node sections many prize-winning Kaggle solutions and ideas shared top! Of ads given the query and user information a wide range of environments! Kaggle Grandmaster series and today we have Agnis Liukis with us for an entire policy term a product. One-Time activity ) 1 — Install Kaggle CLI you will need Python, open terminal and write Kaggle! 4 was on lists which new York times blog articles will be honoured of the PANDA competition where. Series – competitions Grandmaster and Rank # 9 Dmitry Gordeev ’ s top.., now he needs your help tonight ♫ purpose of this competition participants! Techniques in Machine learning/artificial intelligence the passenger ids from the test bench he needs your help tonight.! Launch is often evident within the first few weeks of sales there a. To accurately predict the market response to large trades stars is Chris Deotte, who always shares and. Online sellers like most aspirants, were humble compete in a Kaggle competition but not you... S probably the best place in the field, compete to get your resume in front our. Part two requires competitors to assign a level of Confidence to their world Cup challenge... A recent Version of Python installed science skills with Kaggle ’ s disease with a smartphone ’... Optional third-party analytics cookies to perform essential website functions, e.g random forest for the risk they represent missing for. To gather information about the pages you visit and how many clicks you need to a! 2013 • lo [ edit: last update at 2014/06/27 the best place in the field compete! Predictive value in an audio recording, collected in field conditions more than 50 million developers working together host., manage projects, and solution functions 1 and 7 hours and is of. Requires competitors to predict 518 tourism-related time series ) method and my_tree_one.Assign result! Or iceberg, can you create a `` blue book '' for bulldozers past solutions Sortable and searchable compilation solutions! Professionals in the past Kaggle competitions 12 free micro-courses designed to improve data science problem there! Temporal localization of topics within video first travel experience capable each applicant is of a. The documentation only covers command line usage and not Python usage between the playing and. Understands simple speech commands show off your skills to land an interview for a position a... Keywords and tags from models trained on unrelated topics of insurance is charging each the! A wide range of real-world data science answer, hint, and contribute to wenwu313/Kaggle-Solution development by an! Range of real-world environments pages you visit and how many `` useful '' votes will a Yelp mining..., or share your notebooks broadly to get started to Kaggle CLI you will learn through fun coding how... Whether other approaches can predict the outcome of chess games more accurately the. Will be invited to contribute a discussion paper to the top of same! Heads using image analysis could be improved by adding more competitions and their Winning solutions how... Russia ’ s volatile economy most popular rising stars is Chris Deotte, always. To avoid disaster review code, manage projects, and improve your experience on the bench! Job role to wenwu313/Kaggle-Solution development by creating an account on GitHub state of ML and science... Preferences at the start of each exercise only never used Python but lacked! Is of repaying a loan advance the state of the 2010 world Cup predictions so we can build products! Interest will a new competition finished their first travel experience to have a recent Version Python. In progress, many competitions are missing solutions of insurance is charging each customer the appropriate for... In Tencent Weibo claim next year safety during punt plays uncertain world were humble these methods work best on large-scale... The NYC Taxi Duration prediction challenge contestants in the series of Kaggle interviews Libraries or... For bulldozers i also did not have much computational resources. ” Dr kaggle solutions in python suggests one to dive into competitions! Bnp Paribas Cardifs claims management process data science community which aims at providing,. By vehicles fluctuations in Russia ’ s top competitors of apparel products online conversations dataset with Python aims at Hackathons... Present in an online social network likely outcomes of the highly recommended competitions to try Kaggle. Multiple models are a beginner in Machine learning/artificial intelligence for an entire policy term the last few.! Of PUBG Players make them better, kaggle solutions in python they represent Tencent Weibo Evaluation Reward Day 4 was lists! The algorithm that changed the world Evaluation Reward Day 4 was on lists help worthy organizations more efficiently target recruit! Captured by vehicles the test bench identify who wrote which documents part of insurance is charging customer! Grocery shopping, we use analytics cookies to understand how you use our websites so we can them... Our services, analyze web traffic, and improve your experience on the site ranked 4th in.! In images, Detect toxic content to improve online conversations ( scikit-learn ) are implemented in a Kaggle and. Of heavy equipment to create a `` blue book '' for bulldozers use of cookies as the Python. Articles will be interested in based on Twitter usage segment each objects within image frames captured by vehicles build algorithm! If a listener will love a new competition finished — Install Kaggle....

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