Can you classify monsters haunting Kaggle? You should at least try 5-10 hackathons before applying for a proper Data Science post. Improve the state of the art in student evaluation by predicting whether a student will answer the next test question correctly. Help develop safe and effective medicines by predicting molecular activity. Machine learning models using Python (scikit-learn) are implemented in a Kaggle competition. Our model and codes are open sourced under CC-BY-NC 4.0.Please see LICENSE for specifics. You can read some of the past interviews here-Kaggle Grandmaster Series – Notebooks Grandmaster Mobassir Hossen’s Journey from Software Engineer to Data Science. Predict how much GStore customers will spend, Detect toxic content to improve online conversations. Can you detect and classify defects in steel? The purpose of this competition is to find out which of these methods work best on relatively large-scale high dimensional learning tasks. Can you build an algorithm that automatically detects potential pneumonia cases? Kaggle, a data scientist company and subsidiary of Google, offers 12 free micro-courses designed to improve data science skills. code. A hierarchical load forecasting problem; backcasting and forecasting hourly loads (in kW) for a US utility with 20 zones. Solution to Kaggle's Quora Duplicate Question Detection Competition - aerdem4/kaggle-quora-dup More than 50 million people use GitHub to discover, fork, and contribute to over 100 million projects. 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? Got it. Opening the door to a thousand years of Japanese culture, Temporal localization of topics within video. By using Kaggle, you agree to our use of cookies. For more information, see our Privacy Statement. The winner of this competition will be invited to contribute a discussion paper to the International Journal of Forecasting. Can you make buying life insurance easier? 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 . 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. Binary classification, with every feature a categorical, The most comprehensive dataset available on the state of ML and data science. (and their Resources) How to Download, Install and Use Nvidia GPU for Training Deep Neural Networks by TensorFlow on Windows Seamlessly Copy and Edit. Kaggle Past Solutions Sortable and searchable compilation of solutions to past Kaggle competitions. Provide creative visualizations of the Kaggle leaderboard. 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. If you are facing a data science problem, there is a good chance that you can find inspiration here! Kaggle Competition Past Solutions. 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. Kaggle dogs vs cats solution in Caffe. This respository contains my code for competition in kaggle. Can you produce the best video tag predictions? 217. Miguel Trejo Miguel Trejo. Show them your talent, not just your resume. Predict which songs a user will listen to. Can you tell when a pilot is heading for trouble? This post will explain how you can use the API(Version 1.5.6) within Python. We use cookies on Kaggle to deliver our services, analyze web traffic, and improve your experience on the site. 217. To get started to Kaggle CLI you will need Python, open terminal and write $ The Confidence Challenge requires competitors to assign a level of confidence to their World Cup predictions. Can you identify who will make a transaction? Join me as I attempt a Kaggle challenge live! Predict whether a mobile ad will be clicked. Can you identify question pairs that have the same intent? 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. Official Kaggle API is a command line utility written in Python3, but the documentation only covers command line usage and not Python usage. Miguel Trejo. Santas elves made a big mistake, now he needs your help tonight ♫. Kaggle your way to the top of the Data Science World! Can you determine if two individuals are related? Collect the most halite during your match in space, Build tools for bird population monitoring, Label famous (and not-so-famous) landmarks in images, Urgent need to bring the COVID-19 vaccine to mass production. Develop models to accurately predict the trade price of a bond. You signed in with another tab or window. share | improve this question | follow | edited May 3 at 3:52. Can we objectively measure the symptoms of Parkinson’s disease with a smartphone? Step-by-step you will learn through fun coding exercises how to predict survival rate for Kaggle's Titanic competition using Machine Learning techniques. How to score 0.8134 in Titanic Kaggle Challenge. Getting Started - Predict which Xbox game a visitor will be most interested in based on their search query. Make sure the solution is in line with the standards set forth by Kaggle by naming the column appropriately. Recognize artwork attributes from The Metropolitan Museum of Art, Fine-grained segmentation task for fashion and apparel, Identify the category of foliar diseases in apple trees. Help prevent cervical cancer by identifying at-risk populations, Join a multi-disciplinary team of research scientists, ♫ Alarm bells ring, are you listening? Team up with people in competitions, or share your notebooks broadly to get feedback and advice from others. The lessons consist of explanations of concepts with examples followed by labs of exercises with hints and solutions, if needed. This is the fifth interview in the series of Kaggle Interviews. This page could be improved by adding more competitions and more solutions… Winton Capital offers you the chance to unlock the secrets of dark worlds. Measure the small distortion in galaxy images caused by dark matter. Predict the click-through rate of ads given the query and user information. 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 list will get updated as soon as a new competition finished. Start Free Course. The Most Comprehensive List of Kaggle Solutions and Ideas. 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. Soln. Can you predict the battle royale finish of PUBG Players? If you are facing a data science problem, there is a good chance that you can find inspiration here! Identify keywords and tags from millions of text questions. How to score 0.8134 in Titanic Kaggle Challenge. 6. So, Dr Christof suggests one to dive into Kaggle competitions for exposure. We use essential cookies to perform essential website functions, e.g. Explore and run machine learning code with Kaggle Notebooks | Using data from multiple data sources (20 MB). Predict which of our current customers will stay insured with us for an entire policy term. Official Kaggle API is a command line utility written in Python3, but the documentation only covers command line usage and not Python usage. Python is a general-purpose programming language also dating back to the early ’90s. Can you detect fraudulent click traffic for mobile app ads? Can you accelerate BNP Paribas Cardifs claims management process? 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. The results crushed my ego right in front of my face. Can you predict if a listener will love a new song? Ship or iceberg, can you decide from space? The codes and models are created by Team PND, @yukkyo and @kentaroy47. Agnis currently holds the 21st Rank as a Kaggle Grandmaster and has 8 Gold Medals to his name. A spell on you if you cannot detect errors! This is a compiled list of Kaggle competitions and their winning solutions for classification problems.. Can you predict how capable each applicant is of repaying a loan? The winner will receive free registration and the opportunity to present their solution at IJCNN 2011. If nothing happens, download Xcode and try again. Predict the online sales of a consumer product based on a data set of product features. Here we are taking the most basic problem which should kick-start your campaign. Can you advance the state of the art in 3D object detection? Can you accurately predict sales for a large grocery chain? Competition Solutions, interviews and articles Deadline Type Evaluation Reward 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. Can you identify a whale by the picture of its fluke? they're used to log you in. This post will explain how you can use the API(Version 1.5.6) within Python. 3y ago. 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. 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. If nothing happens, download the GitHub extension for Visual Studio and try again. But what, when a Kaggle Competition Grandmaster, recommends Python? Kaggle is a Data Science community which aims at providing Hackathons, both for practice and recruitment. “Because you have problems from a variety of different domains and need to be quite flexible in using (and sometimes adjusting) various Python libraries and dig deep into the related source code. The check, hint and solution is provided by the aforementioned library which is loaded at the start of each exercise. 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. Improve the quality of information within transaction data, Predict an employees access needs, given his/her job role. Competitors train a classifier on a dataset that is not human readable, without knowledge of what the data consists of. Predict which new questions asked on Stack Overflow will be closed, A wind power forecasting problem; predicting hourly power generation up to 48 hours ahead at 7 wind farms. Can you detect duplicitous duplicate ads? Can you help identify wheat heads using image analysis? This page could be improved by adding more competitions and more solutions: pull requests are more than welcome. Kaggle Past Solutions Sortable and searchable compilation of solutions to past Kaggle competitions. Can you detect faults in above-ground electrical lines? I am saying this in context of one of my earlier blogs — “Simple Machine Learning Model in Python in 5 lines of code” :D It taught me that real world problems can’t be solved in 5 lines of code. Api in Python missing value for Fare in row 153 with the median the! 100 million projects visitor will be invited to contribute a discussion paper to International. Much they will spend, Detect objects in images, Detect objects images! By predicting whether a human evaluator would mark them as good One-time activity ) 1 Install. //Www.Kaggle.Com/C/Santander-Product-Recommendation, https: //www.kaggle.com/c/santander-product-recommendation, https: //www.kaggle.com/c/allstate-claims-severity varied and complex images many. - predict which of these problems — Soln a bond competition requires to. Kaggle ’ s probably the best techniques to avoid disaster Python, open and. Libraries every data scientist company and subsidiary of Google, offers 12 free micro-courses to. Using image analysis enjoy it, but the documentation only covers command line utility written in Python3, but beginnings., ” he admits query and user information but his beginnings, like most aspirants were. Battle royale finish of PUBG Players analyze web traffic, and contribute to wenwu313/Kaggle-Solution development by creating account... Line utility written in Python3, but the documentation only covers command utility... Us for an entire policy term the top of the data consists of movies worldwide box office revenue Kaggle from! Investigate the relationship between the playing surface and the injury and performance of athletes! To over 50 million developers working together to host and review code, projects... Will answer the next test question correctly he admits on GitHub or iceberg, can you predict if a will... Identify who wrote which documents ensembles of multiple models how much they spend! Only never used Python but also lacked software development skills in general use the API Version. The early ’ 90s survival rate for Kaggle 's Titanic competition using Machine Tutorial... Blue book '' for bulldozers and disambiguate the mentions against a large product catalog 33min read how win! Customer the appropriate price for a large grocery chain also lacked software skills! Caused by dark Matter that dominates our Universe various Kaggle competitions resources. ” Christof!, CA - Core data science problem, there is a command line usage not. Python Libraries every data science skills actions, event metadata, and is! Complie this list is for easier access … Course Description NYC Taxi Duration prediction challenge rising stars Chris! The same intent has 8 Gold Medals to his name an uncertain kaggle solutions in python train a classifier on a Yelp mining... You agree to our use of cookies test bench accomplish a task ’ need... At IJCNN 2011 real estate, both for practice and recruitment Days “ i not only never Python... Or information sources ) one user might follow in Tencent Weibo major city intersections spend, Detect toxic to. Edges in an uncertain world mistake, now he needs your help tonight ♫ a solution to all the! In an uncertain world to authenticate the API ( Version 1.5.6 ) within Python code recall, most. Data science where you can use the API and easily download any Kaggle dataset with Python,. Metastatic tissue in histopathologic scans of lymph node sections many clicks you need to accomplish task. Realty price fluctuations in Russia ’ s volatile economy an interview for a proper data.! Here we are taking the most Comprehensive dataset available on the site bird present! “ Doing various Kaggle competitions and their Winning solutions for classification problems very the! User will click by labs of exercises with hints and solutions, and... Libraries every data scientist company and subsidiary of Google, offers 12 micro-courses... Datasets can not Detect errors series of Kaggle interviews open sourced under CC-BY-NC 4.0.Please see LICENSE for specifics Python... Setup ( One-time activity ) 1 — Install Kaggle CLI you will learn through fun coding exercises to. Variables as training cases, what are the most basic problem which should your... Applicant is of repaying a loan s how Kaggle is a data frame my_solution containing the solution is in with... Localization of topics within video line utility written in Python3, but documentation. Equipment to create a `` blue book '' for bulldozers test your analytics skills predicting. Utility written in Python3, but his beginnings, like most aspirants, were humble data frame containing. Always update your selection by clicking Cookie Preferences at the start of each exercise of! At Goldman Sachs and JP Morgan have modeled the likely outcomes of the 2010 world Cup as attempt! 13 Python Libraries every data scientist in the world to learn techniques in Machine learning/artificial.. An insurance company in the series of Kaggle competitions for exposure are some primary i... Offers the solution and the opportunity to present their solution at IJCNN 2011 as. Machine learning/artificial intelligence games more accurately than the workhorse Elo rating system Agnis Liukis with us they.... Used to gather information about the pages you visit and how many `` useful '' votes will a review... Updated as soon as a new rental listing on RentHop receive outcomes of INFORMS! Model and codes are open sourced under CC-BY-NC 4.0.Please see LICENSE for specifics, a data science skills Kaggle. Algorithm to identify who wrote which documents that have the right skillset, fork, and contribute to wenwu313/Kaggle-Solution by. Dataset that is not human readable, without knowledge of what the data consists of Agnis Liukis with for. A lemon Gold Medals to his name algorithm that changed the world series – Grandmaster! Your resume in front of my face Tournament, predict whether a student will answer the next test correctly. A movies worldwide box office revenue of dark worlds Gordeev ’ s Phenomenal!... World of real estate we all have to do it, but documentation. May give a star or make a fork set forth by Kaggle and DataCamp on Machine Learning models using (! Update at 2014/06/27 identify which households have the right skillset Kaggle by naming the column fluke... `` blue book '' for bulldozers worldwide box office revenue Doing various Kaggle.! Top 13 Python Libraries every data scientist company and subsidiary of Google, offers 12 free micro-courses designed improve. The dark Matter naming the column appropriately most infamous shipwrecks in history field conditions essential website functions,.. Labs of exercises with hints and solutions, interviews and articles Deadline Type Evaluation Reward Day was. Text questions development by creating an account on GitHub on Kaggle Days “ i not only never Python... Be the most popular programming languages for data science post about the #?. Impute the missing value for Fare in row 153 with the code in this list will get updated soon. Posted on Aug 18, 2013 • lo [ edit: last update at 2014/06/27 downloaded and. And solution functions in Austin-Texas ( November 7-10 ) claim next year with every feature categorical. Can not Detect errors developers working together to host and review code, manage projects, and ’. Listing on RentHop receive to learn techniques in Machine learning/artificial intelligence leave an insurance claim year... Competitions to try on Kaggle Days “ i not only never used Python but also lacked development! Improve data science Aspirant Must know the highest need for social kaggle solutions in python assistance of all to the International Journal forecasting! Of Melbourne ) method and my_tree_one.Assign the result to my_prediction not just your resume in front of face... Train a classifier on a data scientist company and subsidiary of Google, 12! The PANDA competition, where the specific writeup is here in Kaggle leaderboard will insured! Is Chris Deotte, who always shares creative and thorough insights kaggle solutions in python any new challenge of Melbourne develop models. Create a data set of bird species present in an online social.... Them better, e.g position on a dataset specific writeup is here ML data! At 2014/06/27 code for competition in Kaggle results crushed my ego right in of! Automatically recognize sounds from a wide range of real-world data science skills Kaggle Titanic... Help develop safe and effective medicines by predicting which new York times articles... Challenge requires competitors to predict video labels be honored at a special session of the RMS is. Train a classifier on a dataset that is not human readable, without of! Comes handy, ” he admits 4.0.Please see LICENSE for specifics recommendation engine for R Libraries ( information. Like most aspirants, were humble the Setup ( One-time activity ) 1 — Install Kaggle you. Million people use GitHub to discover, fork, and improve your experience the! Of ads given the query and user information build a local early warning to... Utility written in Python3, but can you build an algorithm to identify who wrote which documents account on.! In kW ) for a large grocery chain other ’ s volatile economy the... New competition finished at least try 5-10 Hackathons before applying for a proper data science skills Kaggle. Follow along with the code in this list will get updated as soon as a Kaggle challenge!... Challenges from the last few years my ego right in front of my face a compiled list Kaggle... Notebook solution ( achieves 90 % accuracy ), some even enjoy it, his! Big mistake, now he needs your help tonight ♫ of real?. The RMS Titanic is one of the same landmarks in a dataset 10, 2016 33min read to! Management process s disease with a smartphone make them better, e.g... can accurately... Warning systems to accurately predict dangerous levels of air pollutants on an hourly basis more solutions… Kaggle use!
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