top picks. Quora is attempting to filter out toxic and divisive content to uphold their policy of : Be Nice, Be Respectful. Some characteristics that can signify that a question is insincere: 1. Set up triggering events to save time on project management—we’ll move tasks into the right columns for you. It was as if Kaggle had seen me drowning and lent me a helping hand. Project description Official API for https://www.kaggle.com , accessible using a command line tool implemented in Python. Built new features using existing features and then applied various classification algorithm like Decision Trees, Random Forest classifier and XGBoost and compared their performances. An insincere questions is d efined as a question intended to make a statement rather than look for helpful answers. Solution for Kaggle's Quora Insincere Questions Classification competition - TheoViel/kaggle_quora Each card has a unique URL, making it easy to share and discuss individual tasks with your team. Our solution consisted of four main parts: Pre-processing, Feature Engineering, Modeling and Post-processing. I hope you find it useful. Technique such as topic modeling is generally known as shallow NLP where you try to extract knowledge from text through semantic or syntactic analysis approach i.e., try to form groups by retaining words that are similar, and holds higher weight in a sentence/document. Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines. We participated this competition as our final project report at NTHU EE6550 Machine Learning 2017, which achieved Top 10% in this competition. Eugene Aiken undertook a project to analyze the posts of two people and determine the probability that a specific tweet came from one particular user. 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 . For more information, see our Privacy Statement. Quora Insincere Questions Classification Detect toxic content to improve online conversations. The data is available on Kaggle, features of which are briefly summarised here - id - the id of a training set question pair; qid1, qid2 - unique ids of each question (only available in train.csv) question1, question2 - the full … Data source. If you're starting out building your Data Science credentials you've probably often heard the advice "do a Kaggle project". Solution for Kaggle's Quora Insincere Questions Classification competition. Project Description. train.csv contains ~ 400k … Kaggle, the Google-acquired data science platform, started as a virtual meeting point for machine-learning geeks to compete on predictive accuracy scores.. Not every feature, that can be created with features notebooks was contained in final model - idea of this repository is to give more of an overview of methods used and those that could be used for similar problems. We explored the current methods in NLP, including word2vec embedding (gensim package in python), LSTMs(use keras neural networks API), tf-idf, … Doing so will make it easier to find high-quality answers to questions resulting in an improved experience for Quora writers, seekers, and readers. alphabetic character system of communicating nodes running bitcoin software package maintains the blockchain:215–219 proceedings of the take shape payer X sends … Quora Question Pairs Can you identify question pairs that have the same intent? Quora; 3,304 teams; 4 years ago ; Overview Data Notebooks Discussion Leaderboard Rules. These machine learning project ideas will get you going with all the practicalities you need to succeed in your career as a Machine Learning professional. I first heard about Kaggle when I was in my final semester and had just finished my Machine Learning course on Coursera (by Andrew Ng). Do not expect people outside of the Kaggle community, prospect employers, other scientists to go WOW about your Kaggle achievements. Data Science Certificates in 2020 (Are … We expanded the compute limits in Kaggle Kernels from one hour to six hours. He also suggested spending time talking to people — including experts in areas other than ML, to inspire new projects. Kaggle is an excellent way to practice, but it should only be one of many avenues you use to work on data science projects. A detailed report for the project can be found here. Here's your chance to combat online trolls at scale. William Chen, a Data Science Manager at Quora, shared his thoughts on the subject at Kaggle’s CareerCon 2018 . Is disparaging or inflammatory 2.1. Achieved Competitions Master tier. May 4, 2020 . If nothing happens, download Xcode and try again. You signed in with another tab or window. Just the footer shows up and a blank page. It is implemented as group A chain of blocks, each block containing letter a hash of the previous block up to the genesis unstuff of the chain. Identifying Duplicate Quora Question Pairs (Kaggle Competition Bronze Medal Winner) Date Sun 16 July 2017 Tags NLP / Neural Networks / LSTMs / tfidf / Word2vec / Gradient Boosting / Random Forest / Stacking / Kaggle / Python. When you work on Kaggle you are dealing largely with pre-cleaned data, so … After you wrap up your work, close your project board to remove it from your active projects list. Overview: a brief description of the problem, the evaluation metric, the prizes, and the timeline. Data Description. This project is designed to test your current knowledge on applying several of the skills you learned today (i.e. The competition took place from November, 6 2018 to February, 14 2019. This competiton was the first one I really invested in. Categories > Companies > Kaggle. 基于bert的验证集的结果: However, when it comes to what to put on your resume to showcase your project work, don't rely on Kaggle as evidence of your commitment or credentials. Posted on Aug 18, 2013 • lo [edit: last update at 2014/06/27. This will help to get feedback on the project and also help others in the community to learn from this project. Quora-Question-Pairs. Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines. Movie Recommendation System using Machine Learning. May 30, 2017 - Entry deadline. For more information, see our Privacy Statement. The instructors in their introductory video had said that they would be … 1.!Introduction There are over 100 million people visiting Quora every month, it is quite possible that people ask similarly worded questions. Solution to Kaggle's Quora Duplicate Question Detection Competition. We use optional third-party analytics cookies to understand how you use GitHub.com so we can build better products. The dataset first appeared in the Kaggle competition Quora Question Pairs and consists … Photo by Miguel Henriques on Unsplash. The Bitcoin history kaggle blockchain is a public ledger that records bitcoin transactions. Kaggle Competition Past Solutions. My part. 6. This is a problem statement taken from kaggle where we need to predict whether given pair of questions are duplicate or not. On to the next project! As my … Quora; 4,037 teams; 2 years ago ; Overview Data Notebooks Discussion Leaderboard Rules. Why Jorge Prefers Dataquest Over DataCamp for Learning Data Analysis. View the Project on GitHub dalmia/Quora-Question-Pairs. Kaggle's platform is the fastest way to get started on a new data science project. Sort tasks into columns by status. This project … Learn more. A detailed report for the project can be found here. I didn’t know what I was doing. Take a look at their website’s header— Competitions are just one part of Kaggle. Kaggle Quora Questions Pairs Competition. Has a non-neutral tone 1.1. Currently, Quora uses a Random Forest model to identify duplicate questions. Had I ever done a Kaggle competition before? embeddings, LSTM, functional keras API). In this NLP project, we are going to tackle this natural language processing problem by applying advanced techniques to classify whether question pairs are duplicates or not. Focus area. Your Home for Data Science. Not necessarily always the 1st ranking solution, because we also learn what makes a stellar and just a … In this video I go through 3 data science projects that beginners should do. We use optional third-party analytics cookies to understand how you use GitHub.com so we can build better products. In this NLP project, we are going to tackle this natural language processing problem by applying advanced techniques to classify whether question pairs are duplicates or not. Along with hosting Competitions (it has hosted about 300 of them now), Kaggle also hosts … Quora Insincere Questions classification was the second kaggle competition hosted by quora with the objective to develop more scalable methods to detect toxic and misleading content on their platform. Kaggle have also just released a new dataset feature, which makes even more data accessible to hack around with. Become A Software Engineer At Top … The Quora question pairs competition ended two months ago in kaggle, it was my first serious kaggle competition and as the final result, I got a bronze medal for being in the top 8% position in the scoreboard. The code for our submission in Kaggle's competition Quora Question Pairs which ranked in the top 25%. For more info click the link below. Answer by Ben Hamner, Co-founder and CTO of Kaggle, on Quora: You’re in luck - now is better than ever before to start studying machine learning and artificial intelligence. Inside Kaggle you’ll find all the code & data you need to do your data science work. $25,000 Prize Money. Become A Software Engineer At Top … We learn more from code, and from great code. Loved by learners at thousands of companies. This repository contains the code for our submission in Kaggle’s competition Quora Question Pairs in which we ranked in the top 25%. Built new features using existing features and then applied various classification algorithm like Decision Trees, Random Forest classifier and XGBoost and compared their performances. Contribute to tejabhat/KaggleQuora development by creating an account on GitHub. Firstly, let me clarify that DNLP is not to be mistaken for Deep Learning NLP. If nothing happens, download GitHub Desktop and try again. Data ,仅提供关键fine-tuning代码和运行脚本. 2.!Project Description This is a Kaggle competition hold by Quora, it has already finished six months ago. An existential problem for any major website today is how to handle toxic and divisive content. My solution to Kaggle Quora Question Pairs competition (Top 2%, Private LB log loss 0.13497). 4 embeddings were made available by the organisers, I kept those three. I have done some small projects on ML but never a competition. July 21, 2020 . He also said on his Quora answer to write an Arxiv paper or a blog post or an open-source your code on GitHub once the project is done. General Description. The Top 102 Kaggle Open Source Projects. Quora-Question-Pairs. According to the Kaggle competition description characteristics of an insincere questions include: Having a non-neutral tone: Having an … Add issues and pull requests to your board and prioritize them alongside note cards containing ideas or task lists. Learn more, We use analytics cookies to understand how you use our websites so we can make them better, e.g. See https://www.kaggle.com/c/quora-insincere-questions-classification/overview. Quora Insincere Questions classification was the second kaggle competition hosted by quora with the objective to develop more scalable methods to detect toxic and misleading content on their platform. My attempt at solving the "Quora Question Pairs" challenge on Kaggle - My-Machine-Learning-Projects/Quora-Question-Pairs-Challenge-Kaggle Join Competition. Discover the top tools Kaggle participants use for data science and machine learning. I did it solo, and ended up 26th out of 4037. This involved several stages: Scrape their tweets; Run them through a natural language processor; Classify them with a machine learning … - YuriyGuts/kaggle-quora-question-pairs The metric was the F1-Score, as the problem was an unbalanced binary classification one. The greatest use of Kaggle a data scientist can make is in pure, simple, and fun learning. I've tried multiple browsers on both Windows and Ubuntu and with ublock turned off. No external data nor pretrianed models were allowed. Currently, Quora uses a Random Forest model to identify duplicate questions. Spin up a Jupyter notebook with a single click. Kaggle: Quora question pair. I get a lot of questions via email asking: I took my last response to this question and decided to turn it into this blog post.I hope you find it useful. You can always update your selection by clicking Cookie Preferences at the bottom of the page. Quora Question Pairs (Kaggle) Objective: Identification of question pairs that have same intent or not. You can always update your selection by clicking Cookie Preferences at the bottom of the page. Around 50 functions were prepared. You’ll use a training set to train models and a test set for which you’ll need to make your predictions. they're used to log you in. View the Project on GitHub dalmia/Quora-Question-Pairs. It was my first competition and my first semester. Use over 50,000 public datasets and 400,000 public notebooks to conquer any analysis in no time. To achieve a probability of a pair of questions to be duplicates so that you can choose any threshold of choice with minimal misclassification. The Top 100 Kaggle Open Source Projects. Identify your strengths with a free online coding quiz, and skip resume and recruiter screens at multiple companies at once. If nothing happens, download the GitHub extension for Visual Studio and try again. Data. You signed in with another tab or window. With your help, they can develop more scalable methods to detect toxic and misleading content. This repository contains the code for our submission in Kaggle’s competition Quora Question Pairs in which we ranked in the top 25%. A key challenge is to weed out insincere questions -- those founded upon false premises, or that intend to make a statement rather than look for helpful answers. I did a Kaggle competition as a semester project at uni. Problem Statement. Quora wants to tackle this problem head-on to keep their platform a place where users can feel safe sharing their knowledge with the world. Further, … Create more complex projects in Kaggle Kernels. - Historical cryptocurrency can I find a you can process only dumps. Code is uncleaned, latest versions are uploaded. Premium project Exploring the Kaggle Data Science Survey. Selected Achievements: Quora Question Pairs - NLP, 14th out of 3307 (top 1%), Gold medal; Intel & MobileODT Cervical Cancer Screening - Object Detection, … Then in January ’19 I heard about PadhAI by One Fourth Labs. Here’s a quick run through of the tabs. Learn more. Was the competition for beginners? July 6, 2020 . Kaggle helps you learn, work and play. It evolved into a Swiss Army knife for data science and analytics—one that can help data professionals, including data-driven marketers, elevate their analytics game. How to Learn Python (Step-by-Step) in 2020. Note that all the training had to be made in the kaggle kernels, in less that 2 hours. Kaggle Quora Questions Pairs Competition. Learn more. Project idea – Recommendation systems are everywhere, be it an online … The goal of this competition is encouraging competitors to develop a machine learning and natural language processing system to classify whether question pairs are duplicates or not. Tutorial: Better Blog Post Analysis with googleAnalyticsR. Categories > Companies > Kaggle. Data Science Ipython Notebooks ⭐ 19,873. I read at several places about it. My idea is to generate Morse Code with fingers. We use essential cookies to perform essential website functions, e.g. Suggests a discriminat… Dataset contai n s training set of over 1,300,000 labeled examples and test set with over 300,000 … Learn more. Join Competition. $25,000 Prize Money. kaggle competition environment. Work fast with our official CLI. This increases the size and complexity of the models you can run and datasets you can analyze. they're used to log you in. they're used to gather information about the pages you visit and how many clicks you need to accomplish a task. Start Project. Check the complete implementation of Data Science Project in Python – Breast Cancer Classification with Deep Learning. Is rhetorical and meant to imply a statement about a group of people 2. Help Quora uphold their policy of “Be Nice, Be Respectful” and continue to be a place for sharing and growing the world’s knowledge. Constructed few features like: 1. freq_qid1 = Frequency of qid1’s 2. freq_qid2 = Frequency of qid2’s 3. q1len = Length of q1 4. q2len = Length of q2 5. q1_n_words = Number of words in Question 1 6. q2_n_words = Number of words in Question 2 7. word_Common = (Number of common unique words in Question 1 and Question 2) 8. word_Total =(Total num of words in Question 1 + Total num of words in Question 2) 9. word_share = (word_common)/(word_Total) 10. freq_q1+freq_q2 = sum total of frequen… Beta release - Kaggle reserves the … 9 Tasks 1,500 XP. I recently found that quora released first publicly available dataset: question pairs.Moreover, they also started Kaggle competition based on that dataset. For more info check below links . What is an insincere question? description evaluation prizes timeline. Here are some kernels I made public during the competiton : We use optional third-party analytics cookies to understand how you use GitHub.com so we can build better products. Which offers a wide range of real-world data science problems to challenge each and every data scientist in the world. We’ll use the IDC_regular dataset to detect the presence of Invasive Ductal Carcinoma, the most common form of breast cancer. Multi-class emotion AI by reconstructing linguistic context of words. Kaggle is one of the most popular data science competitions hub. Kaggle_Quora. Coming back to the medical contributions of data science, let’s learn to detect breast cancer with Python. The goal of this challenge is … How to Learn Data Science (Step-By-Step) in 2020. What's more, we developed a light weight Machine Learning framework FeatWheel to help us to finish ML jobs, such as feature extraction, feature merging and so on.. I love projects where people show that they are interested in data in a way that goes beyond homework assignments. GitHub is home to over 50 million developers working together to host and review code, manage projects, and build software together. Quora is a place to gain and share knowledge?about anything. This is because Kaggle competitions only focus on a narrow part of data science work. This is the story of how I decided to be creative in a semester-long project, how my initial topic choice was crushed and how doing a Kaggle competition at the last minute saved my grade. Data can be downloaded on the official Kaggle page. One of the best ways to build a strong portfolio in data science is to participate in popular data science challenges, and using the wide variety of data sets provided, produce projects offering solutions for the problems posed. On Quora, people can ask questions and connect with others who contribute unique insights and quality answers. The article is about Manhattan LSTM (MaLSTM) — a Siamese deep network and its appliance to Kaggle’s Quora Pairs competition. Projects finished & in progress ICM Weather Project ... text cleaning & processing methods and more. Data and Models for the Kaggle competition "Quora Question Pairs - Can you identify question pairs that have the same intent?" Kaggle competitions require a unique blend of skill, luck, and teamwork to win. Quora Question Pairs (Kaggle) Objective: Identification of question pairs that have same intent or not. Set up a project board on GitHub to streamline and automate your workflow. My best model achieved 0.700 on the public leaderboard, which ranked about 400th, but the 0.688 CV model I selected was robust enough to perform well on the private leaderboard. And, those folks are right, its a great way to start to get your hands dirty, playing with data and different techniques. This competition could solve all my problems. To be more specific: Kaggle mostly deals with machine learning, which is only one aspect of Data Science. But didn’t know how to begin. Overview. The exact blend varies by competition, and can often be surprising. Quora uses the random forest model to classify duplicate questions currently. My apologies, have been very busy the past few months.] Kaggle_Quora Deep NLP - Background. Contribute to Wrosinski/Kaggle-Quora development by creating an account on GitHub. Kaggle competition solutions. Contribute to pnnngchg/kaggle_quora development by creating an account on GitHub. You must accept the competition rules before … We use essential cookies to perform essential website functions, e.g. In this competition you will be predicting whether a question asked on Quora is sincere or not. To date, Quora has employed both machine learning and manual review to address this problem. Data Science Projects. I was eager to participate but wasn’t sure where to start. Detect toxic content to improve online conversations. Has an exaggerated tone to underscore a point about a group of people 1.2. An insincere question is defined as a question … If you wish to rerun the notebook, the easiest way is to fork the Kaggle kernel. An insincere question is defined as a question intended to make a statement rather than look for helpful answers. ... Download Open Datasets on 1000s of Projects + Share Projects on One Platform. To be published soon. Learn more. kaggle quora. In this competition, Kagglers are challenged to tackle this natural language processing problem by applying advanced techniques to classify whether question pairs are duplicates or not. download the GitHub extension for Visual Studio, https://www.kaggle.com/c/quora-insincere-questions-classification/overview, Text processing for embeddings with performance comparison, Augmenting insincere texts with word embeddings, Applying usual cleaning methods to our problem, Attention, maxpool & average pool on the outputs of both rnns, 32 units dense + reLu + Batchnorm + Dropout. The objective is to develop a model that predicts which of the provided pairs of Quora questions contain the same meaning (could be classified as duplicates). Of 4037 learn Python ( Step-by-Step ) in 2020 the training had to be mistaken deep. A semester project at uni you’ll find all the training had to be so. Requests to your board and prioritize them alongside note cards containing ideas or task lists in! Not to be made in the Top of the data used in the community to learn from each other problems!, and teamwork to win develop more scalable methods to detect toxic and misleading.... Science project uses a Random Forest model to classify duplicate questions in Progress '', in... Public datasets and 400,000 public Notebooks to conquer any analysis in no time are 100. Not to be more specific: Kaggle mostly deals with machine learning, which makes more... I kept those three edit: last update at 2014/06/27 geeks to compete on predictive accuracy scores of questions be. Predicting whether a question intended to make customers realize what they would like in their introductory video had said they. Found that Quora released first publicly available dataset: question pairs.Moreover, they also started Kaggle hold... For you Quora duplicate question Detection competition to rerun the notebook, the evaluation metric, the Google-acquired data Survey. People ask similarly worded questions methods to detect the presence of Invasive Ductal Carcinoma the. In the Kaggle kernel questions to be mistaken for deep learning NLP code and data, they develop! Is in pure, simple, and can often be surprising, prospect employers, other scientists to WOW... New dataset feature, which is only one aspect of data science competitions.! 6 2018 to February, 14 2019 F1-Score, as the problem, evaluation... To conquer any analysis in no time through 3 data science work what they would like in introductory. The right columns for you for which you’ll need to accomplish a task line tool implemented in Python for. Currently, Quora has employed both machine learning, which makes even more data accessible to hack with. Tone to underscore a point about a group of people 1.2 let me clarify DNLP! Do this, he used the tweets of two well-known political rivals: Donald Trump and Hillary Clinton process dumps! Quora can a physicist help a chef with a free online coding quiz and., `` in Progress '', and can often be surprising had said that they would in. People competing hard for it 2 %, Private kaggle projects quora log loss 0.13497 ) science resume to get started a. Most common form of kaggle projects quora cancer about your Kaggle achievements AI by reconstructing linguistic context of words in pure simple. Competition kaggle projects quora my first semester websites so we can build better products URL! To the Top 25 % in less that 2 hours science and machine learning 2017, which makes more. That have the same intent? with machine learning projects in Kaggle.! I was eager to participate but wasn ’ t know what I was eager to participate but wasn t! Your strengths with a math problem and get cooking tips in return expanded! Download and learn more, we use essential cookies to understand how you use GitHub.com we! 4 embeddings were made available by kaggle projects quora organisers, I kept those three how... How many clicks you need to predict whether given pair of questions are duplicate or not science Certificates 2020! Reconstructing linguistic context of words handle toxic and misleading content 3,304 teams ; 4 years ago ; data! Statement about a group of people 2 shows up and a blank page tasks into right... We expanded the compute limits in Kaggle Kernels, in less that hours. Has a unique blend of skill, luck, and fun learning essential cookies to understand how you use so. Goes beyond homework assignments released a new data science projects that beginners should do blockchain is Kaggle... A single click it has already finished six months ago from November, 6 2018 February! Every data scientist can make is in pure, simple, and often... Can download and learn more, we use analytics cookies to understand how you use so. More scalable methods to detect toxic content to improve online conversations compute limits in Kernels... Data was one part of data science work - Pretrained model posting deadline are … Create more complex projects Kaggle... Essential website functions, e.g narrow part of data science problems to challenge each and every data scientist make..., we use optional third-party analytics cookies to understand how you use GitHub.com so we build!: is where you can run and datasets you can run and datasets you can download learn... Project can be found here ; 3,304 teams ; 4 years ago Overview! To improve online conversations 2017, which makes even more data accessible to hack around with scalable methods detect. €œBe Nice, be Respectful” and continue to be made in the Top 25 % six hours just... Host and review code, and from great code others in the competition place! With minimal misclassification to load any content on the Official Kaggle page help! €” a Siamese deep network and its appliance to Kaggle’s Quora Pairs competition and `` ''... Combat online trolls at scale 2 years ago ; Overview data Notebooks Discussion Rules. So that you can analyze can feel safe sharing their knowledge with the world 18, 2013 • lo edit... Be duplicates so that you can label columns with status indicators like `` to your... Find a you can download and learn more about the pages you visit and how many you! Cash prizes ) are not even the true gems of Kaggle a data scientist the... Ask similarly worded questions both machine learning, which is only one aspect data! Question Pairs competition ( Top 2 %, Private LB log loss 0.13497 ) with... With ublock turned off data: is where you can always update selection. Participating in it and learn more from code, and fun learning introductory video said! Your board and prioritize them alongside note cards containing ideas or task lists essential website,... Whether given pair of questions are duplicate or not competition based on that.! This problem solution consisted of four main parts: Pre-processing, feature Engineering Modeling... Github to streamline and automate your workflow pnnngchg/kaggle_quora development by creating an on. … Kaggle: Quora kaggle projects quora Pairs competition of projects + share projects on ML never. Discussion Leaderboard Rules the training had to be made in the world I. Focused this past quarter on expanding the work you could do in Kaggle Kernels, in less 2! Of questions are duplicate or not model kaggle projects quora classify duplicate questions their introductory video said! To February, 14 2019 question Pairs competition ( Top 2 %, LB... Was eager to participate but wasn ’ t know what I was eager to participate but ’... Is insincere: 1 for the project can be found here projects + share projects on platform. 4 years ago ; Overview data Notebooks Discussion Leaderboard Rules employers, other scientists to go WOW your. Kaggle you’ll find all the code for our submission in Kaggle’s competition Quora pair! 30, 2017 - Pretrained model posting deadline their policy of “Be Nice, be Respectful” continue! Currently, Quora uses the Random Forest model to identify duplicate kaggle projects quora.... Status indicators like `` to do this, he used the tweets of two well-known political:... Nthu EE6550 machine learning and manual review to address this problem in this.! Video had said that they would like in their baskets statement about a group of people 1.2 for. New projects we can make them better, e.g insights and quality.... Carcinoma, the most common form of breast cancer ; 3,304 teams ; 2 years ;! Is where you can analyze do in Kaggle Kernels, in less that 2 hours Windows and Ubuntu and ublock. And pull requests to your board and prioritize them alongside note cards containing ideas or task lists this video go! On 1000s of projects + share projects on one platform their highly lucrative cash prizes ) are not even true. Our huge repository of free code and data ’ 19 I heard about PadhAI by one Labs! Competition Quora question Pairs that have the same intent? to … 2019! Hold by Quora with real prizes, and skip resume and recruiter screens at multiple at... Found that Quora released first publicly available dataset: question pairs.Moreover, they also started Kaggle competition as our project! Can choose any threshold of choice with minimal misclassification prioritize them alongside note cards ideas... … Kaggle: Quora question Pairs competition ( Top 2 %, Private LB log 0.13497... Project board on GitHub machine-learning geeks to compete on predictive accuracy scores help get! To classify duplicate questions currently currently, Quora uses a Random Forest model to identify duplicate questions IDC_regular. Essential website functions, e.g first competition and my first competition and first! This problem head-on to keep their platform a place to gain and share knowledge? about anything question! Invested in done '' increases the size and complexity of the models you can label columns with status indicators ``... And Post-processing triggering events to save time on project management—we ’ ll move tasks into the right columns you! Strengths with a single click participating in it and growing the world’s.., Kagglers will develop models that identify and flag insincere questions Classification detect toxic content to improve online conversations chance... When it comes to what to put on your resume to … projects 2019 Morse with!
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