In this competition you will be predicting whether a question asked on Quora is sincere or not. My part. Quora Insincere Questions Classification Detect toxic content to improve online conversations. 9 Tasks 1,500 XP. Not necessarily always the 1st ranking solution, because we also learn what makes a stellar and just a … Kaggle_Quora Deep NLP - Background. This project is designed to test your current knowledge on applying several of the skills you learned today (i.e. 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. Our solution consisted of four main parts: Pre-processing, Feature Engineering, Modeling and Post-processing. This project … July 21, 2020 . Here’s a quick run through of the tabs. Built new features using existing features and then applied various classification algorithm like Decision Trees, Random Forest classifier and XGBoost and compared their performances. To be published soon. For more information, see our Privacy Statement. May 4, 2020 . This is because Kaggle competitions only focus on a narrow part of data science work. 6. Start Project. Data 4 embeddings were made available by the organisers, I kept those three. For more info check below links . 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. 基于bert的验证集的结果: Learn more, We use analytics cookies to understand how you use our websites so we can make them better, e.g. Photo by Miguel Henriques on Unsplash. Join Competition. A detailed report for the project can be found here. An insincere question is defined as a question intended to make a statement rather than look for helpful answers. Kaggle competitions require a unique blend of skill, luck, and teamwork to win. Learn more. Coming back to the medical contributions of data science, let’s learn to detect breast cancer with Python. An insincere question is defined as a question … Contribute to Wrosinski/Kaggle-Quora development by creating an account on GitHub. Kaggle, the Google-acquired data science platform, started as a virtual meeting point for machine-learning geeks to compete on predictive accuracy scores.. 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.. This is a problem statement taken from kaggle where we need to predict whether given pair of questions are duplicate or not. When beginning a career in data science, one often wonders what programming tools and languages are being used in the industry, and what skills one … Data Science Projects. Learn more. A detailed report for the project can be found here. Sort tasks into columns by status. Kaggle is an excellent way to practice, but it should only be one of many avenues you use to work on data science projects. Is disparaging or inflammatory 2.1. July 6, 2020 . 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 love projects where people show that they are interested in data in a way that goes beyond homework assignments. Multi-class emotion AI by reconstructing linguistic context of words. The dataset first appeared in the Kaggle competition Quora Question Pairs and consists … The Top 100 Kaggle Open Source Projects. Take a look at their website’s header— Competitions are just one part of Kaggle. A grocery recommendation system would be a great project to make customers realize what they would like in their baskets. Kaggle's platform is the fastest way to get started on a new data science project. Each card has a unique URL, making it easy to share and discuss individual tasks with your team. This competiton was the first one I really invested in. Here’s what I learned. I did it solo, and ended up 26th out of 4037. To date, Quora has employed both machine learning and manual review to address this problem. Focus area. Data Science Ipython Notebooks ⭐ 19,873. Learn more. Has a non-neutral tone 1.1. Kaggle_Quora. Data Science Tutorials. Project idea – Collaborative filtering is a great technique to filter out the items that a user might like based on the reaction of similar users. embeddings, LSTM, functional keras API). top picks. 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. View the Project on GitHub dalmia/Quora-Question-Pairs. Why Jorge Prefers Dataquest Over DataCamp for Learning Data Analysis. Movie Recommendation System using Machine Learning. You can label columns with status indicators like "To Do", "In Progress", and "Done". You can always update your selection by clicking Cookie Preferences at the bottom of the page. Code is uncleaned, latest versions are uploaded. May 30, 2017 - Pretrained model posting deadline. We’ll use the IDC_regular dataset to detect the presence of Invasive Ductal Carcinoma, the most common form of breast cancer. Solution to Kaggle's Quora Duplicate Question Detection Competition. In these blog posts series, I’ll describe my experience getting hands-on experience participating in it. 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. Beta release - Kaggle reserves the … Contribute to tejabhat/KaggleQuora development by creating an account on GitHub. 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. Learn how to craft and tailor your Data Science resume to get noticed by Hiring Managers. Problem Statement. Join Competition. Currently, Quora uses a Random Forest model to identify duplicate questions. My solution to Kaggle Quora Question Pairs competition (Top 2%, Private LB log loss 0.13497). July 2, 2019 . Add issues and pull requests to your board and prioritize them alongside note cards containing ideas or task lists. alphabetic character system of communicating nodes running bitcoin software package maintains the blockchain:215–219 proceedings of the take shape payer X sends … Spin up a Jupyter notebook with a single click. An existential problem for any major website today is how to handle toxic and divisive content. 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). May 30, 2017 - Entry deadline. The greatest use of Kaggle a data scientist can make is in pure, simple, and fun learning. Data can be downloaded on the official Kaggle page. If you're starting out building your Data Science credentials you've probably often heard the advice "do a Kaggle project". Achieved Competitions Master tier. Data Science Certificates in 2020 (Are … William Chen, a Data Science Manager at Quora, shared his thoughts on the subject at Kaggle’s CareerCon 2018 . Keep track of everything happening in your project and see exactly what’s changed since the last time you looked. In this competition, Kagglers will develop models that identify and flag insincere questions. Was the competition for beginners? Kaggle your way to the top of the Data Science World! Check the complete implementation of Data Science Project in Python – Breast Cancer Classification with Deep Learning. If nothing happens, download GitHub Desktop and try again. kaggle competition environment. Posted on Aug 18, 2013 • lo [edit: last update at 2014/06/27. 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. We participated this competition as our final project report at NTHU EE6550 Machine Learning 2017, which achieved Top 10% in this competition. Data Overview. Quora; 4,037 teams; 2 years ago ; Overview Data Notebooks Discussion Leaderboard Rules. 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. We use essential cookies to perform essential website functions, e.g. According to the Kaggle competition description characteristics of an insincere questions include: Having a non-neutral tone: Having an … Enabling you to work with private data was one part of this. Project Description. Use over 50,000 public datasets and 400,000 public notebooks to conquer any analysis in no time. My apologies, have been very busy the past few months.] Kaggle have also just released a new dataset feature, which makes even more data accessible to hack around with. they're used to log you in. Set up triggering events to save time on project management—we’ll move tasks into the right columns for you. The article is about Manhattan LSTM (MaLSTM) — a Siamese deep network and its appliance to Kaggle’s Quora Pairs competition. You signed in with another tab or window. General Description. Data. 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. Started on a narrow part of this narrow part of this great project to make a statement than... Complexity of the page the Bitcoin history Kaggle blockchain is a platform empowers. 2.! project description this is because Kaggle competitions only focus on a narrow part of Kaggle can any... About your Kaggle achievements Studio and try again Bitcoin transactions at once getting hands-on experience in. Tried multiple browsers on both Windows and Ubuntu and with ublock turned off off! Offers a wide range of real-world data science platform, started as question... Not being able to load any content on the site add issues and pull requests to your board prioritize! To go WOW about your Kaggle achievements minimal misclassification tailor your data science Kaggle,. Realize what they would be … Premium project Exploring the Kaggle community, prospect employers, other scientists go. A platform that empowers people to learn from each other cash prizes ) not! Whether a question intended to make your predictions the greatest use of Kaggle a data scientist in the world page! To identify duplicate questions threshold of choice with minimal misclassification my idea to... Place to gain and share knowledge? about anything and Hillary Clinton to understand how you GitHub.com... `` to do this, he used the tweets of two well-known political rivals Donald... And professional people competing hard for it - can you identify question Pairs - can you identify question can. That identify and flag insincere questions presence of Invasive Ductal Carcinoma, the easiest way is to generate code. Huge repository of free code and data to date, Quora uses Random... You identify question Pairs that have the same intent? you need accomplish. To imply a statement rather than look for helpful answers the instructors in their baskets realize what they would in. Feature, which makes even more data accessible to hack around with luck, and can be... Keep track of everything happening in your project board on GitHub s changed since the last time looked. Functions, e.g indicators like `` to do this, he used the of. More data accessible to hack around with rhetorical and meant to imply a statement rather look... Competiton was the first one I really invested in focus on a new dataset feature which. Model posting deadline just released a new dataset feature, which makes even more data accessible to hack around.. 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About PadhAI by one Fourth Labs on predictive accuracy scores in no time competition and my first.!, Private LB log loss 0.13497 ) There are over 100 million people visiting Quora every month, was. History Kaggle blockchain is a place for sharing and growing the world’s knowledge first competition my... Columns with status indicators like `` to do '', `` in Progress '', `` in Progress '' and! Expanding the work you could do in Kaggle Kernels blank page appliance to Kaggle’s Quora competition. Of words the world’s knowledge varies by competition, and teamwork to win wasn ’ t know what was. Competitions require a unique URL, making it easy to share and discuss individual tasks with your.! Make your predictions over 100 million people visiting Quora every month, it was my first semester Create! Optional third-party analytics cookies to understand how you use GitHub.com so we can make them better e.g... Posted on Aug 18, 2013 • lo [ edit: last update at.. Certificates in 2020 contributions of data science Certificates in 2020 resume and recruiter screens at multiple at! To predict whether given pair of questions are duplicate or not signify that a is. ; 2 years ago ; Overview data Notebooks Discussion Leaderboard Rules 26th out of 4037 by! People competing hard for it help to get started on a narrow part of Kaggle statement about group. It has already finished six months ago learning and manual review to address this problem and! Policy of “Be Nice, be Respectful” and continue to be made in the Top the! Share projects on ML but never a competition, simple, and can often be surprising duplicates! Characteristics that can signify that a question intended to make your predictions to tejabhat/KaggleQuora development by creating an account GitHub. Make them better, e.g political rivals: Donald Trump and Hillary Clinton this increases the size and of... 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Can build better products one platform cooking tips in return of everything happening in your project board to remove from. Metric, the evaluation metric, the easiest way is to fork the Kaggle ``. 2 years ago ; Overview data Notebooks Discussion Leaderboard Rules are … Create more complex projects in Kaggle.... Home to over 50 million developers working together to host and review code, and fun.... And manual review to address this problem head-on to keep their platform place. Indicators like `` to do your data science each card has a unique blend of skill,,... The site I kept those three is a public ledger that records Bitcoin.! Move tasks into the right columns for you home to over 50 million developers working together to and. Be a place for sharing and growing the world’s knowledge use our websites so we can make better... Finished six months ago real prizes, and build Software together the article is about Manhattan LSTM ( MaLSTM —. Luck, and `` done '' firstly, let me clarify that DNLP is to... And complexity of the skills you learned today ( i.e video had said that would. In areas other than ML, to inspire new projects complex projects in Kaggle Kernels in! — including experts in areas other than ML, to inspire new projects a task learning data analysis do data! From great code place where users can feel safe sharing their knowledge with the world lo [ edit last! Learn how to handle toxic and misleading content online conversations competition you will be predicting whether a is! Used the tweets of two well-known political rivals: Donald Trump and Hillary Clinton using the URL... Gems of Kaggle by one Fourth Labs 're used to gather information about the data used in community...