kaggle competition

image src: Kaggle.comI finally entered my first Kaggle competition. The name of the competition is “Jane Street Market Prediction” and the goal is to maximize profit. As someone who started their data science...

Lessons I learned from Kaggle to enhance the final model performance. Each evaluation strategy’s pros and cons and when to use each one are included.My performance compared to other kagglers 🤔 — image by...

Can you cut the time a Mercedes-Benz spends on the test bench?Table of content :Business ProblemObjective of the ProjectData DescriptionFirst Cut ApproachExplore Data AnalysisExisting approach of...

Airbnb New User Prediction — A Kaggle case studyPicture Credit: Me..!As people become more and more curious about their surroundings, they start to sail across borders to explore distant places. This curiosity...

image from GoogleTable of ContentsOverviewBusiness ProblemDataset AnalysisMapping the Real World Problem into ML problemPerformance MetricExploratory Data AnalysisFeature EngineeringData preprocessingModelingFuture...

Freesound Audio Tagging — Recognizing Sounds of Various NaturesA Machine Learning (Multilabel Classification) task based on Freesound Audio Tagging 2019 Dataset on KaggleTable of ContentsBusiness TaskUse of...

Introduction:First of all I would like to thank kaggle and OSIC for hosting this competition. I would also thank my teammates Jagadish and Shubham. In this competition we were asked to predict the patient’s severity...

IntroductionEveryday, developers are working hard on machines to make them more smart and intelligent by using machine learning and deep learning techniques so that they can perform tasks similar to humans. With the...

Data Preparation Guide for Histopathologic Cancer DetectionGuide on how to prepare data for model training for Kaggle’s Histopathologic Cancer Detection.Photo by National Cancer Institute on UnsplashKaggle serves as...

Car Testing Time Predictions using Machine Learning ModelIn this blog, I am showcasing my work on the kaggle problem statement ‘Mercedes-Benz Greener Manufacturing’.Image Courtesy:...

This blog is about my first Kaggle Challenge. Hopefully, this blog will give you a good understanding of solving the classification problem.Instacart is an American company that provides grocery delivery and pick-up...

I began my journey where many others began theirs: testing out the limits of Kaggle notebooks using the ever-popular Titanic dataset. This dataset includes 11 base attributes of which we have to decide their usefulness...

Winning Solution of RecSys2020 ChallengeAccelerated Feature Engineering and Training for Recommender SystemsBy Benedikt Schifferer and Even OldridgeOur 1st place solution of the RecSys Challenge 2020 focused on...

Mercedes Benz-Predicting the testing time of each configuration vehicle under test benchTable of content:Business ProblemHow the problem is solved through Machine LearningSource of dataData PreprocessingExploratory...

Explained: Housing Prices Feature Engineering and Ridge Regression.This blog is based on the notebook I used to submit predictions for Kaggle In-Class Housing Prices Competition. My submission ranked 293 on the score...

Pricing Objects in Mercari — Machine learning & Deep learning perspectivesSupplementary endeavor to solve NLP-based regression of Kaggle’s Mercari dataset as part of a pioneering self-case...

Photo by Michał Parzuchowski on UnsplashDo not look at scoreboards in “Getting Started” Competitions.The purpose of this article is to warn new kagglers before they waste their time on trying to get an impossible...