Competitions

Published: 27 Aug 2015 Category: machine_learning

10 Steps to Success in Kaggle Data Science Competitions

http://www.kdnuggets.com/2015/03/10-steps-success-kaggle-data-science-competitions.html

Classifying plankton with deep neural networks

Keras Deep Learning Tutorial for Kaggle 2nd Annual Data Science Bowl

Kaggle_CrowdFlower: 1st Place Solution for Search Results Relevance Competition on Kaggle

Machine learning best practices we’ve learned from hundreds of competitions (Kaggle: Ben Hamner)

kaggle-lmgpip: Top15 Solution for Kaggle-Competition “Liberty Mutual Group: Property Inspection Prediction”

Kaggle_HomeDepot: Turing Test’s Solution for Home Depot Product Search Relevance Competition on Kaggle

How to get into the top 15 of a Kaggle competition using Python

Data Science: A Kaggle Walkthrough

My Standard Work for every new competition

https://www.kaggle.com/forums/f/15/kaggle-forum/t/19959/my-standard-work-for-every-new-competition/113888

Step by step Kaggle competition tutorial

https://datanice.wordpress.com/2016/04/10/step-by-step-kaggle-competition-tutorial/

Winton Kaggle Competition

http://blog.nycdatascience.com/students-work/winton-kaggle-competition/

Kaggle Master, data scientist, & author: An interview with Luca Massaron

Recognizing and Localizing Endangered Right Whales with Extremely Deep Neural Networks (2nd place solution to the Kaggle Right Whale challenge)

Kaggle Ensembling Guide

**Approaching (Almost) Any Machine Learning Problem Abhishek Thakur**

Facebook V: Predicting Check Ins: I won the Kaggle competition!

Entity Embeddings of Categorical Variables

Kaggle First Steps With Julia (Chars74k): First Place using Convolutional Neural Networks

http://ankivil.com/kaggle-first-steps-with-julia-chars74k-first-place-using-convolutional-neural-networks/

Winning Kaggle Competitions

How should a beginner get started on Kaggle?

Most popular kaggle competition solutions

http://dataaspirant.com/2016/10/06/most-popular-kaggle-competition-solutions/

Code for Kaggle Competitions

Kaggle competition Painter by Numbers: Winning solution for the Kaggle competition Painter by Numbers

Using Keras+TensorFlow to solve NCFM-Leadboard Top 5%

2nd Place Solution of the Kaggle Competition - Santander Product Recommendation

Deep Learning Tutorial for Kaggle Ultrasound Nerve Segmentation competition, using Keras

Nexar’s Deep Learning Challenge: the winners reveal their secrets

https://blog.getnexar.com/nexars-deep-learning-challenge-the-winners-reveal-their-secrets-e80c24147f2d#.rdu2pdv7h

Nature Conservancy Fish Classification

Leaf Classification Competition: 1st Place Winner’s Interview, Ivan Sosnovik

http://blog.kaggle.com/2017/03/24/leaf-classification-competition-1st-place-winners-interview-ivan-sosnovik/

猫狗大战: Dogs vs. Cats

https://github.com/ypwhs/dogs_vs_cats