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Competition Notes Machine Learning

A Quick Fix for Overcoming a Future Without Jobs

“What to do about mass unemployment? This is going to be a massive social challenge. There will be fewer and fewer jobs that a robot cannot do better [than a human]. These are not things that I wish will happen. These are simply things that I think probably will happen.” — Elon Musk The rapid growth […]

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Competition Notes Data Analysis Resources Personal Stories

Exploratory Data Analysis for Hostelworld Challenge

I recently took part in a challenge by Hostelworld. The challenge proposed by Hostelworld is to build a recommendation engine for users. Recommendations can save Recommendations can save travellers valuable time, improve their hostel experience, and increase user retention. This challenge will use user information, reviews, and hostel details. This is a link for Exploratory […]

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Competition Notes Data Analysis Resources

How to win a Data Science competition ?

These are mainly notes for myself to win a Data Science competition , but I figured that they might be of interest to some of the blog readers too. Comments on what is written below are most welcome! Typically, steps 1-5 would happen once per competition or problem, while steps 6-9 would be repeated in a […]