October Data Science Monthly Challenge Archives – Page 2 of 3

Posted 22.10.201824.01.2019 sergeeva-preslava, daria-shults, georgichinchev, nikolaystefanov, sergeeva-preslava Mentors: boryana13 CommentsPosted in Datathons SolutionsDatathons Solutions

Monthly Challenge – Sofia Air – Team Yagoda – Solution

Business understanding A vibrant and dynamic lifestyle of a big city leads to a necessity its citizens to deal with particular drawbacks. In case […]

Posted 21.10.201815.11.2018 martinpetrov15 CommentsPosted in Datathons SolutionsDatathons Solutions

Sofia Air Quality EDA (Exploratory Data Analysis) and basic ARIMA model – updated

Hi Everybody, I have done a basic EDA of some of the data and summarized it in the below python Jupyter notebook. […]

Posted 19.10.201828.01.2019 mborisovav, delyan, petardaskalov, keluak, donika Mentors: boryana, junior, paspaldzhiev, ekaterinamarina11 CommentsPosted in Prediction systemsPrediction systems

Monthly Challenge – Sofia Air – Solution – Banana

Business Understanding Air pollution is one of the major global topics in every part of the modern life – politics, ecology, social […]

Posted 17.10.201817.10.2018 kams Mentors: boryana, ekaterinamarina, paspaldzhiev, junior2 CommentsPosted in Prediction systemsPrediction systems

Monthly Challenge – Sofia Air – Solution – Kams

Week 1 – Kick off article. Feedbacks: First, Kudo’s for setting this up. Amazing kick off considering all the moving part. A […]

Posted 16.10.201823.10.2018 sofia1 CommentPosted in Prediction systemsPrediction systems

Monthly Challenge – Sofia Air – Solution – [SKY_DATA]

DATA DATA DATA !!

Posted 22.10.201830.10.2018 maleficent, evolaz, sonyailieva, valentinap95, iasenm Mentors: boryana, junior, pepe10 CommentsPosted in Datathons SolutionsDatathons Solutions

The pumpkins

1. Business Understanding Particulate matter is considered the air pollutant of most significant concern to the health of the urban population. Researches […]

Posted 18.10.201823.10.2018 lucy, emmtak, ikpavlov, stef-poycheva Mentors: boryana, junior, paspaldzhiev11 CommentsPosted in Prediction systemsPrediction systems

Monthly Challenge – Sofia Air – Solution -[Dirty Minds]

Introduction We were at the opening of the Datatohn 2018 with bated breath. The Case of Telelink is a real challenge to […]

Posted 22.10.201827.01.2019 perplexedpanda, iliyanski, rnikiforova, steady-footprintz, l-irikeva Mentors: boryana15 CommentsPosted in Datathons SolutionsDatathons Solutions

Monthly Challenge – Sofia Air – Solution – New!Bees

NewBees4

Posted 10.11.201813.02.2019 desinikLeave a commentPosted in Datathon casesDatathon cases

Sofia Air Case

Air pollution is one of the most serious problems in the world. To counter the problem, precautious measurements should be met.

The main objectives to the Sofia Air case were to predict the air pollution in Sofia, Bulgaria for the next 24 hour period and to predict the chance of exceedance of 50 µg/m3 average for the day (EU air quality limit).

Posted 25.10.201809.08.2019 jeremy, jeremy Mentors: boryana, junior, paspaldzhiev, ekaterinamarina14 CommentsPosted in Prediction systemsPrediction systems

Monthly Challenge – Sofia Air – Solution – Jeremy Desir Weber

SofiaAirQuality

Posted 22.10.201820.01.2019 ronnie, ronnie, dsteffanov, ivominchev, m-yolova, kiro Mentors: boryana, ekaterinamarina, paspaldzhiev, junior14 CommentsPosted in Datathons SolutionsDatathons Solutions

Monthly Challenge – Sofia Air – Solution – Kiwi Team

I. Business understanding The fast-paced modern lifestyle has dramatic effect on the quality of life. Bulgaria is an example of a developing […]