The dawn of technology has opened many doors for one crucial business niche – web development. Web design and development before was somehow guesswork. Will it satisfy end users? Will web design increase the bottom line? Overall, web design is somewhat left in the hands of web designers. Today, data science has impacted web design […]
With so many entrepreneurs starting businesses online, it can be very difficult to get ahead of the competition. But new and emerging trends in the online world could prove to be beneficial to a business that is attuned and responsive to it. If you want to launch a brand or take an existing one on […]
The field of data science is huge and has a reasonable proportion of advantages and disadvantages. So here we will measure the pros and cons of data science. This article will help you assess yourself and take the right course in data science.
The world is currently at a standstill. Ever since the emergence and spread of the COVID 19 lives, businesses, and employment have been overturned. The year 2020 will be the year that the world was put on pause as quarantine and self-isolation measures were put in place to combat the spread of the virus. Data […]
News is the lifeline of the human society , it underlines all the important events and influences public opinion like no other tool , but with the recent advent of electronic media and the sheer amount of new being churned out and the current political climate it’s hard to figure out what’s genuine news and what’s propaganda , this is where intelligent systems which can classify news articles , text fragments as propagandistic or non-propagandistic comes into play , this Datathon is focussed on developing such a system using various algorithms and methods to predict such a scenario the levels of challenges are:
A System that is able to classify a news article whether it is propaganda or not.
A System that is able to classify whether a sentence in a article is propaganda or not.
A System that is intelligently able to classify the propaganda technique used in the new piece.
1. Business Problem Formulation The current political landscape is shaped by extreme polarization of opinions and by the proliferation of fake news. For example, a recent study published in Science has found that rumors and fake news tend to spread six times faster than truthful information. This situation both damages the reputation of respectable news outlets and […]
Kaufland-Case 1. Business Understanding Industrial vibration analysis is a measurement tool used to identify, predict, and prevent failures. Implementing vibration analysis on the machines will improve the reliability of the machines and lead to better machine efficiency and reduced down time eliminating mechanical or electrical failures. Vibration analysis are used to identify faults in machinery, plan machinery […]
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The National Statistical Institute of Bulgaria (NSI) conducts annually a Household Budget Survey (HBS) with an objective to get reliable and scientifically founded data on the income, expenditure, consumption and other elements of the living standard of the population as well as changes, which have occurred during the years. NSI is considering a change in the periodicity of the Household Budget Survey from yearly to once on every five years,In order to optimize the cost of carrying out the survey. Hence We are creating a model which will predict household expenditure for the next four years using linear regression model and time series. The algorithms that we will be taking help from are linear regression model & Autoregressive integrated moving average(ARIMA). So lets not waste any time and move on with it !
Business Understanding In Sofia, air pollution norms were exceeded 70 times in the heating period from October 2017 to March 2018, citizens’ initiative AirBG.info says. The day with the worst air pollution in Sofia was January 27, when the norm was exceeded six times over. Things got so out of control that even the […]