Seattle Accident Severity Prediction

This is a part of my IBM Data Science Capstone Project submission. Source Code is available on this GitHub repository. Introduction The Open Data Program makes the data generated by the City of Seattle has been openly available to the public for the purpose of increasing the quality of life for the residents, increasing transparency, accountability and comparability, promoting economic development and research, and improving internal performance management. The Traffic Records Group, Traffic Management Division, Seattle Department of Transportation, provides data for all collisions and crashes that have occured in the state from 2004 to the present day. The data …

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Case of Privacy Breach by an University

UPDATE 14-07-2020 01:00 PM: HuffPost India published an article on the privacy breach (Delhi University Knew Privacy Breach Put Student Bank Account And Aadhaar Details At Risk) based on my demonstration of the vulnerability and the forensic data that I had collected. Karan Saini, a security researcher who earlier worked with the Centre for Internet and Society (CIS) and analysed the data, likened DU’s response to applying a surface-level band-aid for a much deeper problem. “There needs to be further thought applied in the designs of such systems to make them easy for legitimate users to utilise, and harder for …

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IRC Bouncer on a Pi

Internet Relay Chat is one of the original forms of social media. It was once the go-to destination for socializing with online communities. IRC has been around the 80’s and isn’t going to fade away any time soon. The way IRC works is similar to a typical client-server model. IRC servers are hosted all around the globe by many universities, individuals and ISPs. These servers may be organised under ‘networks’. Each IRC network hosts many ‘channels’ which are chat rooms, groups, multi-user conferences, however you may put that. Users use their IRC clients to connect to one of the hundred …

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The Power of Enzymes

Biological catalysis was first recognized and described in the early 1800s, in studies of the digestion of meat by secretions of the stomach and the conversion of starch into sugar by saliva and various plant extracts. Louis Pasteur had concluded that fermentation of sugar into alcohol by yeast is catalyzed by ferments. Enzymes are bio-catalysts mostly made up of proteins (except ribozymes), which increases the rate of bio-chemical reactions by lowering down the activation energy. They were first isolated and discovered by the German chemist  Eduard Buchner. The enzyme that he had discovered was zymase obtained from yeast. The term enzyme however, was given by the German …

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The Mystery of Aurora

Although they look elegant and calm, aurorae are produced when a large number of charged particles undergo collision while being trapped in Earth’s magnetic field.

This splendid display of colours and appearance of dancing lights is fascinating, and equally puzzling. These haunting lights are a form of intense space weather, a result of the atmosphere shielding the Earth against fierce solar particles that would otherwise make our planet uninhabitable. Millions and millions of electrically charged particles in the solar wind wash over Earth and smash into upper atmospheric gases. The energy from each collision is released as photons – particles of light. This causes the particles to glow.

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A Physical Pendulum Problem

About 2 weeks ago, Former MIT Professor Walter H. G. Lewin posted a Physics problem on his YouTube channel as a part of his series of problems for the viewers of his channel. This question was divided into two parts – the first one, which was quite simple and a trickier sequel to it. The videos have been embedded and the solution is derived along the problem.

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