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Kunal Mahadik's Projects

capstone-project--airline-passenger-referral-cohort-nilgiri icon capstone-project--airline-passenger-referral-cohort-nilgiri

Data includes airline reviews from 2006 to 2019 for popular airlines around the world with multiple choice and free text questions. Data is scraped in Spring 2019. The main objective is to predict whether passengers will refer the airline to their friends.

prediction-of-close-price-nifty50-cohort-nilgiri icon prediction-of-close-price-nifty50-cohort-nilgiri

Objective : To perform time series analysis on the NIFTY stock price and forecasting using univariate ARIMA and ARIMAX modeling technique. We further simplified the problem to predict the direction of Close price movements in the next N days (throughout our experiments N can take values 1, 5, and 30). Initially, we will take N=1, that means we want to predict the NIFTY 50 Close price movement in the next day. This is represented as a classification task where there are two possible outcomes (either the index went up in the next day or it went down).

project-walkthroughs icon project-walkthroughs

Data science, machine learning, and web development project code for https://www.youtube.com/c/Dataquestio .

ted-talk-views-prediction-cohort-nilgiri icon ted-talk-views-prediction-cohort-nilgiri

TED is devoted to spreading powerful ideas on just about any topic. These datasets contain over 4,000 TED talks including transcripts in many languages Founded in 1984 by Richard Salman as a nonprofit organization that aimed at bringing experts from the fields of Technology, Entertainment, and Design together, TED Conferences have gone on to become the Mecca of ideas from virtually all walks of life. As of 2015, TED and its sister TEDx chapters have published more than 2000 talks for free consumption by the masses and its speaker list boasts of the likes of Al Gore, Jimmy Wales, Shahrukh Khan, and Bill Gates. The main objective is to build a predictive model, which could help in predicting the views of the videos uploaded on the TEDx website.

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