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TSF-Intern-Tasks

● Data Science and Business Analytics Internship Tasks

● This repository consist of the tasks given during my internship at The Sparks Foundation.

About The Sparks Foundation

The Sparks Foundation mission is to inspire students, help them innovate, and let them integrate to build the next generation humankind. To inspire, motivate, and encourage students to learn, create, and help build a better society. To teach new ways of thinking, to innovate and solve the problems on their own. We help the students to integrate and help each other, learn from each other, and do well together.

Their Vision Statement : A world of enabled and connected little minds, building future. Our Mission Statement To inspire students, help them innovate and let them integrate to build the next generation humankind.

Tasks

Task 1 : Prediction Using Decision Trees Algorithm

● Create the Decision Tree classifier and visualize it graphically.

● Dataset Link : UCI Machine Learning Repository

Task 2 : Stock Market Prediction using Numerical and Textual Analysis

● Create a hybrid model for stock price/performance prediction using numerical analysis of historical stock prices, and sentimental analysis of news headlines.

● Stock to analyze and predict: SENSEX (S&P BSE SENSEX)

● Dataset Link : Times of India News Headlines

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