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0-1knapsackproblem icon 0-1knapsackproblem

Solved 0-1 knapsack problem using branch and bound, dynamic programming, brute force techniques

deaths-by-smoking-data-visualizations icon deaths-by-smoking-data-visualizations

Interactive Data Visualization designs using D3. Here, two questions were answered from smoking dataset. (1) “Death rates from smoking by age over years“ (Visualization design 1) and (2) “Country wise death rate change over years” (Visualization design 2).

interactive-vizulizations icon interactive-vizulizations

Smoking is dangerous to health. Every seventh death in the world (13%) was the result of direct smoking in 2017. These visualizations are an attempt to show the trends related to smoking and number of deaths due to smoking habit over the years from 1990 to 2017.

web-api icon web-api

Asp.Net Core Web API and Angular 7 CRUD

yelp-business-rating-prediction-using-tensorflow icon yelp-business-rating-prediction-using-tensorflow

Implemented supervised learning algorithms with Sklearn and predicted business stars rating using the reviews of that business and review count based on neural network implementation in tensorflow. (~2.5M reviews) (Acc.: 86%) Utilized: Python, TensorFlow, Keras, Jupyter; Dense Neural Nets, Regression Algorithms, Classification Algorithms

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