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Mallikarjun S's Projects

candy-crush-project-datacamp icon candy-crush-project-datacamp

Candy Crush Saga is a hit mobile game developed by King (part of Activision|Blizzard) that is played by millions of people all around the world. In this Project, I worked with a real Candy Crush dataset and use this data to estimate level difficulty. I used dplyr library to manipulate data frames and ggplot2 library to make plots.

face-count-challenge icon face-count-challenge

People detection and head counting is one of the classical albeit challenging computer vision application. For this problem, given a group selfie/photo, you are required to count the number of heads present in the picture. You are provided with a training set of images with coordinates of bounding box and head count for each image and need to predict the headcount for each image in the test set.

healthcare-analytics icon healthcare-analytics

Hospital admission data was analyzed to accurately predict the patient’s Length of Stay at the time of admit so that the hospitals can optimize resources and function better.

object-detection-using-cnn icon object-detection-using-cnn

Developed in R using state-of-art techniques in deep learning i.e. CNN and identified objects in any given images.

titanic-survivors icon titanic-survivors

Supervised Machine Learning XGBoost model to classify the survivors in titanic disaster. Dataset is part of Kaggle's active compitetion

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