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Abhik Modi's Projects

hotelreview_datascience icon hotelreview_datascience

Data Preprocessing, Integration, Cleaning and Representation on the user Hotel Reviews being submitted of various Hotels in the US. Hotel_Review.csv is the Datasheet downloaded from Kaggle.

humanresource_datascience icon humanresource_datascience

An Human Resources Datasheet from Kaggle(link mentioned below). Logistic Regression algorithm applied to predict whether an emplyee is going to leave soon or not. The prediciton is made on the basis of the data provided about the employee who left the company and who are still in the company. Features such as Satisfaction_Level, Last_Evaluation, Salary etc. mentioned few over here. On applying the DataScience Algorithm on a sample of 15000 data, a traing and calculation yielded a 76% accuracy and applying the model trained using training set on the test set gave results that 841 employees are more poised to leave the company. Link - https://www.kaggle.com/zagarsuren/hr-analytics

p2p_filesharing icon p2p_filesharing

A p2p filesharing python function based on Linux OS. A single python file application to be executed by command line on more than one PC.

pokemon_dataanalysis icon pokemon_dataanalysis

A small scale data science coding done (specifically focused on Data Prepossessing part) on the Datasheet downloaded from Kaggle, where two pokemon are randomly chosen from the lot and are competed with each other. On the basis of the features of the pokemon, a calculation algorithm is build to decide who will win.

scholastic_brackit_beta_version icon scholastic_brackit_beta_version

An Android application is being made keeping in mind the problems faced by students in their Graduation and Post Graduation period of their life, where each day they develop new things and achieve something. So, to keep a record of all the activities done in the College, it becomes tedious and messy. Therefore this application helps the students to update their curricular as well as extra-curricular activities on the go, wherever they wish and have access to the application.

summer_project_2016 icon summer_project_2016

This is the Project being done by me and my classmates during our first year vacation. It is a project based on the Admission Process that the college in which I study follows. Creates a database in Excel accordingly added data of the Student who took admission in the College. It is a Java based Application for Computers

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