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ai-assignment

analysis-of-importance-of-home-remedies-across-generations-using-naive-bayes-theorem

This project was conducted in my 3rd semester of Btech Data Science. Took a survey on home remedies from all kinds of people. We first cleaned our data and then predicted if one would prefer using home remedies or not using Naïve Bayes theorem in Excel as well as Python. Also tested a few hypotheses we made at the start of the project using z-test and t-test.

multiple-linear-regression-model-on-car-prices

This project was done in the 4th semester of Btech data science. Took an online dataset about cars. Understood, cleaned, visualized and prepared our data for building a regression model. Using Recursive feature elimination and Backward selection as a method of feature selection we built a final model. Then tested the assumptions that we made about the data before we started building the model. Lastly predicted the car prices and evaluated our model based on its performance in both in and out sample testing. This was done using Python.

nlp

online-voting-system-database

This project was done in my 3rd semester of Btech Data Science .Developed a backend database system in MySQL to store all the information needed. We created different tables to store data, bought it down to its NF form. Also created views and triggers for the voting results.

user-interface-online-voting-system

This project was done in the 4th semester of Btech Data Science. Developed a frontend in Python where one can sign up, login, sign up for party, view live results and vote using MYSQL as database in backend. Also, one can edit his/her details, a party leader can also edit details of the party, add or remove candidate. Keeping track of the votes and showing live results.

visualitization-in-tableau