Prithvi Shetty's Projects
Airbnb price predictor using machine learning (R)
Human vs AI - Mancala 2 player game
Classifying tumorous images and non-tumorous images using Convolutional Neural Networks.
This is the description of the tech talk tutorial which I gave on 8th July, 2020.
Code and data for NLP model building and deployment workshop
This summarizes the final dashboards on Tableau of the end-to-end data warehousing final project which involved ETL, data warehousing and reporting of raw data.
Implementing decision trees for classification (Creating the model)
Econometrics & Causal Impact Analysis using Machine learning: Progresa Program in Mexico (1997-98)
This involves training a dataset using K nearest classification Algorithm and logistic regression .
Implementing classification using KNN algorithm (Data Science II Class)
Linear regression for single and mutiple variables. Cost computation and normalization of the linear functions. Also, code to calculate the gradient descent so as to find the best optimum global minimum for the function.
Logistic regression for single and mutiple variables. Cost computation and normalization of the logistic functions. Also, code to calculate the gradient descent so as to find the best optimum global minimum for the function.
Prediction using neural network model
Implementation of Principal Components Analysis for best feature selection
Mobile application to scan car number plates and retrieve owner details. Involves application of Principal Component Analysis for image compression, Optical Character Recognition using MATLAB of the scanned images of the number plates. SQL is used to retrieve the details of the owner driving the car from the scanned characters.
My website
Beautiful visualizations of how language differs among document types.
Sentiment analysis to analyze behavior of Ebola disease patients
Classification of toxic comments using deep learning
This project includes analysing the sentiments of various types of tweets.