shettyprithvi Goto Github PK

airbnb-price-predictor-using-r

Airbnb price predictor using machine learning (R)

airbnb_price_predictor_deep_learning

artifical_intelligence_cannibal_missionaries_game

artifical_intelligence_pathfinding_robot

artificial_intelligence_mancala_game

Human vs AI - Mancala 2 player game

cancer-detection-image-classification-convnet

Classifying tumorous images and non-tumorous images using Convolutional Neural Networks.

codeday_techtalk_nlp

This is the description of the tech talk tutorial which I gave on 8th July, 2020.

convolutional_neural_networks

data-science-ua-conference

Code and data for NLP model building and deployment workshop

data-visualization-of-sales-data

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.

decision_tree

Implementing decision trees for classification (Creating the model)

econometrics_progresa

Econometrics & Causal Impact Analysis using Machine learning: Progresa Program in Mexico (1997-98)

hacksgiving

k-nearest-neighbors-logistic-regression-classification

This involves training a dataset using K nearest classification Algorithm and logistic regression .

knn

Implementing classification using KNN algorithm (Data Science II Class)

linearregression

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.

logisticregression

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.

nasa_hackathon

neural-networks

Prediction using neural network model

pca

Implementation of Principal Components Analysis for best feature selection

pca-image-compression

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.

prithvishetty.github.io

My website

recurrent-neural-networks

scattertext

Beautiful visualizations of how language differs among document types.

sentiment-analysis-ebola

Sentiment analysis to analyze behavior of Ebola disease patients

toxic-comment-classification-deep-learning

Classification of toxic comments using deep learning

twitter-sentiment-analysis

This project includes analysing the sentiments of various types of tweets.