Sumeet Kotaria's repositories
BitcoinAnalysis
This project is aimed at analyzing and predicting Bitcoin price fluctuation using Natural Language Processing on Twitter data and subsequently applying VADER sentiment analysis.
awesome-machine-learning
A curated list of awesome Machine Learning frameworks, libraries and software.
Biz2Credit-Data-Challenge
This repo contains the data, jupyter notebook & presentation that was developed as a part of data challenge while interviewing for data scientist role at Biz2Credit
Business-Analytics-Notes-Columbia
This repo contains notes from the Business Analytics class taught in the IEOR department at Columbia University
Data-Analytics-Notes-Columbia
This repo containes Jupyter Notebook files which are notes for the Data Analytics course taught in the IEOR department at Columbia University
EmailSpam
This Project is aimed at classifying emails into Spam or Non-Spam Category using KNN, Naive Bayes and Decision Trees. This project doesn't use any existing machine learning library for classification but just pure Python.
introduction_to_ml_with_python
Notebooks and code for the book "Introduction to Machine Learning with Python"
KNN_Collaborative_Algorithm
This Project is aimed at implementing Collaborative Filtering to learn user's missing preference and further predicting their missing ratings for the movies
Optimization-Model-Notes-Columbia
This repo contains notes from Optimization Models course taught in IEOR department at Columbia University
Parking_recommendation
This is a project developed to help users find a parking spot across New York City and to help them avoid parking tickets
Stochastic-Process-Notes-Columbia
This repo contains notes from Stochastic Processes course taught in Columbia University
WorldBank_Loan
This project is aimed at predicting loan terms issued by World Bank to developing countries by using Regression, Decision Trees, K-Nearest Neighbors & PLSR in R