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Nitin's Projects

baseballpredictions icon baseballpredictions

Contains code for Various regression models built in SAS to predict the total number of wins for individual team. Data used from the year 1871 to 2006

charity icon charity

Finding donors for charity using Random forest, Decision Trees, Logistic Regression

commercialwine icon commercialwine

Analyzed around 12,000 commerical wine and models are built to predict the number of cases of wine that will be sold given certain properties of wine

course-material icon course-material

Course Material for in28minutes courses on Java, Spring Boot, DevOps, AWS, Google Cloud, and Azure.

datascience icon datascience

All the data science projects and assigments(Auto insurance prediction, cluster-regression and muTaTe

dora icon dora

Tools for exploratory data analysis in Python

facebook-page-post-scraper icon facebook-page-post-scraper

Data scraper for Facebook Pages, and also code accompanying the blog post How to Scrape Data From Facebook Page Posts for Statistical Analysis

llama icon llama

Inference code for Llama models

micrograd icon micrograd

A tiny scalar-valued autograd engine and a neural net library on top of it with PyTorch-like API

mlcrate icon mlcrate

A python module of handy tools and functions, mainly for ML and Kaggle

rainforecasting icon rainforecasting

Precipitation forecast by using various techniques like regression, arima,ets,naive

shap icon shap

A unified approach to explain the output of any machine learning model

wnds icon wnds

Web and Network Data Science

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