parikshitshinge Goto Github PK

2012-us-election-analysis

Analysis of US Election data

a_b-testing-for-ecommerce

Performing hypothesis testing to determine whether change in landing page impacted conversion rate

amazon-fine-foods-reviews-prediction

Predict review based on text sentiment

bank-customers-churn-prediction-model

ML model to predict customer's churn based on features like geo-demographics, credit score, products used, activeness etc.

customer-personality-segmentation

Unsupervised learning. Kaggle: https://www.kaggle.com/datasets/imakash3011/customer-personality-analysis

donorschoose.org-application-screening

Solved donorschoose.org's application screening challenge with Multinomial Naive Bayes with BoW

exercise-ad-portal

A simple advertisement portal written in PHP

extramarital-affair-prediction-model

Given certain variables for some women, the model will classify them as either having participated in an affair, or not participated in an affair

flight-price-prediction

iris-species-classification-model

Classifying species for Iris samples using different ML algorithms (Logistic Regression, K-Nearest Neighbor, Support Vector Machines with different kernels, Gaussian Naive Bayes)

loan-prediction

An ML model that classifies how much loan the user can take based on the user’s marital status, education, number of dependents, and employments.

logistic-regression-implementation-using-sgd

Trying to implement logistic regression using SGD without using sklearn

machine-learning-project-template

Customized project template

marketing-channel-attribution-model

Using heuristic and data-driven approaches for marketing channel attribution

mnist-digit-recognizer

MNIST Digit Classification - Computer Vision

netflix-movie-recommendation-engine

Netflix Prize competition. Kaggle: https://www.kaggle.com/datasets/netflix-inc/netflix-prize-data

nlp-sms-spam-collection

NLP Example

parikshitshinge.github.io

project-titanic

Analysis of the passengers in the Titanic shipwreck

python-data-science-practice

All the practice iPython notebooks. Include Data Science practice - numpy, pandas, matplotlib, seaborn, ML

python-exercise-notebooks

My Python exercise jupyter notebooks (udemy course)

quora-question-pair-similarity

Identifying question pairs that have similar intent using NLP techniques. Kaggle competition: https://www.kaggle.com/c/quora-question-pairs

random-forest-example

This is an example illustrating Decision Trees & Random Forest ML algorithm.

road-lane-line-detection

Road lane line detection using OpenCV. Solving a basic problem faced while building a self driving car.

santander-customer-satisfaction-prediction

Kaggle competition: https://www.kaggle.com/competitions/santander-customer-satisfaction/overview

server-status-checker

A python script to check server status (whether a webpage is up and running) every N seconds. The scripts reads out if the server status changes. At the end of the script, a log file is generated which shows logs of how many times the server went down and came back up during the time script was running.

singapore-toto-prediction

Trying to predict next set of TOTO lottery numbers

startup-profit-prediction-model

The model predicts Startup's profit based on its R&D spend, Admin spend, Marketing spend & location data of past 50 startup

statistics-notes

Contains notes from Statistics lectures

stock-market-analysis

Analysis of Stock Market data