manishavyas Goto Github PK

cerebral-health-in-tech-industry

Assessing the comfort level of the employees in discussing mental health issue with their employers.

churn-prediction-classification

Developing a classification model to predict customer attrition in music subscription industry to support a data-driven customer retention strategy. Feature engineering, Predictive modeling (tree-based, k-nearest neighbors, support vector machines, and neural networks)

goinfogame

instacart_data-analysis

Which products will an Instacart consumer purchase again?

machine-learning-algorithms

Implementation code for machine learning algorithms such as Logistic Regression, K-Nearest Neighbors, Decision Tress, Random Forest, Gradient Ascent, Cross Sectional Estimator and Principal Component Analysis completed as part of IMT 574 assignments at University of Washington.

movie-reviews-text-analysis

Let's perform text analysis on the movie reviews along with some exploratory analysis to identify what make or destroys success of a movie at box office.

multi-armed-bandits

Performance evaluation of Multi-armed Bandit Algorithms, as alternatives to conventional A/B testing, that balances exploration and exploitation during the learning process to quickly identify the overall winning feature variant.

nyc-2013-flights-data-analysis

It can always be a painful experience to be at the airport with delayed flights. Can data analysis help us make wiser decisions about the when to travel and which path to take? Let's Explore!

onebusaway-stopinfo

A web application that provides and collects detailed information about bus stops to/from riders

portfolio-manishavyas

https://manishavyas.github.io/

social-media-analysis-imt-547

Python lab assignments from social media analysis coursework at University of Washington, iSchool.

social-media-data-mining

Web scraping cooking recipes online and then performing analysis to identify key ingredients in these recipes.