2wnh's repositories
2wnh93
personal repo
credit-card-fraud
Binary classification problem to detect fraudulent transactions. Challenges include dealing with imbalanced classes and selecting an appropriate evaluation metric.
features-driving-ames-house-prices
The project addresses a unidimensional regression problem where I identify the more important features that drive house prices in Ames.
github-slideshow
A robot powered training repository :robot:
life-insurance-assessment
Multi-classification problem where the goal of the project is to determine risk level of a particular applicant based on his/her background (Eg. medical history etc.)
pricing-products
2-step project where I first cluster (using KMeans, DBSCAN, Aggolmerative Clustering) retail transactions data. Following that, apply regression models (Lasso, ElasticNet, Ridge) to each cluster for businesses to have an idea of price points to start.
sat-act-analysis
The project explores what affects SAT participation rates and recommends changes to drive higher participation rates.
solar-power
Applied clustering algorithm on 29 countries to narrow scope of analysis. Time series forecasting of solar energy potential of a country using fbprophet and neural networks.
web-api-and-classification
The project addresses a binary classification problem (between r/Conservative and r/democrats) based on data scraped off the respective subreddits, using reddit API.
intro-html
A robot powered training repository :robot:
motor-insurance-pdp
Shows interpretation of model using partial dependence plots
public-apis
A collective list of free APIs
tensorflow-deep-learning
All course materials for the Zero to Mastery Deep Learning with TensorFlow course.
zawanah.com
Jekyll version of the newest Agency Bootstrap theme, plus new features: Google Analytics, Markdown support, custom pages, and more!