kogni7git/solutions

This repository contains my best solutions to some Machine Learning Competitions on drivendata.org and zindi.africa and some other projects. # Solutions and other Projects This repository contains my best solutions to some Machine Learning Competitions on drivendata.org and zindi.africa and some other projects. ## Recommendation Engine Creation Challenge - Type: Competition ( ) - Duration: ongoing - Task: Prediction of ratings of comedy events - Method: Gradient Boosting - Technologies: C, LightGBM - Code: ## Richter's Predictor: Modeling Earthquake Damage - Type: Competition ( ) - Duration: ongoing - Task: Prediction of the damage caused by an earthquake - Methods: Deep Learning, Unsupervised Learning (Clustering) - Technologies: Kotlin, deeplearning4j, SMILE, docker - Code: ## Flight Delay Prediction Challenge - Type: Competition ( ) - Duration: ongoing - Task: Prediction of flight delays - Method: Machine Learning - Technologies: Scala, SMILE, docker - Code: ## Flight Delay Prediction Challenge - Type: Competition ( ) - Duration: ongoing - Task: Prediction of flight delays - Method: Generalized Linear Model - Technologies: Scala, Apache Spark MLlib, docker - Code: ## Flu Shot Learning: Predict H1N1 and Seasonal Flu Vaccines - Type: Competition ( ) - Task: Prediction if an individual gets a vaccine - Method: Deep Learning - Technologies: C++, tensorflow - Code: ## Insurance Prediction Challenge - Type: Competition ( ) - Duration: ongoing - Task: Prediction of insurance claims - Method: Machine Learning - Technologies: Java, SMILE, Docker - Code: ## A simple Shiny App with the iris and the Puromycin dataset - Type: Own project - Method: Shiny - Technologies: R, HTML, CSS, shiny, ggplot2 - Code: ## Tanzania Tourism Prediction - Type: Competition ( ) - Duration: ongoing - Task: Prediction of tourist expenditure - Method: Machine Learning - Technologies: Rust, linfa, docker - Code: ## South African COVID-19 Vulnerability Map - Type: Competition ( ) - Duration: ongoing - Task: Prediction of the COVID-19 vulnerability - Methods: Machine Learning, Unsupervised Learning (PCA) - Technologies: Clojure, …