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JorScience

Jorik Schra

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Data Science Capstone Project
Presentation of the application that was developed for the last part of the John Hopkins Data Science Specialisation
Data Science Capstone - Milestone Report
First milestone report for the data science capstone project
The classification of breast cancer types
A report on the classification of breast cancer types using dimensionality reductions techniques and four machine learning algorithms
The classification of breast cancer types (no code)
A report on the classification of breast cancer types using dimensionality reductions techniques and four machine learning algorithms
Presentation Shiny Application
This presentation briefly describes the shiny application I made with the Rotterdam bomb data. The app can be found on https://jorscience.shinyapps.io/the_bombardment_of_rotterdam/
Bombardment Plotly
Plotly assignment for the developing data products course
The Bombardment of Rotterdam
For an assignment for the Coursera course Developing Data Products, I had to generate a map using Leaflet. Accordingly, I sought to generate a map with bomb strike locations in Rotterdam between 1940 and 1945. This report details the process of getting from a PDF with bomb strike locations to plotting these on the map of Rotterdam.
Course Project Practical Machine Learning
In this course project, I attempt to estimate a machine learning model in order to classify executions of a weight lifting exercise.
Course Project Regression Models
In this report the analysis of the mtcars data is documented, which has been used to analyse and quantify the effect transmission type of cars (automatic or manual) has on miles per gallon.
Course Project Statistical Inference - Part 2
This report covers part 2 of the course project of the Statistical Inference course of the John Hopkins University, for which data is analyzed and some basic, inferential analyses are performed.
Course Project Statistical Inference - Part 1
This report covers part 1 of the course project of the Statistical Inference course of the John Hopkins University, for which a simulation exercise has been performed.
Course Project 2 Reproducible Research - Impact Assessment of Storm Events in the United States
This is a report of my analysis for the second course project of the course Reproducible Research by John Hopkins University.