Name: Okan Bulut
Type: User
Company: University of Alberta
Bio: Professor of psychometrics and data science | I harness #AI, #machinelearning, and #learninganalytics to improve #education
Twitter: drokanbulut
Location: Edmonton, AB, Canada
Blog: http://www.okanbulut.com
Okan Bulut's Projects
100 Days of ML Coding
A topic-centric list of high-quality open datasets in public domains. New PR βββ
Exploring, Visualizing, and Modeling Big Data with R
Psychometrics and Data Science with R and Python
code for Data Science From Scratch book
Evaluating the Quality of Assessment and Survey Items Using Visualizations
πLearn Deep Learning in 8 weeks. Some background knowledge in High School level calculus and Python Programming would be helpful.
An idyll post all about dimensionality reduction.
Data Science Course in a Box
Introduction to Python mini-course given at Hertie DS3 (https://ds3.ai).
Companion R package to Data Science Course in a Box
Educational data mining with R
EDPY 507 - Measurement Theory I
Explanatory Item Response Modeling for Dichotomous and Polytomous Item Responses
English and European soccer results 1871-2020
Equating applications using R
Datasets and functions for the Handbook of Educational Measurement and Psychometrics using R.
R Code to accompany the book Introduction to Data Mining by Tan, Steinbach and Kumar
πJalpc -- A flexible Jekyll theme, 3 steps to build your website.
Personal Library for Analytics and Machine Learning
Code, exercises and tutorials of my personal blog ! π
π Apps and reports for multiple-choice test analysis in R with Shiny
News and updates about the MEDS program
Statistical Inference via Data Science: A moderndive into R and the tidyverse