Name: Kayum Mohammad Arafat
Type: User
Company: Shafi Consultancy
Bio: I am a Statistical Programmer and a Biostatistician. Learning biostatistics and applying statistical programming in the bio-pharmaceutical industry.
Location: Bangladesh
Kayum Mohammad Arafat's Projects
ISLP from r4ds
Introduction to Statistical Learning Using R Book Club
ISR from r4ds
Built hyper-parameter tuned RF to classify patients on the basis of Coronary heart risk .Applied One Hot Encoding to label categorical features. Benchmarked Random Forest against KNN , SVM , Decision Tree and Linear Regression and performed missing value imputation using KNN and simple imputer
CDISC Biomedical Concepts
Quiz & Assignment of Coursera
R for Health Data Science
My personal website
Non-credit online course by DeepLearning.AI
Mathematics for Machine Learning and Data Science Specialization - Coursera - deeplearning.ai - solutions and notes
An R package to simulate some SAS statistical procedures.
For general SAS tutorials
Repository for code to accompany Advanced Programming – Performance Based Exam
Repository for code to accompany Base Programming – Performance Based Exam
A meta-package for providing SAS®-like functionality to R.
development repo for pilot1 submission to FDA
Official repo for the #tidytuesday project