2018-2019 Spring

Statistical Learning

 This course explains how to apply various statistical methods to data science. It introduces advanced methods for data wrangling, data visualization, and statistical modelling and prediction and it will emphasize practical techniques for working with large-scale data. This course will be an introduction to machine learning and data science.

Text Books

 An Introduction to Statistical Learning with Applications in R,Gareth James, Daniela Witten, Trevor Hastie, Robert Tibshirani

 Practical Statistics for Data Scientists, Andrew Bruce, Peter Bruce

Think Stats, Allen B. Downey

References

 R Introduction : http://www.r-tutor.com/r-introduction

Elementary Statistics with R : http://www.r-tutor.com/elementary-statistics

Instructor

 A. Nurdan Saran email: buz@cankaya.edu.tr Office: L219